US20150378420A1 - Universal performance monitor for power generators - Google Patents

Universal performance monitor for power generators Download PDF

Info

Publication number
US20150378420A1
US20150378420A1 US14/605,629 US201514605629A US2015378420A1 US 20150378420 A1 US20150378420 A1 US 20150378420A1 US 201514605629 A US201514605629 A US 201514605629A US 2015378420 A1 US2015378420 A1 US 2015378420A1
Authority
US
United States
Prior art keywords
data
power
report
interface
unit
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
US14/605,629
Inventor
David IPPOLITO
David Kucharczuk
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Versify Solutions Inc
Original Assignee
Versify Solutions Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Versify Solutions Inc filed Critical Versify Solutions Inc
Priority to US14/605,629 priority Critical patent/US20150378420A1/en
Assigned to BRIDGE BANK, NATIONAL ASSOCIATION reassignment BRIDGE BANK, NATIONAL ASSOCIATION SECURITY INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: VERSIFY SOLUTIONS, INC.
Publication of US20150378420A1 publication Critical patent/US20150378420A1/en
Priority to US16/011,293 priority patent/US20190171275A1/en
Abandoned legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/32Means for saving power
    • G06F1/3203Power management, i.e. event-based initiation of a power-saving mode
    • G06F1/3206Monitoring of events, devices or parameters that trigger a change in power modality
    • G06F1/3209Monitoring remote activity, e.g. over telephone lines or network connections
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G06F13/14Handling requests for interconnection or transfer
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/05Digital input using the sampling of an analogue quantity at regular intervals of time, input from a/d converter or output to d/a converter
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00001Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by the display of information or by user interaction, e.g. supervisory control and data acquisition systems [SCADA] or graphical user interfaces [GUI]
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S10/00Systems supporting electrical power generation, transmission or distribution
    • Y04S10/40Display of information, e.g. of data or controls

