The blog describes a new software tool developed by PNNL and funded by OE that streamlines the power plant evaluation process.
December 17, 2024Sandra Jenkins
Sandra Jenkins is a program manager in the Grid Controls and Communications Division in the Office of Electricity at the U.S. Department of Energy. The programs she manages oversee transmission reliability, renewable integration, sensors, and data analytics.
She has also worked with the U.S. Department of State as a global sustainability advisor. Before coming to Office of Electricity, she worked on the DOE Quadrennial Energy Review in the Energy Policy and Systems Analysis office, focusing on interdependencies with electricity and natural gas.
Sandra earned a master’s degree in technology and policy from MIT and a bachelor’s degree in electrical engineering from the University of Massachusetts-Amherst.
Introducing the Generator Scorecard: A Leap in Power Plant Performance Analysis
by Sandy Jenkins
Understanding the performance of power system generators is critical to making sure the lights stay on. Diagnosing issues with power supply can be tricky, but it’s important to know when issues occur and how they can affect power system stability so that the reliability and resilience of the grid is maintained. To that end, Pacific Northwest National Laboratory (PNNL), in collaboration with Bonneville Power Administration (BPA) and funded by the Office of Electricity and Solar Energy Technologies Office, have created a tool to make generator performance analysis easier. The innovative software tool is called the Generator Scorecard, and it aims to streamline the power plant evaluation process, making it more efficient and less time-consuming.
How Is the Generator Scorecard More Efficient?
Conventionally, evaluating a power plant's ability to control frequency and voltage requires detailed manual comparison of measured responses versus simulated ones. This model-based method, while effective, is time-consuming and labor-intensive. Each generator is evaluated one at a time using a small set of manually selected grid disturbances. Given the increasing number of Inverter-Based Resources (IBRs), such as solar or wind, a more efficient solution was necessary. Enter the Generator Scorecard.
The Generator Scorecard is designed to automatically analyze power plant performance using data from Phasor Measurement Units (PMUs). The synchrophasors produced by PMUs are ideal for this application because they are reported 60 times per second (approximately 100 times as fast as conventional measurements), which is critical for automatically identifying and analyzing grid disturbances of interest. Synchrophasors are also time stamped using a common clock, typically using GPS satellites, which allows generators from across a wide area to be analyzed simultaneously. The Department of Energy’s Office of Electricity has been supporting work on new technologies that utilize advanced synchronized measurement systems like PMUs through efforts like this one and through the North American SynchroPhasor Initiative (NASPI).
Key Features of the Generator Scorecard
The Generator Scorecard simplifies the power plant evaluation process by automating initial performance reviews and providing clear insights through a user-friendly interface. The tool uses three primary analytics:
- Frequency Response Measure (FRM): This analysis evaluates how well a power plant adjusts its active power output in response to changes in grid frequency.
- Voltage Response Measure (VRM): This quantifies a power plant's ability to adjust its reactive power output to maintain voltage levels.
- Voltage Schedule Tracking: This monitors how well a plant adheres to its prescribed voltage schedule, which varies depending on system load and time of day.
By processing PMU data, the Generator Scorecard provides feedback on power plant performance, easily identifying plants that excel or underperform in meeting frequency and voltage requirements. The tool features an intuitive Graphical User Interface (GUI) that makes it easy to navigate through extensive data. Power plants can be ranked from best to worst, allowing engineers to prioritize their focus. Both live and archived PMU data can be analyzed, providing flexibility in the types of analyses that can be performed.
Field Demonstration and Real-World Impact
In December 2023, the Generator Scorecard was put to the test in BPA's Synchrophasor lab. It monitored 22 power plants, including a mix of traditional and renewable energy sources. The demonstration successfully validated the tool's capabilities and provided ample data to refine its functionalities. Through these real-world tests, significant differences in plant performance were observed, proving the tool's effectiveness in identifying and analyzing performance issues.
Details of this demonstration can be found in the Advanced Measurements for Resilient Integration of Inverter-Based Resources: PROGRESS MATRIX Final Report.
Looking Forward: Commercialization Efforts
The development and successful field demonstration of the Generator Scorecard tool mark just the beginning of its journey. Recognizing its potential to benefit a broader set of users, PNNL is actively exploring the tool’s commercialization. PNNL is currently working with a software vendor to refine the Generator Scorecard tool for commercial deployment. This collaboration is crucial in ensuring the tool is robust, user-friendly, and capable of integration with various systems used by utilities around the world. PNNL is also engaging with other utilities to gather further input and validate the tool across different environments. These partnerships enable PNNL to tailor the Generator Scorecard to meet the diverse needs of the energy sector, ensuring that it can handle various challenges faced by different utilities.
Through collaborations with the national labs and industry, the goal is to enhance the Generator Scorecard and make it an indispensable tool for power plant performance monitoring and grid stability. By leveraging industry expertise and real-world feedback, DOE and PNNL are committed to continuous improvement and innovation, paving the way for a smarter, more reliable electrical grid.