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A fast water level optimal control method based on two stage analysis for long term power generation scheduling of hydropower station

机译:一种快速水位最优控制方法,基于两阶段分析水电站长期发电调度的基础分析

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摘要

water level optimal control (WLOC) has been one of the most important issues in reservoir optimal operation. To deeply understand WLOC in reservoir optimal operation, two stage analysis (TSA) of long term power generation scheduling of hydropower station (LSHS) is carried out, and the optimality condition for two stage problem of LSHS is derived with the assumption that there is no deserted outflow. Based on the idea of divide-and-conquer, a multistage problem is divided into several sub-problems composed of two-stage problems. The fast water level optimal control (FWLOC) method based on TSA is proposed according to the foregoing idea. And improved FWLOC-TSA extend FWLOC-TSA with the correction strategy for deserted outflow. Then, taking Xiluodu and Three Gorges Reservoir as examples, the proposed methods are applied to solve the problem of LSHS to test their effectiveness and efficiency. Meanwhile, the dynamic programming (DP) that can obtain the optimal solution of LSHS is used for comparison in the experiments. The experimental results demonstrate that the improved FWLOC-TSA works the same as DP. Especially the mean calculation time of improved FWLOC-TSA is about 1 ms, which has a remarkable performance compared with the calculation time of DP.
机译:水位最优控制(WLOC)是储层最佳运行中最重要的问题之一。为了在储层中深入了解WLOC,进行了水电站(LSHS)长期发电调度的两个阶段分析(TSA),并且LSHS的两个阶段问题的最优性条件是由于没有的假设荒芜的流出。基于分裂和征服的思想,多级问题分为由两级问题组成的几个子问题。根据上述思想提出了基于TSA的快速水位最佳控制(FWLOC)方法。改进的FWLOC-TSA将FWLOC-TSA延伸,具有用于荒废流出的校正策略。然后,以Xiluodu和三峡库储藏器为例,应用了所提出的方法来解决LSH的问题,以测试其有效性和效率。同时,可以获得LSH的最佳解的动态编程(DP)用于实验中的比较。实验结果表明,改进的FWLOC-TSA与DP相同。特别是改进的FWLOC-TSA的平均计算时间约为1ms,与DP的计算时间相比具有显着性能。

著录项

  • 来源
    《Energy》 |2020年第1期|118531.1-118531.11|共11页
  • 作者单位

    School of Civil Engineering and Architecture Nanchang University Nanchang 330031 China School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

    School of Hydropower and Information Engineering Huazhong University of Science and Technology Wuhan 430074 China Hubei Key Laboratory of Digital Valley Science and Technology Wuhan 430074 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fast water level optimal control (FWLOC); Two stage analysis (TSA); Hydropower station; Long term power generation scheduling;

    机译:快速水位最优控制(FWLOC);两阶段分析(TSA);水电站;长期发电调度;

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