Definitions

  • the invention encompasses a performance monitor for power generators, and more particularly to a performance monitor for power generators that is adaptable to handle data from any data source.
  • Another difficulty with prior art systems is the disparate number of locations even within the organization that needs access to the data. For example, within a power company, traders on a central trade floor, plant personnel at each power plant, engineers stationed regionally, management dispersed throughout the organization, and third parties all need access to the data in some form.
  • the traditional siloed applications are typically client-server based applications and it is difficult to provide access to everyone in need of the data.
  • the invention encompasses a system and method for monitoring power generation operations that substantially overcomes the limitations and disadvantages of the related art.
  • the invention encompasses a system and method for collecting power generation operation data from disparate data sources and generating a report of the performance of the operation.
  • a system encompasses a communications network, a plurality of remotely located data sources to provide power data, the power data including quantitative and qualitative data of one or more power generation units, and a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including a communications unit to extract the power data from the plurality of remotely located data sources, a data conversion unit to transform the power data into a common data format, a data store to store the transformed power data, and a user interface unit to display the transformed power data on one or more client devices through the communications network.
  • the invention encompasses methods of communicating with a plurality of remotely located data sources from a performance monitor via a communications network, the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units, extracting the power data from the plurality of remotely located data sources, transforming the extracted power data into a common data format, storing the transformed power data in a data store, and displaying the transformed power data on one or more client devices through the communications network.
  • FIG. 1 describes a block diagram illustrating an overall system architecture of an exemplary embodiment of the present invention
  • FIG. 2 shows a block diagram illustrating an exemplary embodiment of a communication interface architecture of the present invention
  • FIG. 3 is an example of a config file in accordance with the present invention.
  • FIG. 4 shows a block diagram illustrating an exemplary embodiment of generating a report interface in accordance with the present invention
  • FIGS. 5A-5K show exemplary embodiments of a dashboard report interface in accordance with the present invention.
  • FIGS. 6A and 6B show exemplary embodiments of a daily report interface in accordance with the present invention.
  • FIGS. 7A and 7B show exemplary embodiments of a unit performance report interface in accordance with the present invention.
  • FIG. 8 illustrates an exemplary unit interface in accordance with the present invention
  • FIG. 9 illustrates an exemplary unit attribute interface in accordance with the present invention.
  • FIG. 10 illustrates an exemplary event log interface in accordance with the present invention.
  • FIGS. 11A and 11B illustrate an exemplary real time monitor in accordance with the present invention.
  • the invention generally encompasses systems including:
  • the power data including quantitative and qualitative data of one or more power generation units
  • a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including
  • a communications unit to extract the power data from the plurality of remotely located data sources
  • a data conversion unit to transform the power data into a common data format
  • a user interface unit to display the transformed power data on one or more client devices through the communications network.
  • the quantitative data includes supervisory control and data acquisition (SCADA) data and/or market data.
  • SCADA supervisory control and data acquisition
  • the quantitative data includes operational cost data of the one or more power generation units.
  • the qualitative data includes event log data of the one or more power generation units.
  • the communications unit includes a gateway application programming interface (API) unit to pull the power data from the plurality of remotely located data sources.
  • API application programming interface
  • the conversion unit includes an interface API unit to communicate with the gateway API unit and to transform the power data into the common data format.
  • the user interface unit includes an alarm unit to issue and track alarms based on user-defined events.
  • the user interface unit includes a reporting unit to display interactive reports on the one or more client devices.
  • the reporting unit includes any one of a dashboard reporting interface, daily operational reporting interface, unit performance interface, ad-hoc SCADA query interface, and unit status communications interface.
  • the user interface unit includes a library of extensible markup language (XML) configuration files, each XML configuration file being associated with a corresponding one of the interactive reports to map the power data stored in the data store directly to the corresponding interactive report for display on the one or more client devices.
  • XML extensible markup language
  • the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units;
  • the quantitative data includes supervisory control and data acquisition (SCADA) data and/or market data.
  • SCADA supervisory control and data acquisition
  • the quantitative data includes operational cost data of the one or more power generation units.
  • the qualitative data includes event log data of the one or more power generation units.
  • the step of extracting the power data from the remotely located data sources include pulling the power data from the plurality of remotely located data sources via a gateway application programming interface (API) unit.
  • API application programming interface
  • the step of transforming the power data includes converting the power data into the common data format via an interface API unit.
  • the step of displaying includes issuing and tracking alarms based on user-defined events.
  • the step of displaying includes displaying interactive reports on the one or more client devices.
  • the interactive reports are displayed on any one of a dashboard reporting interface, daily operational reporting interface, unit performance interface, ad-hoc SCADA query interface, and unit status communications interface.
  • the step of displaying includes configuring the interactive reports via a library of extensible markup language (XML) configuration files, each XML configuration file being associated with a corresponding one of the interactive reports to map the power data stored in the data store directly to the corresponding interactive report for display on the one or more client devices.
  • XML extensible markup language
  • the invention encompasses a computer-readable storage medium, storing one or more programs configured for execution by one or more processors, the one or more programs comprising instructions to:
  • the plurality of remotely located data sources communicating with a plurality of remotely located data sources from a performance monitor via a communications network, the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units;
  • the system and method of the present invention is a flexible solution both in terms of the type and amount of data processed and in terms of monitoring and reporting to the above-identified problems of the prior art.
  • the system and method of the present invention is a hosting asset performance monitoring and reporting tool used by owners or power generators, such as independently owned utilities, municipalities, and cooperatives, for example. It is to be understood that other users and benefits may be realized without departing from the scope of the invention.
  • the system and method of the present invention provides, for example, dashboard reporting (e.g., for management-level), summary/drill-down reporting (e.g., back office processing), daily operational reporting (e.g., operations), query interface for plant supervisory control and data acquisition (SCADA) information on ad-hoc basis, and near real-time status and logging capabilities.
  • dashboard reporting e.g., for management-level
  • summary/drill-down reporting e.g., back office processing
  • daily operational reporting e.g., operations
  • query interface for plant supervisory control and data acquisition (SCADA) information on ad-hoc basis
  • SCADA supervisory control and data acquisition
  • FIG. 1 shows a block diagram illustrating an overall system architecture of an exemplary embodiment of the present invention.
  • the system of the present invention includes a hosting monitoring center 10 in communication with a plurality of remotely located disparate data sources 20 over a communications network 30 .
  • the communications network may be any data communications network, such as point-to-point connections, local area networks (LAN), wide area networks (WAN), Internet, etc. and may be over a wired or wireless communication medium.
  • the remotely located disparate data sources 20 provide qualitative information (e.g., events type data) and quantitative information (e.g., market data) related to a hosted power generating unit. For example, as shown in FIG.
  • the hosting monitoring center 10 may be in communication with a hosted power plant 20 a and SCADA data center 20 b .
  • SCADA data center 20 b may be any data source that archives time-series SCADA or telemetry data of a power generator, also sometimes referred to as SCADA historian, such as megawatts produced, fuel consumption, etc.
  • SCADA data center 20 b collects SCADA information from a plurality of power generations located within a defined region.
  • any SCADA data source may be used without departing from the scope of the present invention.
  • the hosted power plant 20 a provides internal operations data of the power plant, such as operational event logs, the amount of power being generated, operational cost information (including unit design and budget data), etc.
  • “Budget” data includes financial/cost expectations as well as operational expectations, such as expected hours of operation, expected number of starting the generators over a projected time frame, how much power is expected to be generated, etc. It is to be understood that the data provided by the hosted power plant 20 a may overlap with the information provided by the SCADA data center 20 b and may be used independently of, or in conjunction with, each other. Other remote data sources may include market and financial information data services (not shown) that provide historic and real-time market information to the monitoring center 10 .
  • the hosting monitoring center 10 includes power data server 12 , market data server 14 , and web server 16 . It is to be understood that these servers may be implemented in a single machine or a plurality of machines without departing from the scope of the invention.
  • the power data server 12 and market data server 14 are configured to obtain data from any number of the disparate data sources 20 .
  • the data sources 20 may be databases from hosted or unhosted systems, such as independent system operators (ISOs), regional system operators (RSOs), and SCADA data centers, for example.
  • the data may also be obtained from internal data sources of hosted and unhosted system, such as data from internal databases, spreadsheets, and other software packages.
  • the power data may, in some embodiments, include market-type data such as, for example, power pricing, fuel pricing, or the like.
  • the power data server 12 and market data server 14 convert the collected data into a common format and store the transformed data in data store 18 .
  • the data store 18 may be a single or a plurality of data storage devices and may be implemented as a direct data repository or a relational database. Other data store configurations may be used without departing from the scope of the present invention.
  • the web server 16 communicates with client devices 40 to provide monitoring functionality to the users. Client devices 40 may be workstations, notebooks, digital personal assistants, and other data-enabled devices. The web server 16 processes the requests from the client devices 40 and provides the requested information via reports and alarms to be described further below.
  • the web server 16 communicates with the client devices 40 via web-based applications.
  • the client devices 40 only need a web browser and do not require any specialized applications.
  • the web server 16 includes a proprietary XML-HTTP callback architecture to initiate requests from a browser from the client device 40 , for example, back to the web server 16 .
  • FIG. 2 shows a block diagram illustrating an exemplary embodiment of a communication interface architecture of the present invention.
  • the system and method of the present invention extract data from any number of disparate data sources 20 using a combination of web services and SQL server integration services.
  • the interface architecture in accordance with the exemplary embodiment of the present invention includes hosted Gateway API web service located behind the hosted system's firewalls, Hosting Interface API web service located behind the firewall of the web server 16 that communicates with the hosted Gateway API, and SQL server integration services that communicate with the interface web service, located on the data servers 12 and 14 . It is to be understood that locations of the services and additional services may be used without departing from the scope of the invention.
  • the Gateway API in accordance with the exemplary embodiment of the present invention extracts data from the hosted system's internal applications.
  • the Gateway API accesses known APIs of other commercial software systems and databases as well as any custom code needed to pull data from the hosted system's internal proprietary applications.
  • the Gateway API extracts data and returns the data to the web service client as either a ADO DataSet, XML document, byte array, string, or other similar data types.
  • the Hosting Interface API in accordance with the exemplary embodiment of the present invention provides the ability to communicate with the Gateway API and contains interface logic to transform data into a common data format.
  • the Hosting Interface API for example, pulls hourly, snapshot, and market data into the data store 18 .
  • the Hosting Interface API also generates log events from SCADA information.
  • the SQL server integration services in accordance with the exemplary embodiment of the present invention drive the communication interfaces.
  • the SQL server integration services utilize mapping data to execute, monitor, and report on scheduled interfaces for each hosted system.
  • the SQL server integration services include “retry” logic to ensure that data is not missed due to any sort of system failure.
  • the web server 16 of the hosting monitoring center 10 provides customized reports to the client devices 40 through report interfaces implemented on the web server 16 .
