水库和泵站群的多目标联合调度研究
Multi-Objectives Joint Operation of Reservoirs and Pumping Stations
DOI: 10.12677/JWRR.2017.62016, PDF, HTML, XML, 下载: 1,678  浏览: 3,862  国家自然科学基金支持
作者: 马 旭, 白 涛, 畅建霞:西安理工大学,西北旱区生态水利工程国家重点实验室,陕西 西安;秦 涛:陕西省引汉济渭工程建设有限责任公司,陕西 西安
关键词: 水库群多目标调度等流量NSGA-II典型年Reservoirs Multi-Objective Operation Equal Flow Discharge NSGA-II Typical Year
摘要: 为了验证设计报告中设计值的合理性及初拟运行方式的可行性,提高水资源利用效率,本文以引汉济渭工程调水区黄金峡水库和三河口水库及其泵站群为研究对象,建立了兼顾调水量最大与梯级发电量最大的多目标优化调度模型,采用NSGA-II求解模型。同时,为了凸显优化模型的优越性,建立求解了常规调度模型作为对照模型。通过模型分析计算,论证了设计值的合理性,揭示了初拟调度运行方式的可行性。结果表明:多目标联合优化调度提高了径流利用程度和利用效率,显著增加了调水量和发电量。研究成果获得调水区水库群不同典型年的多目标均衡解,为引汉济渭调水区水库群及其泵站的运行提供了技术支撑,为实现水库群多目标运行调度提供理论依据。
Abstract: To verify the rationality of the design value in the design report and improve the water use efficiency, the feasibility of the preliminary operation mode, the Huangjinxia and Sanhekou reservoirs and pumping stations of the water diversion project from the Han to the Wei River were selected as the targets in this paper. Multi-objective joint operation model with the largest amount of water transfer and the maximum power generation is established and solved by NSGA-II. To highlight the advantages of optimizing the model, conventional operation model was established as a comparison model. Moreover, reasonability of design value is certified and feasibility of the initial operation rule is revealed by model analysis and calculation. Results showed that the multi-objective joint operation improved the runoff utilization efficiency and increased the amount of water and power generation. Achievements obtained multi-objective equilibrium solution of reservoirs with different typical years, which provided a technical support for the operation of reservoirs and pumping stations, and provided the theoretical basis for reservoirs multi-objective operation.
文章引用:马旭, 白涛, 秦涛, 畅建霞. 水库和泵站群的多目标联合调度研究[J]. 水资源研究, 2017, 6(2): 125-137. https://doi.org/10.12677/JWRR.2017.62016

参考文献

[1] 汪秀丽. 国外流域和地区著名的调水工程[J]. 水利电力科技, 2003, 30(1): 1-7. WANG Xiuli. Foreign watershed and regional famous water transfer project. Water Resources and Electric Power, 2003, 30(1): 1-7. (in Chinese)
[2] 李学森, 于程一, 李果峰. 澳大利亚雪山调水工程管理综述[J]. 人民长江, 2008, 39(6): 109-110. LI Xuesen, YU Chengyi and LI Guofeng. A summary of management of snow diversion project in Australia. Yangtze River, 2008, 39(6): 109-110. (in Chinese)
[3] 陈西庆. 跨国界河流跨流域调水与我国南水北调的基本问题[J]. 长江流域资源与环境, 2000, 9(1): 92-97. CHEN Xiqing. Inter-basin Water transfer across cross-border rivers and basic problems of South-to-North water diversion in China. Resources and Environment in the Yangtze Basin, 2000, 9(1): 92-97. (in Chinese)
[4] 许晓. 陕西省南水北调工程中线调水规划方案研究[D]: [硕士学位论文]. 西安: 西安理工大学, 2005. XU Xiao. Study on the schemes of South-to-North water transfer within Shaanxi province. Xi’an: Xi’an University of Technology, 2005. (in Chinese)
[5] 朱兴华. 引汉济渭工程水源联合调度应用研究[J]. 水利规划与设计, 2012(6): 13-16. ZHU Xinghua. Study on application of joint operation of the South-to-North water transfer project in Shaanxi province re-sources. Planning and Design, 2012(6): 13-16. (in Chinese)
[6] 畅建霞, 姜瑾. 引汉济渭调水工程水资源配置研究[J]. 自然资源学报, 2011, 26(1): 110-118. CHANG Jianxia, JIANG Jin. Water dispatch of the South-to-North water transfer project in Shaanxi province. Journal of Nature Resources, 2011, 26(1): 110-118. (in Chinese)
[7] 张克强, 杨耕读. 引汉济渭调水工程水资源管理问题探讨[J]. 中国水利, 2013, 22: 17-18. ZHANG Keqiang, YANG Gengdu. Discussion on water resources management. China Water Resources, 2013, 22: 17-18. (in Chinese)
