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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Alsumait, J.S. Sykulski, J.K. |
| Copyright Year | 2009 |
| Description | Author affiliation: Electrical Power Engineering Research Group at Southampton University, UK (Alsumait, J.S.) || University of Southampton, UK (Sykulski, J.K.) |
| Abstract | This study presents a new approach to solve the well-known power system Economic Load Dispatch problem (ED) using a hybrid algorithm consisting of Genetic Algorithm (GA), Pattern Search (PS) and Sequential Quadratic Programming (SQP). GA is the main optimizer of this algorithm, whereas PS and SQP are used to fine-tune the results obtained from the GA, thereby increasing solution confidence. To test the effectiveness of this approach it was applied to various test systems. Furthermore, the convergence characteristics and robustness of the proposed method have been explored through comparisons with results reported in literature. The outcome is very encouraging and suggests that the hybrid GA-PS-SQP algorithm is very effective in solving the power system economic load dispatch problem. |
| Starting Page | 333 |
| Ending Page | 338 |
| File Size | 145202 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424438600 |
| DOI | 10.1109/EURCON.2009.5167652 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2009-05-18 |
| Publisher Place | Russia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Quadratic programming Environmental economics Fuel economy Power system economics Genetic algorithms Power generation economics System testing Particle swarm optimization Cost function Search methods Sequential Quadratic Programming (SQP) Economic Dispatch Valve-Point effect Pattern Search method (PS) Genetic Algorithms (GA) |
| Content Type | Text |
| Resource Type | Article |
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