Fuzzy Neural Network Control of Thermostatically Controlled Loads for Demand-Side Frequency Regulation

Fuzzy Neural Network Control of Thermostatically Controlled Loads for Demand-Side Frequency Regulation

In this paper, a fuzzy neural network controller for regulating demand-side thermostatically controlled loads (TCLs) is designed with the aim of stabilizing the frequency of the smart grid. Specifically, the balance between power supply and demand is achieved by tracking the automatic generation con...

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Bibliographic Details
Main Authors: Zhengwei Qu, Chenglin Xu, Kai Ma, Zongxu Jiao
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
automatic generation control
fuzzy neural network control
thermostatically controlled loads
back propagation algorithm
particle swarm optimization
Online Access:https://www.mdpi.com/1996-1073/12/13/2463

Internet

https://www.mdpi.com/1996-1073/12/13/2463

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