ISSN 1674-0629
CN 44-1643/TK
CN 44-1643/TK
Short-Term Dispatch Optimization of Wind-Hydro-Thermal Load Based on Evolutionary Predator-Prey Strategy
Xinyu QUAN , Zhaoxia JING , Qinghua WU , Jiehui ZHENG
›› 2016, Vol. 10 ›› Issue (5) : 51 -58.
Short-Term Dispatch Optimization of Wind-Hydro-Thermal Load Based on Evolutionary Predator-Prey Strategy
A mathematical model for short-term wind-hydro-thermal load dispatch is built up based on chance-constrained programming considering the stochastic characteristics of load and wind power. In order to make a better balance between local search and global search abilities, an evolutionary predator-prey strategy (EPPS) is used to solve the short-term hydro-thermal generation scheduling and short-term wind-hydro-thermal load dispatch problems. The simulation results show that EPPS can find better solution compared with other algorithms in short-term hydro-thermal generation scheduling. Meanwhile, the approach of chance-constrained programming provides the basis for setting reasonable spinning reserve capacity of system.
wind power generation penetration / spinning reserve capacity / chance-constrained programming / evolutionary predator-prey strategy / wind-hydro-thermal generation
National Natural Science Foundation of China(51437006)
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