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Direct load control by distributed imperialist competitive algorithm

Authors :
Fengji Luo
Junhua Zhao
Haiming Wang
Xiaojiao Tong
Yingying Chen
Zhao Yang Dong
Source :
Journal of Modern Power Systems and Clean Energy, Vol 2, Iss 4, Pp 385-395 (2014)
Publication Year :
2014
Publisher :
IEEE, 2014.

Abstract

Demand side management techniques have drawn significant attentions along with the development of smart grid. This paper proposes a new direct load control (DLC) model for scheduling interruptible air conditioner loads. The model is coordinated with the unit commitment and economic dispatch to minimize the total operation cost over the whole dispatch horizon. The network constraints are also considered in the model. To ensure the thermal comfort of the occupants, we are among the first to incorporate the advanced two-parameter thermal inertia dynamical model of customer houses into the DLC model to calculate the indoor temperature variation. This paper also proposes a distributed imperialist competitive algorithm to effectively solve the model. The simulation studies prove the efficiency of the proposed methodology.

Details

Language :
English
ISSN :
21965420
Volume :
2
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Journal of Modern Power Systems and Clean Energy
Publication Type :
Academic Journal
Accession number :
edsdoj.2c4a31562e784d0b89856187a42f7a16
Document Type :
article
Full Text :
https://doi.org/10.1007/s40565-014-0075-x