  • the report interfaces in accordance with an exemplary embodiment of the present invention are built from a customizable library of report interfaces.
  • the report interfaces of the present invention are customized using extensible markup language (XML)-based “config files” that contain information about what data to extract and how to format the data on a report interface. Accordingly, the XML config files in accordance with the present invention combine data from any number of disparate systems into a comprehensive report.
  • the XML config files of the present invention simply map data from the data store 18 directly to a report interface without requiring any customized code.
  • An exemplary embodiment of the present invention includes page config files and reports config files.
  • the page config file includes XML that may direct the page to change any property of the page itself, or any property of any control on the page. This allows the user interface to be changed without writing any code and increases maintainability across multiple client devices 40 .
  • the browser automatically looks for a page config file. If a page config file is found, the browser processes the XML for the page contained in the page config file. Each page or control property identified in the XML is then set based on the page config file setting. To illustrate, a button on the page may be hidden by setting the visible property of the button equal to hidden.
  • a config file may define standard .NET framework user controls that make-up a page.
  • a particular user control may be overridden for one or more user or customer locations (e.g., power stations or generators) via the config file.
  • a class e.g., basePage
  • invoked because of a load page event may process the config file, change page properties, and override user controls. In the case scenario where a user control is overridden, a new user control may be loaded and a local variable may be set accordingly.
  • the reports config file defines the layout of a report interface using XML included in the reports config file.
  • the reports config file includes XML fragments for each object to be displayed on the report interface (e.g., graph, pie chart, data table, etc.)
  • the XML fragment includes information specific to the object being shown (e.g., location on report, height, width, colors, etc.) as well as mapping information back to the data store 18 as to what data should be displayed.
  • mappings to multiple stored procedures defined for a single report object. For example, a chart may pull hourly megawatt (MW) data from one stored procedure and hourly price information from another in conjunction with a reporting engine to be described below.
  • MW hourly megawatt
  • reports config files may be defined for a single report but have different configurations depending on what hosted system (e.g., power plant) the report is for.
  • each reports config file may have a “default” configuration defined.
  • locations any hosted system (e.g., power plant) or unit (e.g., generators) referred to as “locations,” where the report is to have a different look and feel and/or different data source, a subsequent “override” XML fragment is defined for the location. Any location that does not have the override fragment reverts to the default layout.
  • FIG. 4 shows a block diagram illustrating an exemplary embodiment of generating a report interface in accordance with the present invention.
  • a reporting engine 410 processes the page config file 420 and reports config file 430 , executes the stored procedures identified 440 , and creates and formats the report objects on a report interface 450 .
  • the reporting engine 410 returns an HTML div containing the formatted report.
  • the reporting engine 410 loads the reports config file 430 and identifies all of the stored procedures to call using an XPATH query.
  • the reporting engine 410 executes each one, via a data access layer. By executing all stored procedures once and holding them in memory for report processing, extraneous database calls are eliminated to optimize performance.
  • Each result set returned is stored in memory for the remainder of the report processing.
  • the reporting engine then iterates through the report objects to build the actual report interface 450 .
  • Object classes are defined for each possible report object (e.g., chart, pie chart, gauge, thermometer, note, table, etc.).
  • the object classes include logic to generate HTML and format data appropriately for each type of report object.
  • the reporting engine 410 creates an instance of the class and initializes the object generating basic HTML required.
  • the reporting engine 410 then iterates through each mapped data item to be illustrated in the report object and passes the data item to the class from the appropriate result set extracted from the database earlier.
  • the class processes the data into HTML (or XML) for the report item and finally returns the completely formatted HTML, which is then inserted into the HTML div tags.
  • the report interface 450 is categorized as one of the following: dashboard report interface, daily operational report interface, quantitative summary/drill-down report interface (also referred to as “unit performance” interface), an ad-hoc SCADA query interface, and unit status communication interface.
  • FIGS. 5A-5K show exemplary embodiments of the dashboard report interface.
  • the dashboards page allows users to select any configured dashboard for any power plant within the data store 18 .
  • FIGS. 5A-5K show exemplary embodiments of the following dashboards, respectively: Operations, Megawatts (MW), Availability, Budget, Cost/Revenue, MTD Portfolio Summary, YTD Portfolio Summary, Fuel Trading Summary, Power Trading Summary, Spark Spread Summary, and Financial Option Summary. It is understood that other dashboard interfaces may be included without departing from the scope of the present invention.
  • each dashboard is run for a selected month. However, other time ranges may be used without departing from the scope of the invention.
  • the user may select a power plant (i.e., location) and a month out of a year, and refresh the report.
  • An XML-HTTP callback is made from the browser on the client device 40 to the web server 16 .
  • the web server 16 receives the XML-HTTP request and creates an instance of the reporting engine 410 described above.
  • the reporting engine 410 builds the report interface 450 as described above, which may be an HTML div with report objects in it.
  • the div is returned to the browser on the client device 40 that initiated the XML-HTTP call.
  • the client device 40 refreshes the page on the screen with the newly created report. As shown in FIGS.
  • the dashboard interface includes a combination of report objects, such as gauges, bar graphs, line graphs, pie charts, and tables to provide an overall performance view of the selected location by integrating the qualitative and quantitative data obtained from the disparate data sources 20 , converted into a common format, and stored in the data store 18 .
  • the report object may be animated as the information is provided to show movement of the various gauges, bar graphs, line graphs, pie charts, and other graphical representations.
  • FIGS. 6A and 6B show exemplary embodiments of the daily report interface.
  • the daily reports page allows a user to select a configured daily report.
  • FIGS. 6A and 6B show the Daily Summary and Trading Summary, respectively.
  • Other daily reports may include Day Forecasted Availability and Daily Log. It is to be understood that other daily summary reports may be included without departing from the scope of the invention.
  • the user selects a power plant (i.e., location), a reporting day, and refreshes report.
  • An XML-HTTP callback is made from the browser of the client device 40 to the web server 16 .
  • the web server 16 receives the XML-HTTP Request and creates an instance of the reporting engine 410 described above.
  • the reporting engine 410 builds the report as described above, which may be an HTML div with report objects in it.
  • the div is returned to the browser on the client device 40 that initiated the XML-HTTP call.
  • the client device 40 refreshes the page on the screen with the newly created report.
  • the daily report interface provides a summary of daily operational and financial activities of the selected location by integrating the qualitative and quantitative data obtained from the disparate data sources 20 , converted into a common format, and stored in the data store 18 .
  • FIGS. 7A and 7B show exemplary embodiments of the unit performance report interface.
  • the unit performance report interface includes quantitative reports for daily, weekly, and monthly time horizon, for example.
  • the unit performance report interface includes drill down capability so that hourly detail report data may also be retrieved.
  • the unit performance report interface includes the following reports: Operating Summary, Availability Summary, Actual Plant Dispatch, Actual Plant Usage, Budgeted v. Actual Dispatch, Budgeted Plant Usage, Operational Decisions, Trading Decisions, Outage Decisions, Gas Balance, and Trade Summary. It is understood that other summaries may be included without departing from the scope of the invention.
  • the unit performance report interface and the items displayed are maintained in an XML fragment in the unit performance page's reports config file 430 .
  • a user selects a report, a time frame, and a time horizon to initiate the report.
  • the browser of the client device 40 initiates a callback to the web server 16 , which in turn calls a stored procedure 440 .
  • the stored procedure includes logic to summarize the data to the selected level (daily, weekly, monthly).
  • the result set is returned to the web server 16 , the page is correctly formatted with the data into a table with the correct number of columns (e.g., based on daily, weekly, or monthly) and returns the table to the browser on the client device 40 . As shown in FIG.
  • the unit performance page also includes drill down capability to drill down into a finer granularity (e.g., hourly details).
  • Database mapping tables are used to map summary items on the main page to the hourly detail.
  • FIGS. 8-11B show exemplary embodiments of ad-hoc SCADA query interface and unit status communication interface in accordance with the present invention.
  • FIG. 8 illustrates an exemplary unit interface that displays operational information of a selected unit.
  • the information may include current status 805 , operational statistics 810 , schedules 815 , event logs for the unit 820 , and market data 825 .
  • the information may be displayed for a selected date. It is to be understood that other information regarding the selected unit may be included without departing from the scope of the invention.
  • FIG. 9 illustrates an exemplary unit attribute interface that displays a summary of the operational attributes based on region 905 , control area 910 , unit 915 , and date range 920 , for example.
  • Other criteria such as type 925 , season 930 , and attribute 935 may be selected for viewing.
  • FIG. 10 illustrates an exemplary event log interface for a selected unit.
  • the event log may be sorted based on event type 1005 and date range 1010 , for example.
  • the event types may include, but not limited to: Actual Shutdown, Actual Start, Derate (max cap change), General Note, Schedule Change, Schedule Test, Schedule Update, Trip (max cap change), and Workorder Impacting Operations.
  • FIGS. 11A and 11B illustrate an exemplary (near) real time monitor for a selected unit.
  • the operational data of a hosted power plant is updated every three (3) minutes.
  • the monitor may be selected based on region, control area, unit, and technology.
  • Technology criteria may include, but is not limited to, BWR, CCGT Gas, CCGT Steam, Diesel, Fluidized Bed, Combustion, Fossil Steam, Gas Turbine, Geothermal, Hydro, Jet, Pumped Storage, PWR, and Wind Turbine.
  • the real time monitor includes a pull-out to provide graphical representation of the monitored parameters, such as megawatt (MW), heat rate, and emissions. Other parameters may be included without departing from the scope of the present invention.
  • the system and method of the present invention includes alarm monitoring and tracking of user-defined significant events.
  • the monitoring center 10 of the present invention tracks and logs when a hosted unit comes on-line or goes off-line.
  • the monitoring center 10 tracks alarms against any generation operational parameter that is archived in the time-series data store 18 . This is implemented by querying the time-series historical data store 18 for values archived for a selected operational parameter over a set time interval. For example, for a generator unit on-line alarm, the monitoring center 10 queries the historical archive in the data store 18 for a fifteen (15) minute interval and examines breaker status recorded during that timeframe. Any change in the monitored value represents an event, which triggers an alarm. Once examination for the given parameter and time period is complete, the monitored time interval is marked as examined and the alarm as tracked. Future monitoring of the historical archived data in the data store 18 will check subsequent intervals based on what has already been marked as examined.
  • the alarming feature is not limited to tracking on/off types or digital state data. Rather, monitored recorded events may also be examined based on numerical thresholds. For example, generation managers may wish to monitor megawatt (MW) levels and create different events based on the number of megawatts produced at a power generation facility. The plant may want to be alerted when the megawatt (MW) level reaches a specific level, such as 100, 250, and 500. Each MW level reached requires a unique action or log entry to be recorded. Such alarms are defined in the monitoring center 10 to initiate tracking and logging. For example, in an exemplary embodiment of the present invention, alarms may be defined by noting the following data points:
  • examined archived data may be marked by noting:
  • monitoring of any number of hosted power generation units is realized by collecting qualitative (e.g., event data) and quantitative (e.g., cost, market data) information from a plurality of disparate data sources, converting the disparate data into a common data format, and storing the transformed data to be served up through a communications network, such as the Internet, to a plurality of client devices that may be located anywhere in the world.
  • the various report interfaces in accordance with the present invention allow the user to monitor the performance of the hosted power generation units including a comparison of the actual performance of the monitored unit with expected (i.e., budgeted) performance.
  • the system and method of the present invention generates reports using XML config files to reduce the time to build and customize any number of reports.
  • the XML config files allow developers to simply map data from database stored procedures directly to a report without writing any code to reduce the time required to deliver a report and eliminate the need for any code changes to existing applications.