[8] 杨柳, 汪妮, 解建仓, 等. 跨流域调水与受水区多水源联合供水模拟研究[J]. 水力发电学报, 2015, 34(6): 49-56, 212. YANG Liu, WANG Ni, XIE Jiancang, et al. Joint water supply simulation of multiple local water sources and inter-basin water diversion. Journal of Hydroelectric Engineering, 2015, 34(6):49-56, 212. (in Chinese)
[9] 马永胜, 惠蕾, 高小芳. 基于引汉济渭工程的水库联调系统开发与应用[J]. 陕西水利, 2016(2): 122-123. MA Yongsheng, XI Lei and GAO Xiaofang. Development and application of reservoir joint system based on the South-to- North water transfer project in Shaanxi province. Shaanxi Water Resources, 2016(2): 122-123. (in Chinese)
[10] 周之豪. 水利水能规划[M]. 第2版. 北京: 中国水利水电出版社, 1999. ZHOU Zhihao. Water resources and hydropower planning. 2nd Ed. Beijing: China Water Conservancy and Hydropower Press, 1999. (in Chinese)
[11] 陈立华, 梅亚东, 董雅洁, 等. 改进遗传算法及其在水库优化调度中的应用[J]. 水利学报, 2008, 39(5): 550-556. CHEN Lihua, MEI Yadong, DONG Yajie, et al. Adaptive genetic algorithm and its application in reservoir optimal dispatching. Journal of Hydraulic Engineering, 2008, 39(5): 550-556. (in Chinese)
[12] SHAWWASH, Z. K., SIU, T. K. and RUSSELL, S. O. D. The B.C. Hydro short term hydro scheduling optimization model. IEEE Transactions on Power Systems, 2000, 15(3): 1125-1131.
https://doi.org/10.1109/59.871743
[13] GUAN, X., LUH, P. B. and ZHANG, L. Nonlinear. Approximation in lagrange relaxation-based for hydrothermal scheduling. IEEE Transactions on Power Systems, 2000, 10(2): 772-778.
https://doi.org/10.1109/59.387916
[14] TRAVERS, D. L., KAYE, R. J. Dynamic. Dispatch by constructive dynamic programming. IEEE Transactions on Power Systems, 1998, 13(1): 72-78.
https://doi.org/10.1109/59.651616
[15] FRANCO, P. E. C., CARVALHO, M. F. and SOARES, S. A network low model for short term hydro-dominated hydrothermal scheduling problems. IEEE Transactions on Power Systems, 1994, 9(1): 1016-1022.
https://doi.org/10.1109/59.317642
[16] 张忠波, 张双虎, 蒋云钟. 结合广度搜索的遗传算法在水库调度中的应用[J]. 南水北调与水利科技, 2011, 9(5): 85-88. ZHANG Zhongbo, ZHANG Shuanghu and JIANG Yunzhong. Genetic algorithm based on deep search and its application of reservoir optimal operation. South-to-North Water Transfers and Water Science & Technology, 2011, 9(5): 85-88. (in Chi-nese)
[17] 邓显羽, 彭勇, 叶碎高. 粒子群算法在水库(群)优化调度研究中的应用综述[J]. 水利水电科技进展, 2010, 30(5): 90-94. DENG Xianyu, PENG Yong and YE Suigao. Application of particle swarm optimization in the optimization of reservoir dispatching. Advances in Science and Technology of Water Resources, 2010, 30(5): 90-94. (in Chinese)
[18] 徐刚, 马光文, 梁武湖. 蚁群算法在水库优化调度中的应用[J]. 水科学进展, 2005, 16(3): 397-400. XU Gang, MA Guangwen and LIANG Wuhu. Review on application of particle swarm optimization to operation of reservoirs. Advances in Water Science, 2005, 16(3): 397-400. (in Chinese)
[19] 郑慧涛, 梅亚东, 胡挺, 等. 改进差分进化算法在梯级水库优化调度中的应用[J]. 武汉大学学报(工学版), 2013, 46(1): 57-61. ZHENG Huitao, MEI Yadong, HU Ting, et al. Improved differential evolution algorithm and its application to optimal operation of cascade reservoirs. Engineering Journal of Wuhan University, 2013, 46(1): 57-61. (in Chinese)
[20] 明波, 黄强, 王义民, 刘登峰, 白涛. 基于改进布谷鸟算法的梯级水库优化调度研究[J]. 水利学报, 2015, 46(3): 341-349. MING Bo, HUANG Qiang, WANG Yimin, LIU Dengfeng and BAI Tao. Cascade reservoir operation optimization based-on improved Cuckoo Search. Journal of Hydraulic Engineering, 2015, 46(3): 341-349. (in Chinese)
[21] 贠汝安, 董增川, 王好芳. 基于NSGA2的水库多目标优化[J]. 山东大学学报(工学版), 2010, 40(6): 124-128. YUN Ruan, DONG Zengchuan and WANG Haofang. Multi-objective optimization of reservoir based on NSGA2. Journal of Shandong University (Engineering Science), 2010, 40(6): 124-128. (in Chinese)