Chaotic Butterfly Optimization Algorithm Applied to Multi-objective Economic and Emission Dispatch in Modern Power System

被引:0
|
作者
Sahoo A.K. [1 ]
Panigrahi T.K. [2 ]
Das S.R. [1 ]
Behera A. [1 ]
机构
[1] Department of Electrical Engineering, IIIT Bhubaneswar, Odisha, Bhubaneswar
[2] Department of Electrical Engineering, PMEC Berhampur, Odisha, Berhampur
来源
Recent Advances in Computer Science and Communications | 2022年 / 15卷 / 02期
关键词
Chaotic Butterfly Optimization Algorithm (CBOA); Combined Economic and Emission Dispatch (CEED); Economic Dispatch (ED); Penalty Factor; Prohibited Operating Zones; Transmission Loss; Valve Point Loading Effect;
D O I
10.2174/2666255813999200818140528
中图分类号
学科分类号
摘要
Aims: To optimize the economic and emission dispatch of the thermal power plant. Background: Considering both the economic and environmental aspects, a combined approach has been developed to attain a solution for a problem known as the combined economic and emission dispatch problem. The CEED problem is a non-linear bi-objective problem with conflicting behaviour having all the practical constraints. Objective: A new optimization method is improvised by applying the chaotic mapping to the butterfly optimization algorithm. This method is applied to the Combined Economic and Emission Dispatch (CEED) problem for optimizing consumed fuel cost and produced environment pollutants. Methods: Improved Chaotic Butterfly algorithm is applied to the optimization problem to optimize combined economic and emission dispatch. Results: The proposed technique is tested on four different test systems with various practical constraints like valve point loading, ramp rate limit and prohibited operating zones. The obtained results from the chaotic butterfly optimization algorithm (CBOA) are compared with other optimization techniques providing an optimum solution for the CEED problem. Conclusion Considering the environmental impact, the novel metaheuristic swarm intelligence technique is applied. Different test systems with different practical operational constraints like valve-point loading, prohibited operating zones and ramp rate limits and emission dispatch have been analyzed to validate the implementation of the proposed algorithm in real life CEED problem situations. © 2022 Bentham Science Publishers.
引用
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页码:170 / 185
页数:15
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