Environmental Economic Load Dispatch Considering Demand Response Using a New Heuristic Optimization Algorithm
Advances in Civil and Industrial EngineeringAI Techniques for Renewable Source Integration and Battery Charging Methods in Electric Vehicle Applications(2023)
摘要
The aim of demand response concept is to mitigate the consumption of electric utility consumers to a reasonable consumption level so as to balance the demand-supply requirements. In this current research paper, demand response is considered as a multi-objective optimal economic emission dispatch issue to be addressed. The authors propose a novel nature-inspired optimization algorithm in the name of improved circle search algorithm (ICSA) to find the optimum combination between two generations, such as traditional generators, and demand response as a demand resource. The proposed ICSA was incorporated in MATLAB environment whereas the proposed optimization algorithm was evaluated using two standard test systems such as IEEE-30 bus system and 6-bus system. The optimization results substantiate that the proposed optimization algorithm is capable of mitigating both operation costs as well as test system emissions in a significant manner, while it was also achieving these results overcoming the specified constraints.
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关键词
demand response,optimization algorithm
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