Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch
This article implements Crisscross optimization technique with comprehensive vertical crossover (CSCVC) to solve the combined economic and emission dispatch (CEED) problem. The optimization problem considered here is multi-objective, as it involves both cost and emission to be minimized simultane...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Stefan cel Mare University of Suceava
2018-08-01
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| Series: | Advances in Electrical and Computer Engineering |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.4316/AECE.2018.03018 |
| _version_ | 1811334839242063872 |
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| author | CHELLADURAI, C. VICTOIRE, A. A. |
| author_facet | CHELLADURAI, C. VICTOIRE, A. A. |
| author_sort | CHELLADURAI, C. |
| collection | DOAJ |
| description | This article implements Crisscross optimization technique with comprehensive vertical crossover
(CSCVC) to solve the combined economic and emission dispatch (CEED) problem. The optimization
problem considered here is multi-objective, as it involves both cost and emission to be minimized
simultaneously. This complex and challenging problem can be solved using specialized technique
which could thoroughly search the solution space and locate the best optimal set of solutions.
The proposed CSCVC technique generates good quality solutions by implementing three interacting
search operators, namely horizontal, vertical and Comprehensive crossover stages. To prove the
superiority of the proposed technique numerical simulations are performed on 6, 10, and 14 Units
test systems. The numerical results are compared with other existing methods in the literature
and it is shown that the proposed CSCVC technique outperforms the other methods in terms
producing minimum cost and emission. |
| first_indexed | 2024-04-13T17:15:07Z |
| format | Article |
| id | doaj.art-eca69426c32341629cd680cb2928d852 |
| institution | Directory Open Access Journal |
| issn | 1582-7445 1844-7600 |
| language | English |
| last_indexed | 2024-04-13T17:15:07Z |
| publishDate | 2018-08-01 |
| publisher | Stefan cel Mare University of Suceava |
| record_format | Article |
| series | Advances in Electrical and Computer Engineering |
| spelling | doaj.art-eca69426c32341629cd680cb2928d8522022-12-22T02:38:10ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002018-08-0118313114010.4316/AECE.2018.03018Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission DispatchCHELLADURAI, C.VICTOIRE, A. A.This article implements Crisscross optimization technique with comprehensive vertical crossover (CSCVC) to solve the combined economic and emission dispatch (CEED) problem. The optimization problem considered here is multi-objective, as it involves both cost and emission to be minimized simultaneously. This complex and challenging problem can be solved using specialized technique which could thoroughly search the solution space and locate the best optimal set of solutions. The proposed CSCVC technique generates good quality solutions by implementing three interacting search operators, namely horizontal, vertical and Comprehensive crossover stages. To prove the superiority of the proposed technique numerical simulations are performed on 6, 10, and 14 Units test systems. The numerical results are compared with other existing methods in the literature and it is shown that the proposed CSCVC technique outperforms the other methods in terms producing minimum cost and emission.http://dx.doi.org/10.4316/AECE.2018.03018heuristic algorithmsnonlinear equationsoptimal schedulingoptimization methodspower generation dispatch |
| spellingShingle | CHELLADURAI, C. VICTOIRE, A. A. Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch Advances in Electrical and Computer Engineering heuristic algorithms nonlinear equations optimal scheduling optimization methods power generation dispatch |
| title | Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch |
| title_full | Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch |
| title_fullStr | Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch |
| title_full_unstemmed | Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch |
| title_short | Crisscross Optimization with Comprehensive Vertical Crossover to Solve Combined Economic Emission Dispatch |
| title_sort | crisscross optimization with comprehensive vertical crossover to solve combined economic emission dispatch |
| topic | heuristic algorithms nonlinear equations optimal scheduling optimization methods power generation dispatch |
| url | http://dx.doi.org/10.4316/AECE.2018.03018 |
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