·Scientific Research
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Scientific Research
Research Field
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水库群优化调度，水风光储互补系统优化调度、风险分析与决策
Paper Publications
MORE+- [1] Yongqi Liu, Hui Qin*, Li Mo, Yongqiang Wang, et al. Hierarchical Flood Operation Rules Optimization Using Multi-Objective Cultured Evolutionary Algorithm Based on Decomposition. Water Resources Management, 2019, 33(1): 337-354.（ESI高被引论文）
- [2] Yongqi Liu, Hui Qin*, Zhendong Zhang, Liqiang Yao, et al. A Region Search Evolutionary Algorithm for Many-Objective Optimization. Information Sciences, 2019, 488: 19-40. （二区TOP期刊）
- [3] Yongqi Liu, Lei Ye, Hui Qin*, Xiaofeng Hong, et al. Monthly streamflow forecasting based on hidden Markov model and Gaussian Mixture Regression. Journal of Hydrology, 2018, 561:146-159.（二区TOP期刊）
- [4] Yongqi Liu, Hui Qin*, Zhendong Zhang, Shaoqian. Pei, et al. Ensemble spatiotemporal forecasting of solar irradiation using variational Bayesian convolutional gate recurrent unit network. Applied Energy, 2019, 253 (1):113596.（TOP期刊）
- [5] Shaoqian. Pei, Hui Qin*, Zhendong Zhang, Liqiang Yao, et al. Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network. Energy Conversion and Management, 2019, 196:779-792.（TOP期刊）
Patents
MORE+- [1] A flood ensemble prediction method based on variational inference Bayesian neural network 2019100583347(1)
- [2] Multi-objective grading flood control scheduling method for reservoirs 2018115731402(1)
- [3] Wind speed prediction method based on SWLSTM combined with GPR 2019102383843(1)
- [4] A method for predicting runoff probability 2018110451316(1)
- [5] Multi-objective grading flood control scheduling method for reservoirs 2018110451316(1)
Published Books
- [1] Wang Yongqiang, Yan Hui, Zhang Rui, Wang Chao, Lu Peng, Wu Jiang. Technology and practice of coordinated power generation optimization scheduling for cascade hydropower stations in river basins[M]. Science Press, 2019. (ISBN: 978-7-03-060684-6)
- [2] Qin Hui. Pareto multi-objective optimization algorithm and its application in optimal scheduling of cascade reservoirs[M], Yangtze River Press, 2014. (ISBN:978-7-5492-2430-2)
Research Projects
MORE+- [1] 耦合水动力学模型的水库群多目标精细化实时调度研究, National Natural Science Foundation of China (NSFC), 2020-01-01-2023-12-31
- [2] National Natural Science Foundation Major Research Projects Cultivation Project (Multi-objective Regulation Model and Method for Cascade Reservoirs in the Middle and Lower Reaches of the Lancang River) (91647114) (Host)
- [3] National Natural Science Foundation of China (Pareto Optimization Study of Water Storage Timing and Rules at the End of the River Basin) (51209008) (Host)
- [4] National Key R&D Program Project (Synergy and Hydropower Joint Scheduling Technology for Key Reservoirs for Ecological and Shipping Demand) (Host)
- [5] Key Projects of Major Research Projects of the National Natural Science Foundation of China (Research on Water Resources Coupling System Risk Assessment and Runoff Adaptive Utilization of Water Supply-Power Generation-Environmental Mutual Benefits) (91547208) (Participation)