Power system model parameter conditioning tool
Abstract
A power system model parameter conditioning tool including a server control processor in communication with phasor measurement unit monitored data records of multiple disturbance events, a model calibration unit providing event screening, power system model simulation, and simultaneous tuning of model parameters. The model calibration performing a simulation using default model parameters, the processor comparing the simulation results to the monitored data. If the prediction is within threshold, then terminating conditioning; else performing parameter identifiability analysis to determine differing effects of various model parameters on power system model accuracy, selecting a parameter set causing a degradation in power system model prediction, and updating the default model parameters corresponding to members of the parameter set with values selected to reduce the degradation. A method and a non-transitory computer readable medium are also disclosed.
- Inventors:
- Issue Date:
- Research Org.:
- General Electric Co., Schenectady, NY (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1771536
- Patent Number(s):
- 10809683
- Application Number:
- 15/794,769
- Assignee:
- General Electric Company (Schenectady, NY)
- Patent Classifications (CPCs):
-
G - PHYSICS G05 - CONTROLLING G05B - CONTROL OR REGULATING SYSTEMS IN GENERAL
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
- DOE Contract Number:
- OE0000858
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 10/26/2017
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Baone, Chaitanya Ashok, Duan, Nan, Menon, Anup, and Dokucu, Mustafa Tekin. Power system model parameter conditioning tool. United States: N. p., 2020.
Web.
Baone, Chaitanya Ashok, Duan, Nan, Menon, Anup, & Dokucu, Mustafa Tekin. Power system model parameter conditioning tool. United States.
Baone, Chaitanya Ashok, Duan, Nan, Menon, Anup, and Dokucu, Mustafa Tekin. Tue .
"Power system model parameter conditioning tool". United States. https://www.osti.gov/servlets/purl/1771536.
@article{osti_1771536,
title = {Power system model parameter conditioning tool},
author = {Baone, Chaitanya Ashok and Duan, Nan and Menon, Anup and Dokucu, Mustafa Tekin},
abstractNote = {A power system model parameter conditioning tool including a server control processor in communication with phasor measurement unit monitored data records of multiple disturbance events, a model calibration unit providing event screening, power system model simulation, and simultaneous tuning of model parameters. The model calibration performing a simulation using default model parameters, the processor comparing the simulation results to the monitored data. If the prediction is within threshold, then terminating conditioning; else performing parameter identifiability analysis to determine differing effects of various model parameters on power system model accuracy, selecting a parameter set causing a degradation in power system model prediction, and updating the default model parameters corresponding to members of the parameter set with values selected to reduce the degradation. A method and a non-transitory computer readable medium are also disclosed.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue Oct 20 00:00:00 EDT 2020},
month = {Tue Oct 20 00:00:00 EDT 2020}
}
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