Abstract

The invention broadly encompasses a system including a communications network, a plurality of remotely located data sources to provide power data, the power data including quantitative and qualitative data of one or more power generation units, and a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including a communications unit to extract the power data from the plurality of remotely located data sources, a data conversion unit to transform the power data into a common data format, a data store to store the transformed power data, and a user interface unit to display the transformed power data on one or more client devices through the communications network.

Description

  • This application is a continuation application of copending U.S. application Ser. No. 12/399,689, filed on Mar. 6, 2009, which claims the benefit of U.S. provisional patent application No. 61/034,912, which was filed on Mar. 7, 2008, both of which are hereby incorporated by reference in their entirety.
  • I. FIELD OF THE INVENTION
  • The invention encompasses a performance monitor for power generators, and more particularly to a performance monitor for power generators that is adaptable to handle data from any data source.
  • II. BACKGROUND OF THE INVENTION
  • The power industry has been rapidly changing with the advent of deregulation as well as other socio-economic factors. As a result, increases in efficiency and control of power generation costs are becoming of more importance. To meet the industry needs, a large number of siloed information technology (IT) applications have been introduced. However, these applications are typically not built with integration in mind with each application being too proprietary in nature and specifically tailored for a particular power generation operation. Accordingly, collection and integration of data from these applications and systems are extremely difficult outside of the intended operation. Many utilities have sought to create a large scale data warehouse to solve this integration problem with very little success.
  • Another difficulty with prior art systems is the disparate number of locations even within the organization that needs access to the data. For example, within a power company, traders on a central trade floor, plant personnel at each power plant, engineers stationed regionally, management dispersed throughout the organization, and third parties all need access to the data in some form. The traditional siloed applications are typically client-server based applications and it is difficult to provide access to everyone in need of the data.
  • In addition, due to the generally isolated nature of the prior art systems as described above, combining qualitative event type data (e.g., real-time or recorded plant operations data) and quantitative data (e.g., Supervisory Control and Data Acquisition (SCADA) and market data) becomes difficult and cumbersome, if not impossible, due to the size and disparity of the data. On the other hand, such information is important in determining proper operation of power generation as back office settlement activities determine penalties associated with under or over production of power, for example. Typically, back office personnel manually extract data from a number of different IT systems in the organization to determine the activities that occurred in prior reporting periods. Many times, logs maintained in word processing or hand written documents must be searched manually.
  • Moreover, when a type of report is required, IT developers have to develop some level of custom code to extract data from the data and format the data properly onto a report. This task becomes even more complicated when disparate data sources with varying data formats are used.
  • III. SUMMARY OF THE INVENTION
  • Accordingly, the invention encompasses a system and method for monitoring power generation operations that substantially overcomes the limitations and disadvantages of the related art.
  • In one embodiment, the invention encompasses a system and method for collecting power generation operation data from disparate data sources and generating a report of the performance of the operation.
  • Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
  • To achieve these and other advantages and in accordance with the purpose of the invention, as embodied and broadly described, a system encompasses a communications network, a plurality of remotely located data sources to provide power data, the power data including quantitative and qualitative data of one or more power generation units, and a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including a communications unit to extract the power data from the plurality of remotely located data sources, a data conversion unit to transform the power data into a common data format, a data store to store the transformed power data, and a user interface unit to display the transformed power data on one or more client devices through the communications network.
  • In one embodiment, the invention encompasses methods of communicating with a plurality of remotely located data sources from a performance monitor via a communications network, the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units, extracting the power data from the plurality of remotely located data sources, transforming the extracted power data into a common data format, storing the transformed power data in a data store, and displaying the transformed power data on one or more client devices through the communications network.
  • It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory and are intended to provide further explanation of the invention as claimed.
  • IV. BRIEF DESCRIPTION OF THE DRAWINGS
  • The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention. In the drawings:
  • FIG. 1 describes a block diagram illustrating an overall system architecture of an exemplary embodiment of the present invention;
  • FIG. 2 shows a block diagram illustrating an exemplary embodiment of a communication interface architecture of the present invention;
  • FIG. 3 is an example of a config file in accordance with the present invention;
  • FIG. 4 shows a block diagram illustrating an exemplary embodiment of generating a report interface in accordance with the present invention;
  • FIGS. 5A-5K show exemplary embodiments of a dashboard report interface in accordance with the present invention;
  • FIGS. 6A and 6B show exemplary embodiments of a daily report interface in accordance with the present invention;
  • FIGS. 7A and 7B show exemplary embodiments of a unit performance report interface in accordance with the present invention;
  • FIG. 8 illustrates an exemplary unit interface in accordance with the present invention;
  • FIG. 9 illustrates an exemplary unit attribute interface in accordance with the present invention;
  • FIG. 10 illustrates an exemplary event log interface in accordance with the present invention; and
  • FIGS. 11A and 11B illustrate an exemplary real time monitor in accordance with the present invention.
  • V. DETAILED DESCRIPTION OF THE INVENTION General Description
  • The invention generally encompasses systems including:
  • a communications network;
  • a plurality of remotely located data sources to provide power data, the power data including quantitative and qualitative data of one or more power generation units; and
  • a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including
  • a communications unit to extract the power data from the plurality of remotely located data sources,
  • a data conversion unit to transform the power data into a common data format,
  • a data store to store the transformed power data, and
  • a user interface unit to display the transformed power data on one or more client devices through the communications network.
  • In certain illustrative embodiments, the quantitative data includes supervisory control and data acquisition (SCADA) data and/or market data.
  • In certain illustrative embodiments, the quantitative data includes operational cost data of the one or more power generation units.
  • In certain illustrative embodiments, the qualitative data includes event log data of the one or more power generation units.
  • In certain illustrative embodiments, the communications unit includes a gateway application programming interface (API) unit to pull the power data from the plurality of remotely located data sources.
  • In certain illustrative embodiments, the conversion unit includes an interface API unit to communicate with the gateway API unit and to transform the power data into the common data format.
  • In certain illustrative embodiments, the user interface unit includes an alarm unit to issue and track alarms based on user-defined events.
  • In certain illustrative embodiments, the user interface unit includes a reporting unit to display interactive reports on the one or more client devices.
  • In certain illustrative embodiments, the reporting unit includes any one of a dashboard reporting interface, daily operational reporting interface, unit performance interface, ad-hoc SCADA query interface, and unit status communications interface.
  • In certain illustrative embodiments, the user interface unit includes a library of extensible markup language (XML) configuration files, each XML configuration file being associated with a corresponding one of the interactive reports to map the power data stored in the data store directly to the corresponding interactive report for display on the one or more client devices.
  • In other embodiments the invention encompasses computer-implemented methods including
  • communicating with a plurality of remotely located data sources from a performance monitor via a communications network, the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units;
  • extracting the power data from the plurality of remotely located data sources;
  • transforming the extracted power data into a common data format;
  • storing the transformed power data in a data store; and
  • displaying the transformed power data on one or more client devices through the communications network.
  • In certain illustrative embodiments, the quantitative data includes supervisory control and data acquisition (SCADA) data and/or market data.
  • In certain illustrative embodiments, the quantitative data includes operational cost data of the one or more power generation units.
  • In certain illustrative embodiments, the qualitative data includes event log data of the one or more power generation units.
  • In certain illustrative embodiments, the step of extracting the power data from the remotely located data sources include pulling the power data from the plurality of remotely located data sources via a gateway application programming interface (API) unit.
  • In certain embodiments, the step of transforming the power data includes converting the power data into the common data format via an interface API unit.
  • In certain illustrative embodiments, the step of displaying includes issuing and tracking alarms based on user-defined events.
  • In certain illustrative embodiments, the step of displaying includes displaying interactive reports on the one or more client devices.
  • In certain illustrative embodiments, the interactive reports are displayed on any one of a dashboard reporting interface, daily operational reporting interface, unit performance interface, ad-hoc SCADA query interface, and unit status communications interface.
  • In certain illustrative embodiments, the step of displaying includes configuring the interactive reports via a library of extensible markup language (XML) configuration files, each XML configuration file being associated with a corresponding one of the interactive reports to map the power data stored in the data store directly to the corresponding interactive report for display on the one or more client devices.
  • In another embodiment, the invention encompasses a computer-readable storage medium, storing one or more programs configured for execution by one or more processors, the one or more programs comprising instructions to:
  • communicate with a plurality of remotely located data sources from a performance monitor via a communications network, the plurality of remotely located data sources providing power data including quantitative and qualitative data of one or more power generation units;
  • extract the power data from the plurality of remotely located data sources;
  • transform the extracted power data into a common data format;
  • store the transformed power data in a data store; and
  • display the transformed power data on one or more client devices through the communications network.
  • Reference will now be made in detail to the embodiments of the present invention, examples of which are illustrated in the accompanying drawings.
