NDLI: Black Widow Optimization for Multi Area Economic Emission Dispatch

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Black Widow Optimization for Multi Area Economic Emission Dispatch

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Black Widow Optimization for Multi Area Economic Emission Dispatch

Content Provider	Tech Science Press
Author	Jayakumar, N. Subramanian, S. Ganesan, S. Girishkumar, G.
Abstract	The optimization field has grown tremendously, and new optimization techniques are developed based on statistics and evolutionary procedures. Therefore, it is necessary to identify a suitable optimization technique for a particular application. In this work, Black Widow Optimization (BWO) algorithm is introduced to minimize the cost functions in order to optimize the Multi-Area Economic Dispatch (MAED). The BWO is implemented for two different-scale test systems, comprising 16 and 40 units with three and four areas. The performance of BWO is compared with the available optimization techniques in the literature to demonstrate the strategy’s efficacy. Results show that the optimized cost for four areas with 16 units is found to be 7336.76$/h, whereas it is 121,589$/h for four areas with 40 units using BWO. It is also noted that optimization algorithms other than BWO require higher cost value. The best-optimized solution for emission is achieved at 9.2784e+06 tones/h, and it is observed that there is a considerable difference between the worst and the best values. Also, the suggested technique is implemented for large-scale test systems successfully with high precision, and rapid convergence occurs in MAED.
Related Links	https://www.techscience.com/iasc/v35n1/48161
Starting Page	609
Ending Page	625
ISSN	10798587
DOI	10.32604/iasc.2023.027514
Issue Number	1
Journal	Intelligent Automation & Soft Computing (IASC)
Volume Number	35
e-ISSN	2326005X
Language	English
Publisher Date	2022-06-06
Access Restriction	Open
Subject Keyword	emission optimization multi-objective multi-area economic dispatch cost optimization Black widow optimization algorithm
Content Type	Text
Resource Type	Article
Subject	Artificial Intelligence

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