A Support Vector Regression Based Model Predictive Control for Volt-Var Optimization of Distribution Systems

A Support Vector Regression Based Model Predictive Control for Volt-Var Optimization of Distribution Systems

This paper proposes a support vector regression (SVR)-based model predictive control (MPC) for the volt-var optimization (VVO) of electrical distribution systems. First, measurement data from a few days of operation of a distribution system, gathered using advanced metering infrastructure (AMI), are...

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Bibliographic Details
Main Authors: Ebrahim Pourjafari, Marek Reformat
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Model predictive control
parallel optimization
power distribution
support vector regression
volt-var optimization
Online Access:https://ieeexplore.ieee.org/document/8759872/

Internet

https://ieeexplore.ieee.org/document/8759872/

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