  • The system and method of the present invention is a flexible solution both in terms of the type and amount of data processed and in terms of monitoring and reporting to the above-identified problems of the prior art. In general, the system and method of the present invention is a hosting asset performance monitoring and reporting tool used by owners or power generators, such as independently owned utilities, municipalities, and cooperatives, for example. It is to be understood that other users and benefits may be realized without departing from the scope of the invention. The system and method of the present invention provides, for example, dashboard reporting (e.g., for management-level), summary/drill-down reporting (e.g., back office processing), daily operational reporting (e.g., operations), query interface for plant supervisory control and data acquisition (SCADA) information on ad-hoc basis, and near real-time status and logging capabilities. Accordingly, the system and method of the present invention provides, for example, logged information created by automated plant monitoring systems and/or plant personnel as events occur with relative SCADA and market information. The details of the system and method of the present invention is described below.
  • FIG. 1 shows a block diagram illustrating an overall system architecture of an exemplary embodiment of the present invention. As shown in FIG. 1, the system of the present invention includes a hosting monitoring center 10 in communication with a plurality of remotely located disparate data sources 20 over a communications network 30. The communications network may be any data communications network, such as point-to-point connections, local area networks (LAN), wide area networks (WAN), Internet, etc. and may be over a wired or wireless communication medium. The remotely located disparate data sources 20 provide qualitative information (e.g., events type data) and quantitative information (e.g., market data) related to a hosted power generating unit. For example, as shown in FIG. 1, the hosting monitoring center 10 may be in communication with a hosted power plant 20 a and SCADA data center 20 b. SCADA data center 20 b may be any data source that archives time-series SCADA or telemetry data of a power generator, also sometimes referred to as SCADA historian, such as megawatts produced, fuel consumption, etc. Generally, SCADA data center 20 b collects SCADA information from a plurality of power generations located within a defined region. However, any SCADA data source may be used without departing from the scope of the present invention. The hosted power plant 20 a provides internal operations data of the power plant, such as operational event logs, the amount of power being generated, operational cost information (including unit design and budget data), etc. “Budget” data, as used herein, includes financial/cost expectations as well as operational expectations, such as expected hours of operation, expected number of starting the generators over a projected time frame, how much power is expected to be generated, etc. It is to be understood that the data provided by the hosted power plant 20 a may overlap with the information provided by the SCADA data center 20 b and may be used independently of, or in conjunction with, each other. Other remote data sources may include market and financial information data services (not shown) that provide historic and real-time market information to the monitoring center 10.
  • The hosting monitoring center 10 includes power data server 12, market data server 14, and web server 16. It is to be understood that these servers may be implemented in a single machine or a plurality of machines without departing from the scope of the invention. The power data server 12 and market data server 14 are configured to obtain data from any number of the disparate data sources 20. The data sources 20 may be databases from hosted or unhosted systems, such as independent system operators (ISOs), regional system operators (RSOs), and SCADA data centers, for example. The data may also be obtained from internal data sources of hosted and unhosted system, such as data from internal databases, spreadsheets, and other software packages. The power data may, in some embodiments, include market-type data such as, for example, power pricing, fuel pricing, or the like. The power data server 12 and market data server 14 convert the collected data into a common format and store the transformed data in data store 18. The data store 18 may be a single or a plurality of data storage devices and may be implemented as a direct data repository or a relational database. Other data store configurations may be used without departing from the scope of the present invention. The web server 16 communicates with client devices 40 to provide monitoring functionality to the users. Client devices 40 may be workstations, notebooks, digital personal assistants, and other data-enabled devices. The web server 16 processes the requests from the client devices 40 and provides the requested information via reports and alarms to be described further below.
  • In an exemplary embodiment of the present invention, the web server 16 communicates with the client devices 40 via web-based applications. In the exemplary embodiment, the client devices 40 only need a web browser and do not require any specialized applications. The web server 16 includes a proprietary XML-HTTP callback architecture to initiate requests from a browser from the client device 40, for example, back to the web server 16.
  • FIG. 2 shows a block diagram illustrating an exemplary embodiment of a communication interface architecture of the present invention. As shown in FIG. 2, the system and method of the present invention extract data from any number of disparate data sources 20 using a combination of web services and SQL server integration services. For example, the interface architecture in accordance with the exemplary embodiment of the present invention includes hosted Gateway API web service located behind the hosted system's firewalls, Hosting Interface API web service located behind the firewall of the web server 16 that communicates with the hosted Gateway API, and SQL server integration services that communicate with the interface web service, located on the data servers 12 and 14. It is to be understood that locations of the services and additional services may be used without departing from the scope of the invention.
  • The Gateway API in accordance with the exemplary embodiment of the present invention extracts data from the hosted system's internal applications. The Gateway API accesses known APIs of other commercial software systems and databases as well as any custom code needed to pull data from the hosted system's internal proprietary applications. In an exemplary embodiment, the Gateway API extracts data and returns the data to the web service client as either a ADO DataSet, XML document, byte array, string, or other similar data types.
  • The Hosting Interface API in accordance with the exemplary embodiment of the present invention provides the ability to communicate with the Gateway API and contains interface logic to transform data into a common data format. The Hosting Interface API, for example, pulls hourly, snapshot, and market data into the data store 18. The Hosting Interface API also generates log events from SCADA information.
  • The SQL server integration services in accordance with the exemplary embodiment of the present invention drive the communication interfaces. The SQL server integration services utilize mapping data to execute, monitor, and report on scheduled interfaces for each hosted system. In accordance with the exemplary embodiment of the present invention, the SQL server integration services include “retry” logic to ensure that data is not missed due to any sort of system failure.
  • Once the qualitative and quantitative information of the hosted power generating unit (e.g., power plant 20 a) is available, the web server 16 of the hosting monitoring center 10 provides customized reports to the client devices 40 through report interfaces implemented on the web server 16. The report interfaces in accordance with an exemplary embodiment of the present invention are built from a customizable library of report interfaces. The report interfaces of the present invention are customized using extensible markup language (XML)-based “config files” that contain information about what data to extract and how to format the data on a report interface. Accordingly, the XML config files in accordance with the present invention combine data from any number of disparate systems into a comprehensive report. The XML config files of the present invention simply map data from the data store 18 directly to a report interface without requiring any customized code.
  • An exemplary embodiment of the present invention includes page config files and reports config files. The page config file, as shown in FIG. 3, includes XML that may direct the page to change any property of the page itself, or any property of any control on the page. This allows the user interface to be changed without writing any code and increases maintainability across multiple client devices 40. For example, when the page initially loads, the browser automatically looks for a page config file. If a page config file is found, the browser processes the XML for the page contained in the page config file. Each page or control property identified in the XML is then set based on the page config file setting. To illustrate, a button on the page may be hidden by setting the visible property of the button equal to hidden. Furthermore, properties have been created on certain pages such as a unit status report interface, to be explained below, that allow customization of entire sections of the page through the use of custom user controls. In addition, a config file may define standard .NET framework user controls that make-up a page. A particular user control may be overridden for one or more user or customer locations (e.g., power stations or generators) via the config file. In some embodiments, a class (e.g., basePage) invoked because of a load page event may process the config file, change page properties, and override user controls. In the case scenario where a user control is overridden, a new user control may be loaded and a local variable may be set accordingly.
  • The reports config file defines the layout of a report interface using XML included in the reports config file. The reports config file includes XML fragments for each object to be displayed on the report interface (e.g., graph, pie chart, data table, etc.) The XML fragment includes information specific to the object being shown (e.g., location on report, height, width, colors, etc.) as well as mapping information back to the data store 18 as to what data should be displayed. There may be mappings to multiple stored procedures defined for a single report object. For example, a chart may pull hourly megawatt (MW) data from one stored procedure and hourly price information from another in conjunction with a reporting engine to be described below. In an exemplary embodiment, reports config files may be defined for a single report but have different configurations depending on what hosted system (e.g., power plant) the report is for. For example, each reports config file may have a “default” configuration defined. For any hosted system (e.g., power plant) or unit (e.g., generators) referred to as “locations,” where the report is to have a different look and feel and/or different data source, a subsequent “override” XML fragment is defined for the location. Any location that does not have the override fragment reverts to the default layout.
  • FIG. 4 shows a block diagram illustrating an exemplary embodiment of generating a report interface in accordance with the present invention. A reporting engine 410 processes the page config file 420 and reports config file 430, executes the stored procedures identified 440, and creates and formats the report objects on a report interface 450. The reporting engine 410 returns an HTML div containing the formatted report. The reporting engine 410 loads the reports config file 430 and identifies all of the stored procedures to call using an XPATH query. Once the reporting engine 410 has gathered a list of stored procedures, the reporting engine 410 executes each one, via a data access layer. By executing all stored procedures once and holding them in memory for report processing, extraneous database calls are eliminated to optimize performance. Each result set returned is stored in memory for the remainder of the report processing. The reporting engine then iterates through the report objects to build the actual report interface 450. Object classes are defined for each possible report object (e.g., chart, pie chart, gauge, thermometer, note, table, etc.). The object classes include logic to generate HTML and format data appropriately for each type of report object. For each report object, the reporting engine 410 creates an instance of the class and initializes the object generating basic HTML required. The reporting engine 410 then iterates through each mapped data item to be illustrated in the report object and passes the data item to the class from the appropriate result set extracted from the database earlier. The class processes the data into HTML (or XML) for the report item and finally returns the completely formatted HTML, which is then inserted into the HTML div tags.
