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The multi-object optimal dispatcher research of cascade hydropower stations based on MSM-SANGA | |
Zhao, Tinghong![]() ![]() ![]() | |
2013 | |
发表期刊 | Journal of Chemical and Pharmaceutical Research
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卷号 | 5期号:9页码:542-548 |
摘要 | It has very important significance in the process of cascade hydropower stations optimal scheduling that give consideration to the generating capacity benefits and guarantee output power. However, considering the two indicators at same time makes the optimal operation problem of cascade hydropower stations as a multi-objective, strong coupling, complex constraints, so greatly increased the difficulty of solving. This paper put forward a kind of master-slave model self-adaptive niche genetic algorithm(MSM-SANGA), this algorithm is made by one master algorithm and several sub-algorithm, and the individual Euclidean distance criterion can self-adaptive change with the incremental evolution; finally, the MSM-SANGA is applied to solving the cascade hydropower stations multi-objective optimal scheduling problem that considers two main momentum indicators such as the maximum generating power capacity and the minimum guarantee output power etc., the calculation results show, this algorithm can be effectively applied to solving multi-objective optimization scheduling problem of cascade hydropower stations, with fast speed and high precision. |
关键词 | Multiobjective optimization Calculation results Cascade hydropower stations Complex constraints Incremental evolutions Master-slave Multiobject Niche genetic algorithm Optimization scheduling |
收录类别 | EI |
语种 | 英语 |
出版者 | Journal of Chemical and Pharmaceutical Research, 3/668 Malviya Nagar, Jaipur, Rajasthan, India |
EI入藏号 | 20134416928840 |
EI主题词 | Algorithms |
EI分类号 | 723 Computer Software, Data Handling and Applications - 921 Mathematics - 921.5 Optimization Techniques |
来源库 | Compendex |
分类代码 | 723 Computer Software, Data Handling and Applications - 921 Mathematics - 921.5 Optimization Techniques |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/113303 |
专题 | 能源与动力工程学院 新能源学院 |
作者单位 | School of Energy and Power Engineering, Lanzhou University of Technology, Gansu, Lanzhou, China |
第一作者单位 | 新能源学院 |
第一作者的第一单位 | 新能源学院 |
推荐引用方式 GB/T 7714 | Zhao, Tinghong,Hou, Huimin,Wang, Yu. The multi-object optimal dispatcher research of cascade hydropower stations based on MSM-SANGA[J]. Journal of Chemical and Pharmaceutical Research,2013,5(9):542-548. |
APA | Zhao, Tinghong,Hou, Huimin,&Wang, Yu.(2013).The multi-object optimal dispatcher research of cascade hydropower stations based on MSM-SANGA.Journal of Chemical and Pharmaceutical Research,5(9),542-548. |
MLA | Zhao, Tinghong,et al."The multi-object optimal dispatcher research of cascade hydropower stations based on MSM-SANGA".Journal of Chemical and Pharmaceutical Research 5.9(2013):542-548. |
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