沅水梯级水库组合动态约束条件优化调度研究
Optimal Operation of Yuanshui’s Cascade Reservoirs under Combined Dynamic Constraints
摘要: 采用变状态空间增量逐次逼近轮库迭代动态规划优化方法,根据沅水梯级水库电站水资源侧、电源侧的目标层及动态约束条件实际,通过水库电站层、机组层、设备运行层的组合约束条件结构,对三板溪、白市、托口等沅水流域梯级水库电站,选取具有丰、平、枯典型代表的来水年组进行中长期联合优化计算,实现梯级水库电站优化调度应用,与实际运行进行指标比较,验证沅水流域梯级优化调度研究的应用价值。在沅水流域梯级水库优化调度研究中,进一步对梯级水库水力联系中的调度对象目标,构建算法组合计算模型、配置约束条件与目标相互转化要素,有效结合径流预报、优化调度、厂内机组设备高效率区调控经济运行,拓展长中短期优化调度应用。
Abstract: In this paper, an iterative dynamic programming optimization method of variable state space increment successive approximation for reservoir-by-reservoir is adopted. According to the actual target layer and dynamic constraints of water, resources side and power supply side of Yuanshui cascade reservoirs (Sanbanxi, Baishi and Tuokou reservoirs) are treated by the combined constraints’ structure of reservoir power station layer, unit layer and equipment operation layer. The cascade reservoir power stations are selected to carry out mid-term and long-term joint optimization calculation with typical representative water coming years of wet, normal and dry water. The application of cascade reservoir power station optimal dispatching is realized. The optimal dispatching results are verified by comparing with the actual operation records. The target of operation in cascade reservoir hydraulic connection is further studied, and the algorithm combination calculation model, allocation constraints and target transformation elements are constructed. Effective combination of runoff forecasting, optimal dispatching and efficient area of plant unit equipment aims to regulate economic operation, expand the application of long-term, medium-term and short-term optimal dispatching.
文章引用:张雁靖, 万元, 王立, 莫育军, 钟平. 沅水梯级水库组合动态约束条件优化调度研究[J]. 水资源研究, 2019, 8(5): 508-515. https://doi.org/10.12677/JWRR.2019.85058

参考文献

[1] 纪昌明, 李传刚, 刘晓勇, 等. 基于泛函分析思想的动态规划算法及其在水库调度中的应用研究[J]. 水利学报, 2016, 47(1): 1-9. JI Changming, LI Chuangang, LIU Xiaoyong, et al. Research and application of dynamic programming algorithm in reservoir operation based on functional analysis. Journal of Hydraulic Engineering, 2016, 47(1): 1-9. (in Chinese)
[2] 寇伟, 郭朝晖, 张景瑞, 等. 不同电价政策下流域梯级水电站群长期优化调度[J]. 水电能源科学, 2010, 28(7): 160-163. KOU Wei, GUO Chaohui, ZHANG Jingrui, et al. Optimal scheduling for cascaded reservoirs with different power pricing policies. Water Resources and Power, 2010, 28(7): 160-163. (in Chinese)
[3] 杨旺旺, 白涛, 哈燕萍, 等. 汉江上游梯级水库联合调度研究[J]. 水资源研究, 2017, 6(4): 340-348. YANG Wangwang, BAI Tao, HA Yanping, et al. Joint operation of cascade reservoir in the upper Hanjiang River. Journal of Water Resources Research, 2017, 6(4): 340-348. (in Chinese)
[4] 张礼华, 程吉林, 张仁田. 等, 基于动态规划逐次逼近法的江都四站变速优化[J]. 灌溉排水学报, 2011, 30(3): 110-113. ZHANG Lihua, CHENG Jilin, ZHANG Rentian, et al. Optimal operation with variable speed in Jiangdu No. 4 Pumping Station based on the theory of dynamic programming with successive approximation. Journal of Irrigation and Drainage, 2011, 30(3): 110-113. (in Chinese)
[5] 胡名雨, 李顺新. 逐次逼近动态规划法在水库优化调度中的应用[J]. 计算机与现代化, 2008(6): 8-10. HU Mingyu, LI Shunxin. Application of successive approximation dynamic programming for reservoir optimal dispatch. Computer and Modernization, 2008(6): 8-10. (in Chinese)
[6] 李克飞, 武见, 谢维, 等. 水库发电优化调度模型及发电调度规律研究[J]. 中国电力, 2015, 48(10): 18-22. LI Kefei, WU Jian, XIE Wei, et al. Study on optimal reservoir scheduling model and power dispatch law. China Electric Power, 2015, 48(10): 18-22. (in Chinese)
[7] 程春田, 杨凤英, 武新宇, 等. 基于模拟逐次逼近算法的梯级水电站群优化调度图研究[J]. 水力发电学报, 2010, 29(6): 71-77. CHENG Chuntian, YANG Fengying, WU Xinyu, et al. Link the simulation with dynamic programming successive approximations to the study on optimal operation chart of cascade reservoirs. Journal of Hydroelectric Engineering, 2010, 29(6): 71-77. (in Chinese)
[8] 覃晖. 流域梯级电站群多目标联合优化调度与多属性风险决策[D]: [博士学位论文]. 武汉: 华中科技大学, 2011. XUAN Hui. Multi-objective joint optimal dispatching and multi-attribute risk decision making for cascade hydropower stations in watershed. PhD Thesis. Wuhan: Huazhong University of Science and Technology, 2011. (in Chinese)
[9] 徐斌, 卢庆文, 钟平安, 等. 梯级水电站群联合优化调度函数的逐步回归模型[J]. 水力发电, 2017, 43(8): 99-103. XU Bin, LU Qingwen, ZHONG Ping, et al. Stepwise regression model for extracting joint optimal operation rules of cascade hydropower stations. Water Power, 2017, 43(8): 99-103. (in Chinese)
[10] 郭乐, 徐斌. 三峡梯级水库群联合优化调度增发电量分析[J]. 水力发电, 2016, 42(12): 90-93. GUO Le, XU Bin. Analysis on power generation increasing by joint optimal operation of three gorges cascade reservoirs. Water Power, 2016, 42(12): 90-93. (in Chinese)
[11] 方洪斌, 王梁, 周翔南, 等. 水库优化调度与厂内经济运行耦合模型研究[J]. 水力发电, 2017, 43(3): 102-105. FANG Hongbin, WANG Liang, ZHOU Xiangnan, et al. Study on coupled model of economical operation for hydropower plant and reservoir optimization. Water Power, 2017, 43(3): 102-105. (in Chinese)