  • In an exemplary embodiment of the present invention, the report interface 450 is categorized as one of the following: dashboard report interface, daily operational report interface, quantitative summary/drill-down report interface (also referred to as “unit performance” interface), an ad-hoc SCADA query interface, and unit status communication interface.
  • FIGS. 5A-5K show exemplary embodiments of the dashboard report interface. The dashboards page allows users to select any configured dashboard for any power plant within the data store 18. FIGS. 5A-5K show exemplary embodiments of the following dashboards, respectively: Operations, Megawatts (MW), Availability, Budget, Cost/Revenue, MTD Portfolio Summary, YTD Portfolio Summary, Fuel Trading Summary, Power Trading Summary, Spark Spread Summary, and Financial Option Summary. It is understood that other dashboard interfaces may be included without departing from the scope of the present invention. In the exemplary embodiment, each dashboard is run for a selected month. However, other time ranges may be used without departing from the scope of the invention. For example, the user may select a power plant (i.e., location) and a month out of a year, and refresh the report. An XML-HTTP callback is made from the browser on the client device 40 to the web server 16. The web server 16 receives the XML-HTTP request and creates an instance of the reporting engine 410 described above. The reporting engine 410 builds the report interface 450 as described above, which may be an HTML div with report objects in it. The div is returned to the browser on the client device 40 that initiated the XML-HTTP call. The client device 40 refreshes the page on the screen with the newly created report. As shown in FIGS. 5A-5K, the dashboard interface includes a combination of report objects, such as gauges, bar graphs, line graphs, pie charts, and tables to provide an overall performance view of the selected location by integrating the qualitative and quantitative data obtained from the disparate data sources 20, converted into a common format, and stored in the data store 18. The report object may be animated as the information is provided to show movement of the various gauges, bar graphs, line graphs, pie charts, and other graphical representations.
  • FIGS. 6A and 6B show exemplary embodiments of the daily report interface. The daily reports page allows a user to select a configured daily report. FIGS. 6A and 6B show the Daily Summary and Trading Summary, respectively. Other daily reports may include Day Forecasted Availability and Daily Log. It is to be understood that other daily summary reports may be included without departing from the scope of the invention. For example, the user selects a power plant (i.e., location), a reporting day, and refreshes report. An XML-HTTP callback is made from the browser of the client device 40 to the web server 16. The web server 16 receives the XML-HTTP Request and creates an instance of the reporting engine 410 described above. The reporting engine 410 builds the report as described above, which may be an HTML div with report objects in it. The div is returned to the browser on the client device 40 that initiated the XML-HTTP call. The client device 40 refreshes the page on the screen with the newly created report. The daily report interface provides a summary of daily operational and financial activities of the selected location by integrating the qualitative and quantitative data obtained from the disparate data sources 20, converted into a common format, and stored in the data store 18.
  • FIGS. 7A and 7B show exemplary embodiments of the unit performance report interface. The unit performance report interface includes quantitative reports for daily, weekly, and monthly time horizon, for example. In addition, the unit performance report interface includes drill down capability so that hourly detail report data may also be retrieved. In the exemplary embodiment, the unit performance report interface includes the following reports: Operating Summary, Availability Summary, Actual Plant Dispatch, Actual Plant Usage, Budgeted v. Actual Dispatch, Budgeted Plant Usage, Operational Decisions, Trading Decisions, Outage Decisions, Gas Balance, and Trade Summary. It is understood that other summaries may be included without departing from the scope of the invention. In the exemplary embodiment, the unit performance report interface and the items displayed are maintained in an XML fragment in the unit performance page's reports config file 430. For example, a user selects a report, a time frame, and a time horizon to initiate the report. The browser of the client device 40 initiates a callback to the web server 16, which in turn calls a stored procedure 440. The stored procedure includes logic to summarize the data to the selected level (daily, weekly, monthly). When the result set is returned to the web server 16, the page is correctly formatted with the data into a table with the correct number of columns (e.g., based on daily, weekly, or monthly) and returns the table to the browser on the client device 40. As shown in FIG. 7B, the unit performance page also includes drill down capability to drill down into a finer granularity (e.g., hourly details). Database mapping tables are used to map summary items on the main page to the hourly detail. When a user clicks on a cell on the main report, the browser on the client device 40 initiates a callback. The callback request is received by the web server 16, and a stored procedure 440 is executed to retrieve mapped detail from the data store 18. The mapped detail is returned to the client device 40 as a table, for example.
  • FIGS. 8-11B show exemplary embodiments of ad-hoc SCADA query interface and unit status communication interface in accordance with the present invention. For example, FIG. 8 illustrates an exemplary unit interface that displays operational information of a selected unit. The information may include current status 805, operational statistics 810, schedules 815, event logs for the unit 820, and market data 825. The information may be displayed for a selected date. It is to be understood that other information regarding the selected unit may be included without departing from the scope of the invention.
  • FIG. 9 illustrates an exemplary unit attribute interface that displays a summary of the operational attributes based on region 905, control area 910, unit 915, and date range 920, for example. Other criteria, such as type 925, season 930, and attribute 935 may be selected for viewing.
  • FIG. 10 illustrates an exemplary event log interface for a selected unit. The event log may be sorted based on event type 1005 and date range 1010, for example. In an exemplary embodiment, the event types may include, but not limited to: Actual Shutdown, Actual Start, Derate (max cap change), General Note, Schedule Change, Schedule Test, Schedule Update, Trip (max cap change), and Workorder Impacting Operations.
  • FIGS. 11A and 11B illustrate an exemplary (near) real time monitor for a selected unit. In an exemplary embodiment, the operational data of a hosted power plant is updated every three (3) minutes. However, the period for update may be changed without departing from the scope of the present invention. The monitor may be selected based on region, control area, unit, and technology. Technology criteria may include, but is not limited to, BWR, CCGT Gas, CCGT Steam, Diesel, Fluidized Bed, Combustion, Fossil Steam, Gas Turbine, Geothermal, Hydro, Jet, Pumped Storage, PWR, and Wind Turbine. As shown in FIG. 11B, the real time monitor includes a pull-out to provide graphical representation of the monitored parameters, such as megawatt (MW), heat rate, and emissions. Other parameters may be included without departing from the scope of the present invention.
  • In addition to the real time monitoring, the system and method of the present invention includes alarm monitoring and tracking of user-defined significant events. For example, the monitoring center 10 of the present invention tracks and logs when a hosted unit comes on-line or goes off-line. The monitoring center 10 tracks alarms against any generation operational parameter that is archived in the time-series data store 18. This is implemented by querying the time-series historical data store 18 for values archived for a selected operational parameter over a set time interval. For example, for a generator unit on-line alarm, the monitoring center 10 queries the historical archive in the data store 18 for a fifteen (15) minute interval and examines breaker status recorded during that timeframe. Any change in the monitored value represents an event, which triggers an alarm. Once examination for the given parameter and time period is complete, the monitored time interval is marked as examined and the alarm as tracked. Future monitoring of the historical archived data in the data store 18 will check subsequent intervals based on what has already been marked as examined.
  • The alarming feature is not limited to tracking on/off types or digital state data. Rather, monitored recorded events may also be examined based on numerical thresholds. For example, generation managers may wish to monitor megawatt (MW) levels and create different events based on the number of megawatts produced at a power generation facility. The plant may want to be alerted when the megawatt (MW) level reaches a specific level, such as 100, 250, and 500. Each MW level reached requires a unique action or log entry to be recorded. Such alarms are defined in the monitoring center 10 to initiate tracking and logging. For example, in an exemplary embodiment of the present invention, alarms may be defined by noting the following data points:
      • Archive historian database;
      • Archive historian data point to monitor;
      • Compare value (or alarm value);
      • Alarm log message to create when value is greater than comparison value;
      • Alarm log message to create when value is less than comparison value; and
      • Alarm log message to create when value is equal than comparison value.
  • To ensure all intervals are examined, examined archived data may be marked by noting:
      • Archive historian point examined;
      • Alarm that is tracked;
      • Examination start time; and
      • Examination end time.
  • This serves to baseline subsequent interval checks. It is to be understood that other notations may be made without departing from the scope of the present invention.
  • In accordance with an exemplary embodiment of the system and method of the present invention, monitoring of any number of hosted power generation units is realized by collecting qualitative (e.g., event data) and quantitative (e.g., cost, market data) information from a plurality of disparate data sources, converting the disparate data into a common data format, and storing the transformed data to be served up through a communications network, such as the Internet, to a plurality of client devices that may be located anywhere in the world. The various report interfaces in accordance with the present invention allow the user to monitor the performance of the hosted power generation units including a comparison of the actual performance of the monitored unit with expected (i.e., budgeted) performance. The system and method of the present invention generates reports using XML config files to reduce the time to build and customize any number of reports. The XML config files allow developers to simply map data from database stored procedures directly to a report without writing any code to reduce the time required to deliver a report and eliminate the need for any code changes to existing applications.
  • It will be apparent to those skilled in the art that various modifications and variations can be made in the system and method of the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.

