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Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems

Ramij Raja Hossain Ratnesh Kumar

自动化学报(英文版)2023,Vol.10Issue(4):916-930,15.
自动化学报(英文版)2023,Vol.10Issue(4):916-930,15.DOI:10.1109/JAS.2023.123135

Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems

Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems

Ramij Raja Hossain 1Ratnesh Kumar1

作者信息

  • 1. Department of Electrical and Computer Engineering,Iowa State University,Ames,IA 50011 USA
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摘要

关键词

Machine learning/model predictive control (MPC)/neural network/perturbation control/voltage stabilization

Key words

Machine learning/model predictive control (MPC)/neural network/perturbation control/voltage stabilization

引用本文复制引用

Ramij Raja Hossain,Ratnesh Kumar..Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems[J].自动化学报(英文版),2023,10(4):916-930,15.

基金项目

This work was supported in part by the National Science Foundation(NSF-CSSI-2004766,NSF-PFI-2141084). (NSF-CSSI-2004766,NSF-PFI-2141084)

自动化学报(英文版)

OACSCDCSTPCDEI

2329-9266

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