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Flower Pollination Algorithm Applied to the Economic Dispatch Problem with Multiple Fuels and Valve Point Effect
- Source :
- Progress in Artificial Intelligence ISBN: 9783319653396, EPIA
- Publication Year :
- 2017
- Publisher :
- Springer International Publishing, 2017.
-
Abstract
- Due to the high importance of economic dispatch in planning and operating electric power systems, new methods have been researched to minimize the costs of power generation. To calculate these costs, the power generation of each thermal unit must be evaluated. When a thermal unit is modelled considering real world constraints, such as multiple fuels and valve point effect, traditional optimization methods are inefficient due to the nature of the cost function. This paper shows a study of a metaheuristic method, based on flower pollination to search for satisfactory results for economic dispatch. The results obtained are compared with results from other authors, with the purpose of evaluating how efficient the technique presented here is.
- Subjects :
- Mathematical optimization
Valve point effect
060102 archaeology
Pollination
Computer science
020209 energy
Economic dispatch
06 humanities and the arts
02 engineering and technology
Function (mathematics)
Electric power system
Electricity generation
0202 electrical engineering, electronic engineering, information engineering
Optimization methods
0601 history and archaeology
Metaheuristic
Subjects
Details
- ISBN :
- 978-3-319-65339-6
- ISBNs :
- 9783319653396
- Database :
- OpenAIRE
- Journal :
- Progress in Artificial Intelligence ISBN: 9783319653396, EPIA
- Accession number :
- edsair.doi...........c628c5247e469c62bcc36d7c76013e74
- Full Text :
- https://doi.org/10.1007/978-3-319-65340-2_22