Systems and methods for enhanced sequential power system model parameter estimation

Wang, Honggang; Yan, Weizhong; Mahapatra, Kaveri

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Title: Systems and methods for enhanced sequential power system model parameter estimation

Abstract

A system for enhanced sequential power system model calibration is provided. The system is programmed to store a model of a device. The model includes a plurality of parameters. The system is also programmed to receive a plurality of events associated with the device, receive a first set of calibration values for the plurality of parameters, generate a plurality of sets of calibration values for the plurality of parameters, for each of the plurality of sets of calibration values, analyze a first event of the plurality of events using a corresponding set of calibration values to generate a plurality of updated sets of calibration values, analyze the plurality of updated sets of calibration values to determine a current updated set of calibration values, and update the model to include the current updated set of calibration values.

Inventors:: Wang, Honggang; Yan, Weizhong; Mahapatra, Kaveri

Issue Date:: 2023-01-03

Research Org.:: General Electric Co., Schenectady, NY (United States)

Sponsoring Org.:: USDOE

OSTI Identifier:: 1986993

Patent Number(s):: 11544426

Application Number:: 16/601,732

Assignee:: General Electric Company (Schenectady, NY)

DOE Contract Number:: OE0000858

Resource Type:: Patent

Resource Relation:: Patent File Date: 10/15/2019

Country of Publication:: United States

Language:: English

Citation Formats


                    Wang, Honggang, Yan, Weizhong, and Mahapatra, Kaveri. Systems and methods for enhanced sequential power system model parameter estimation.  United States: N. p., 2023. 
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                    Wang, Honggang, Yan, Weizhong, & Mahapatra, Kaveri. Systems and methods for enhanced sequential power system model parameter estimation.  United States.

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                    Wang, Honggang, Yan, Weizhong, and Mahapatra, Kaveri. Tue .  
        "Systems and methods for enhanced sequential power system model parameter estimation".  United States.  https://www.osti.gov/servlets/purl/1986993.

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@article{osti_1986993,

  title        = {Systems and methods for enhanced sequential power system model parameter estimation},

  author       = {Wang, Honggang and Yan, Weizhong and Mahapatra, Kaveri},

  abstractNote = {A system for enhanced sequential power system model calibration is provided. The system is programmed to store a model of a device. The model includes a plurality of parameters. The system is also programmed to receive a plurality of events associated with the device, receive a first set of calibration values for the plurality of parameters, generate a plurality of sets of calibration values for the plurality of parameters, for each of the plurality of sets of calibration values, analyze a first event of the plurality of events using a corresponding set of calibration values to generate a plurality of updated sets of calibration values, analyze the plurality of updated sets of calibration values to determine a current updated set of calibration values, and update the model to include the current updated set of calibration values.},

  doi          = {},

  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {2023},

  month        = {1}

}

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Title: Systems and methods for enhanced sequential power system model parameter estimation

Abstract

Citation Formats

Synchronous generator modeling and frequency control using unscented Kalman filter patent, October 2018

Dynamic parameter tuning using particle swarm optimization patent, May 2017

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Calibration of Dynamic Building Energy Models with Multiple Responses Using Bayesian Inference and Linear Regression Models journal, November 2015

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Systems and Methods for Automated Model-Based Real-Time Simulation of a Microgrid for Market-Based Electric Power System Optimization patent-application, July 2012

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Similarity-based approaches to virtual screening journal, June 2003

Generating Unit Model Validation and Calibration Through Synchrophasor Measurements journal, January 2015

Method and system for model predictive control of a power plant patent-application, March 2007

Algorithm for screening PMU data for power system events conference, October 2012

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Calibration of Dynamic Building Energy Models with Multiple Responses Using Bayesian Inference and Linear Regression Models
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patent, August 2019

Systems and Methods for Automated Model-Based Real-Time Simulation of a Microgrid for Market-Based Electric Power System Optimization
patent-application, July 2012

Systems And Methods For Automated Model-Based Real-Time Simulation Of A Microgrid For Market-Based Electric Power System Optimization
patent-application, December 2018

Similarity-based approaches to virtual screening
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Generating Unit Model Validation and Calibration Through Synchrophasor Measurements
journal, January 2015

Method and system for model predictive control of a power plant
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Algorithm for screening PMU data for power system events
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Systems and methods for intuitive modeling of complex networks in a digital environment
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Analysis of disturbances in power systems
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