Claims (1)

What is claimed is:
1. A system, comprising:
a communications network;
a plurality of remotely located data sources to provide power data, the power data including quantitative and qualitative data of one or more power generation units; and
a performance monitor in communication with the plurality of remotely located data sources through the communications network, the performance monitor including
a communications unit to extract the power data from the plurality of remotely located data sources,
a data conversion unit to transform the power data into a common data format,
a data store to store the transformed power data, and
a user interface unit to display the transformed power data on one or more client devices through the communications network.
US14/605,629 2008-03-07 2015-01-26 Universal performance monitor for power generators Abandoned US20150378420A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
US14/605,629 US20150378420A1 (en) 2008-03-07 2015-01-26 Universal performance monitor for power generators
US16/011,293 US20190171275A1 (en) 2008-03-07 2018-06-18 Universal performance monitor for power generators

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US3491208P 2008-03-07 2008-03-07
US12/399,689 US8965719B1 (en) 2008-03-07 2009-03-06 Universal performance monitor for power generators
US14/605,629 US20150378420A1 (en) 2008-03-07 2015-01-26 Universal performance monitor for power generators

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
US12/399,689 Continuation US8965719B1 (en) 2008-03-07 2009-03-06 Universal performance monitor for power generators

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US16/011,293 Continuation US20190171275A1 (en) 2008-03-07 2018-06-18 Universal performance monitor for power generators

Publications (1)

Publication Number Publication Date
US20150378420A1 true US20150378420A1 (en) 2015-12-31

Family

ID=52473086

Family Applications (3)

Application Number Title Priority Date Filing Date
US12/399,689 Active 2030-07-13 US8965719B1 (en) 2008-03-07 2009-03-06 Universal performance monitor for power generators
US14/605,629 Abandoned US20150378420A1 (en) 2008-03-07 2015-01-26 Universal performance monitor for power generators
US16/011,293 Abandoned US20190171275A1 (en) 2008-03-07 2018-06-18 Universal performance monitor for power generators

Family Applications Before (1)

Application Number Title Priority Date Filing Date
US12/399,689 Active 2030-07-13 US8965719B1 (en) 2008-03-07 2009-03-06 Universal performance monitor for power generators

Family Applications After (1)

Application Number Title Priority Date Filing Date
US16/011,293 Abandoned US20190171275A1 (en) 2008-03-07 2018-06-18 Universal performance monitor for power generators

Country Status (1)

Country Link
US (3) US8965719B1 (en)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019018007A1 (en) * 2017-07-20 2019-01-24 Targus International Llc Systems, methods and devices for remote power management and discovery
US10705566B2 (en) 2016-09-09 2020-07-07 Targus International Llc Systems, methods and devices for native and virtualized video in a hybrid docking station
US11017334B2 (en) 2019-01-04 2021-05-25 Targus International Llc Workspace management system utilizing smart docking station for monitoring power consumption, occupancy, and usage displayed via heat maps
US11039105B2 (en) 2019-08-22 2021-06-15 Targus International Llc Systems and methods for participant-controlled video conferencing
TWI743642B (en) * 2019-01-04 2021-10-21 美商泰格斯國際公司 Smart workspace management system
US11231448B2 (en) 2017-07-20 2022-01-25 Targus International Llc Systems, methods and devices for remote power management and discovery
US11614776B2 (en) 2019-09-09 2023-03-28 Targus International Llc Systems and methods for docking stations removably attachable to display apparatuses
US11740657B2 (en) 2018-12-19 2023-08-29 Targus International Llc Display and docking apparatus for a portable electronic device

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7233843B2 (en) * 2003-08-08 2007-06-19 Electric Power Group, Llc Real-time performance monitoring and management system
WO2012118067A1 (en) * 2011-02-28 2012-09-07 横河電機株式会社 Energy management method and system thereof, and gui method
US20130091266A1 (en) 2011-10-05 2013-04-11 Ajit Bhave System for organizing and fast searching of massive amounts of data
JP5939906B2 (en) * 2012-06-29 2016-06-22 三菱電機株式会社 Operation manual creation device
EP2985731A1 (en) * 2014-08-11 2016-02-17 Siemens Aktiengesellschaft Method, assembly, use of the method and computer program product for an evaluation of energy technology data
CN108415857B (en) * 2018-03-01 2021-03-23 合肥威艾尔智能技术有限公司 Universal processing method for serial port data

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6925385B2 (en) * 2003-05-16 2005-08-02 Seawest Holdings, Inc. Wind power management system and method
US7020701B1 (en) * 1999-10-06 2006-03-28 Sensoria Corporation Method for collecting and processing data using internetworked wireless integrated network sensors (WINS)
US7246156B2 (en) * 2003-06-09 2007-07-17 Industrial Defender, Inc. Method and computer program product for monitoring an industrial network
US7840607B2 (en) * 2004-08-06 2010-11-23 Siemens Aktiengesellschaft Data mart generation and use in association with an operations intelligence platform

Family Cites Families (62)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE69535577T2 (en) 1994-12-22 2008-03-06 Intel Corp., Santa Clara PERFORMANCE MANAGEMENT WITH CHARACTERISTIC PERFORMANCE CONSUMPTION OF A DEVICE
US6473744B1 (en) 1995-08-18 2002-10-29 Mhc Investment Company Apparatus and method for trading electric energy
US6598029B1 (en) 1997-02-24 2003-07-22 Geophonic Networks, Inc. Bidding for energy supply with request for service
US6021402A (en) 1997-06-05 2000-02-01 International Business Machines Corporaiton Risk management system for electric utilities
US7996296B2 (en) 1999-07-21 2011-08-09 Longitude Llc Digital options having demand-based, adjustable returns, and trading exchange therefor
US20040024483A1 (en) 1999-12-23 2004-02-05 Holcombe Bradford L. Controlling utility consumption
AU2001278923A1 (en) 2000-07-13 2002-01-30 Nxegen System and method for monitoring and controlling energy usage
US7162444B1 (en) 2000-08-18 2007-01-09 Planalytics, Inc. Method, system and computer program product for valuating natural gas contracts using weather-based metrics
JP2002125316A (en) 2000-10-13 2002-04-26 Kurita Water Ind Ltd Operation system for power generation facility
US20030055776A1 (en) 2001-05-15 2003-03-20 Ralph Samuelson Method and apparatus for bundling transmission rights and energy for trading
US7873442B2 (en) 2002-05-20 2011-01-18 The Energy Authority, Inc. System and method for managing and optimizing power use
EP1330006A1 (en) 2002-01-16 2003-07-23 Siemens Aktiengesellschaft Powersupply-network and method for operating it
US20030182250A1 (en) 2002-03-19 2003-09-25 Mohammad Shihidehpour Technique for forecasting market pricing of electricity
US20050125104A1 (en) 2003-12-05 2005-06-09 Wilson Thomas L. Electrical power distribution control systems and processes
US7860702B1 (en) 2002-09-18 2010-12-28 Peter B. Evans Assessing distributed energy resources for the energynet
US7877235B2 (en) 2003-01-31 2011-01-25 Verisae, Inc. Method and system for tracking and managing various operating parameters of enterprise assets
US7142949B2 (en) 2002-12-09 2006-11-28 Enernoc, Inc. Aggregation of distributed generation resources
US7333880B2 (en) 2002-12-09 2008-02-19 Enernoc, Inc. Aggregation of distributed energy resources
US6909941B2 (en) 2003-02-13 2005-06-21 Iso New England Inc. Methods for the management of a bulk electric power market
BRPI0411401A (en) 2003-06-05 2006-07-25 Enfo Broadcast As method and system for automatic demand management for non-durable goods
US20050027636A1 (en) 2003-07-29 2005-02-03 Joel Gilbert Method and apparatus for trading energy commitments
US7233843B2 (en) * 2003-08-08 2007-06-19 Electric Power Group, Llc Real-time performance monitoring and management system
CA2455689A1 (en) 2004-01-23 2005-07-23 Stuart Energy Systems Corporation System for controlling hydrogen network
US20050171704A1 (en) 2004-01-29 2005-08-04 Lewis Bradley M. Method for the automated quantification of power production, resource utilization and wear of turbines
US20050234600A1 (en) 2004-04-16 2005-10-20 Energyconnect, Inc. Enterprise energy automation
US20050004858A1 (en) 2004-08-16 2005-01-06 Foster Andre E. Energy advisory and transaction management services for self-serving retail electricity providers
US20060155423A1 (en) 2005-01-10 2006-07-13 Budike Lothar E S Jr Automated energy management system
US7274975B2 (en) 2005-06-06 2007-09-25 Gridpoint, Inc. Optimized energy management system
US7752106B1 (en) 2005-07-19 2010-07-06 Planalytics, Inc. System, method, and computer program product for predicting a weather-based financial index value
WO2007065135A2 (en) 2005-11-30 2007-06-07 Alternative Energy Systems Consulting, Inc. Agent based auction system and method for allocating distributed energy resources
US8170856B2 (en) 2006-04-12 2012-05-01 Power Analytics Corporation Systems and methods for real-time advanced visualization for predicting the health, reliability and performance of an electrical power system
US7844439B2 (en) * 2006-03-10 2010-11-30 Edsa Micro Corporation Systems and methods for real-time protective device evaluation in an electrical power distribution system
WO2008032225A2 (en) 2006-03-21 2008-03-20 Ranco Incorporated Of Delaware Refrigeration monitor unit
WO2007139587A1 (en) 2006-05-26 2007-12-06 The Board Of Regents Of The Nevada System Of Higher Education On Behalf Of The Desert Research Institute Utility monitoring systems and methods of use
US7844370B2 (en) 2006-08-10 2010-11-30 Gridpoint, Inc. Scheduling and control in a power aggregation system for distributed electric resources
US7747739B2 (en) 2006-08-10 2010-06-29 Gridpoint, Inc. Connection locator in a power aggregation system for distributed electric resources
US7873441B2 (en) 2006-09-25 2011-01-18 Andreas Joanni Synesiou System for execution of a load operating plan for load control
US20080091580A1 (en) 2006-10-17 2008-04-17 Gary Kremen Methods for cost reduction and underwriting considerations for financing renewable energy consumer premises equipment (CPE)
US8855829B2 (en) 2007-01-03 2014-10-07 Gridpoint, Inc. Method for controlling energy resources
US20080177678A1 (en) 2007-01-24 2008-07-24 Paul Di Martini Method of communicating between a utility and its customer locations
US8103465B2 (en) 2007-04-09 2012-01-24 Noveda Technologies, Inc. System and method for monitoring and managing energy performance
US7565227B2 (en) 2007-08-15 2009-07-21 Constellation Energy Group, Inc. Multi-building control for demand response power usage control
US8140279B2 (en) 2007-09-24 2012-03-20 Budderfly Ventures, Llc Computer based energy management
US20100064001A1 (en) 2007-10-10 2010-03-11 Power Takeoff, L.P. Distributed Processing
US20090187499A1 (en) 2008-01-21 2009-07-23 David Mulder System, Method and Computer Program Product for Providing Demand Response Functionality
US8000913B2 (en) 2008-01-21 2011-08-16 Current Communications Services, Llc System and method for providing power distribution system information
US7612466B2 (en) 2008-01-28 2009-11-03 VPT Energy Systems System and method for coordinated control and utilization of local storage and generation, with a power grid
US7925552B2 (en) 2008-03-13 2011-04-12 Solarcity Corporation Renewable energy system monitor
SG10201606766QA (en) 2008-05-09 2016-10-28 Accenture Global Services Ltd Method and system for managing a power grid
US20100076835A1 (en) 2008-05-27 2010-03-25 Lawrence Silverman Variable incentive and virtual market system
US7930070B2 (en) 2008-09-25 2011-04-19 Kingston Consulting, Inc. System, method, and module capable of curtailing energy production within congestive grid operating environments
US9002761B2 (en) 2008-10-08 2015-04-07 Rey Montalvo Method and system for automatically adapting end user power usage
US8260469B2 (en) 2008-11-04 2012-09-04 Green Energy Corporation Distributed hybrid renewable energy power plant and methods, systems, and comptuer readable media for controlling a distributed hybrid renewable energy power plant
US8200370B2 (en) 2008-12-04 2012-06-12 American Power Conversion Corporation Energy reduction
WO2010081165A2 (en) 2009-01-12 2010-07-15 Battelle Memorial Institute Nested, hierarchical resource allocation schema for management and control of an electric power grid
CA2749770C (en) 2009-01-14 2021-07-20 Integral Analytics, Inc. Optimization of microgrid energy use and distribution
US20100250590A1 (en) 2009-03-30 2010-09-30 Galvin Brian R System and method for managing energy
US8068938B2 (en) 2009-05-15 2011-11-29 General Electric Company Method and system for managing a load demand on an electrical grid
JP4806059B2 (en) 2009-09-09 2011-11-02 株式会社東芝 Energy management system and energy management method
US8509976B2 (en) 2010-02-18 2013-08-13 University Of Delaware Electric vehicle equipment for grid-integrated vehicles
US20110282511A1 (en) 2010-03-26 2011-11-17 Smart Power Devices Ltd Prediction, Communication and Control System for Distributed Power Generation and Usage
US8532836B2 (en) 2010-11-08 2013-09-10 General Electric Company Demand response load reduction estimation

