Economic Load Dispatch using IYSGA
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| Title: | Economic Load Dispatch using IYSGA |
|---|---|
| Authors: | Brar, Mandhir Singh, Brar, Gursewak Singh |
| Source: | European Journal of Theoretical and Applied Sciences; Vol. 2 No. 1 (2024): European Journal of Theoretical and Applied Sciences; 595-606 ; European Journal of Theoretical and Applied Sciences; Том 2 № 1 (2024): European Journal of Theoretical and Applied Sciences; 595-606 ; 2786-7447 ; 10.59324/ejtas.2024.2(1) |
| Publisher Information: | AMO Publisher |
| Publication Year: | 2024 |
| Subject Terms: | Economic Load Dispatch, Multi-objective, Power systems, Optimization, Yellow Saddle Goat Fish Algorithm |
| Description: | The Economic Load Dispatch (ELD) problem is a pivotal aspect of power system management, focusing on the efficient allocation of power generation among various units to meet the demand while minimizing costs. This research paper presents an Improved Yellow Saddle Goat Fish Algorithm (IYSGA) based method for resolving ELD issues. The key objective of proposed IYSGA method is to reduce error between demanded and generated load along with its unit cost. This objective is accomplished by using YSGA whose exploration ability is improved by exploring ability of Grasshopper Optimization Algorithm (GOA). By implementing IYSGA in given ELD problem, the convergence rate, exploring ability and solution quality is enhanced. The fitness function is determined by IYSGA in terms of error and cost reduction, which should be as minimum as possible. The simulations are performed on standardized IEEE bus system with 3-unit and 6-units to meet load demand of 850MW to 1263MW respectively. The experimental simulations conducted provide evidence that the proposed approach met the load demand with zero error. Furthermore, proposed method attained best cost of $8197.633 and $15,285.7055 for the 3-unit and 6-unit generation unit. These outcomes underscore the robustness and superiority of the proposed method in addressing the Economic Load Dispatch (ELD) problem, emphasizing its capacity to optimize power generation with unparalleled precision and cost-effectiveness. |
| Document Type: | article in journal/newspaper |
| File Description: | application/pdf |
| Language: | English |
| Relation: | https://ejtas.com/index.php/journal/article/view/664/515; https://ejtas.com/index.php/journal/article/view/664 |
| DOI: | 10.59324/ejtas.2024.2(1).52 |
| Availability: | https://ejtas.com/index.php/journal/article/view/664 https://doi.org/10.59324/ejtas.2024.2(1).52 |
| Rights: | https://creativecommons.org/licenses/by/4.0/ |
| Accession Number: | edsbas.1F559A85 |
| Database: | BASE |
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