Economic Load Dispatch Problem via Simulated Annealing Method
| Autor: | Nurul Aswa Omar, Tauseef Sajid, Maria Imdad, Shahreen Kasim, Jamaluddin Mir, Junaid Ali Khan |
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| Rok vydání: | 2019 |
| Předmět: |
0209 industrial biotechnology
Mathematical optimization Computational complexity theory Computer science Heuristic Economic dispatch 02 engineering and technology Maxima and minima 020901 industrial engineering & automation Electricity generation Economic load dispatch Thermal Simulated annealing 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Test data |
| Zdroj: | Advances in Intelligent Systems and Computing ISBN: 9783030360559 SCDM |
| Popis: | In the presented research work an economic load dispatch problem based on various thermal units is processed by a derivative free method based on an analogy of metals annealing. The method is heuristic in nature and has minimum probability to get stuck in the local minima with better accuracy than that of classical schemes used solve economic dispatch problem. The test data has been incorporated from IEEE bus system of thermal generators and being observed the minimum cost ($) for power generation by maximizing the power utilization and minimizing the power losses. The simulations of the various scenarios are performed for different number of thermal units and constraints applicable in economic load dispatch. The author will evaluate the effects of the applied scheme in term of applicability, accuracy, cost and the computational complexity. |
| Databáze: | OpenAIRE |
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