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7020701B1 (en) * 1999-10-06 2006-03-28 Sensoria Corporation Method for collecting and processing data using internetworked wireless integrated network sensors (WINS)
US6925385B2 (en) * 2003-05-16 2005-08-02 Seawest Holdings, Inc. Wind power management system and method
US7246156B2 (en) * 2003-06-09 2007-07-17 Industrial Defender, Inc. Method and computer program product for monitoring an industrial network
US7840607B2 (en) * 2004-08-06 2010-11-23 Siemens Aktiengesellschaft Data mart generation and use in association with an operations intelligence platform

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11567537B2 (en) 2016-09-09 2023-01-31 Targus International Llc Systems, methods and devices for native and virtualized video in a hybrid docking station
US10705566B2 (en) 2016-09-09 2020-07-07 Targus International Llc Systems, methods and devices for native and virtualized video in a hybrid docking station
US11023008B2 (en) 2016-09-09 2021-06-01 Targus International Llc Systems, methods and devices for native and virtualized video in a hybrid docking station
US10578657B2 (en) 2017-07-20 2020-03-03 Targus International Llc Systems, methods and devices for remote power management and discovery
CN111066218A (en) * 2017-07-20 2020-04-24 泰格斯国际有限责任公司 Systems, methods, and devices for remote power management and discovery
US10663498B2 (en) 2017-07-20 2020-05-26 Targus International Llc Systems, methods and devices for remote power management and discovery
US11747375B2 (en) 2017-07-20 2023-09-05 Targus International Llc Systems, methods and devices for remote power management and discovery
WO2019018007A1 (en) * 2017-07-20 2019-01-24 Targus International Llc Systems, methods and devices for remote power management and discovery
US11231448B2 (en) 2017-07-20 2022-01-25 Targus International Llc Systems, methods and devices for remote power management and discovery
US11740657B2 (en) 2018-12-19 2023-08-29 Targus International Llc Display and docking apparatus for a portable electronic device
TWI743642B (en) * 2019-01-04 2021-10-21 美商泰格斯國際公司 Smart workspace management system
US11360534B2 (en) 2019-01-04 2022-06-14 Targus Internatonal Llc Smart workspace management system
TWI762432B (en) * 2019-01-04 2022-04-21 美商泰格斯國際公司 Smart workspace management system
TWI794051B (en) * 2019-01-04 2023-02-21 美商泰格斯國際公司 Smart workspace management system
US11017334B2 (en) 2019-01-04 2021-05-25 Targus International Llc Workspace management system utilizing smart docking station for monitoring power consumption, occupancy, and usage displayed via heat maps
US11405588B2 (en) 2019-08-22 2022-08-02 Targus International Llc Systems and methods for participant-controlled video conferencing
US11039105B2 (en) 2019-08-22 2021-06-15 Targus International Llc Systems and methods for participant-controlled video conferencing
US11818504B2 (en) 2019-08-22 2023-11-14 Targus International Llc Systems and methods for participant-controlled video conferencing
US11614776B2 (en) 2019-09-09 2023-03-28 Targus International Llc Systems and methods for docking stations removably attachable to display apparatuses

Also Published As

Publication number Publication date
US20190171275A1 (en) 2019-06-06
US8965719B1 (en) 2015-02-24

Similar Documents

Publication Publication Date Title
US20190171275A1 (en) Universal performance monitor for power generators
US9052732B2 (en) Aggregator, monitor, and manager of distributed micro-generators
US8761948B1 (en) System and method for managing and monitoring renewable energy power generation
US11699198B2 (en) Methods and systems for machine-learning for prediction of grid carbon emissions
US20160064930A1 (en) Aggregated micro-generator energy sources for delivering energy to a power grid
US7246014B2 (en) Human machine interface for an energy analytics system
US20020161624A1 (en) Decision support for automated power trading
US20050120332A1 (en) Method, system, and software for mapping and displaying process objects at different levels of abstraction
US20080126155A1 (en) Method and apparatus for enterprise operation assessment
CN104615617A (en) Dispatch monitoring information processing system for substation equipment
Dolk Integrated model management in the data warehouse era
Baumgartner et al. Web data extraction for business intelligence: the lixto approach
US20080221959A1 (en) System and architecture for managing distributed design chains
WO2003005735A1 (en) System and method for broadband capacity tracking
CN111966663A (en) Multi-user-side comprehensive energy data service system
CN108320166A (en) A kind of business opportunity progress method for tracing and system
Draber et al. How operation data helps manage life-cycle costs
Li et al. Research and design of power Visualization intelligent management platform based on big data technology
CN113902265A (en) Comprehensive information management system for test enterprises
Zhu et al. Research on the technology of marketing audit label library based on multi data fusion
Fauzan et al. Modeling Priority Maintenance Cost Based on Top-Down and Bottom-Up Approach with Reconciliation of Forum Group Discussion
CN117271629A (en) Financial data calling method based on big data
Fulton et al. Historical and projected datasets of the United States electricity-water-climate nexus
SOVA TECHNOLOGICAL TOOLS OF BUSINESS INTELLIGENCE FOR EFFECTIVE MANAGEMENT OF THE ENTERPRISE
Ghahramani A telecommunication's Lean Management Information System for the utility industry

Legal Events

Date Code Title Description
AS Assignment

Owner name: BRIDGE BANK, NATIONAL ASSOCIATION, CALIFORNIA

Free format text: SECURITY INTEREST;ASSIGNOR:VERSIFY SOLUTIONS, INC.;REEL/FRAME:035973/0474

Effective date: 20150626

STCB Information on status: application discontinuation

Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION