时间尺度对梯级水电站发电调度建模准确度影响分析
Impact Analysis of Time-scale on Accuracy Rating of Cascade Generation Dispatch Model
作者:王超(中国水利水电科学研究院, 北京 100038);张睿(长江勘测规划设计研究院, 湖北 武汉 430010);张诚(华中科技大学 水电与数字化工程学院, 湖北 武汉 430074);陆梦恬(浙江大学 建筑工程学院, 浙江 杭州 310058)
Author:Wang Chao(China Inst. of Water Resources and Hydropower Research, Beijing 100038, China);Zhang Rui(Changjiang Inst. of Survey, Planning, Design and Research, Wuhan 430010, China);Zhang Cheng(School of Hydropower and Infor. Eng., Huazhong Univ. of Sci. and Technol., Wuhan 430074, China);Lu Mengtian(College of Civil Eng. and Architecture, Zhejiang Univ., Hangzhou 310058, China)
收稿日期:2016-11-22 年卷(期)页码:2017,49(6):19-29
期刊名称:工程科学与技术
Journal Name:Advanced Engineering Sciences
关键字:金沙江下游;多尺度;梯级电站调度模型;时间尺度;精度分析
Key words:downstream Jinsha River;multi time-scale;cascade dispatch model;model accuracy analysis;?
基金项目:国家重点研发计划资助项目(2016YFC0402204);国家自然科学基金资助项目(51709275)
中文摘要
随着梯级水电站的陆续建成投运,梯级水电站开展联合精细化调度的相关研究,如:模拟长系列径流资料提取调度规则、历史运行过程的优化调度水平精确评价等,对确定性径流情景下梯级水电站联合调度精细化模拟提出了新需求。然而,传统的梯级水电站精细化调度建模研究多集中在水电站水电能转换关系、梯级水电站间水力联系的精细化模拟等方面,关于模型时间尺度对模型准确度影响的研究较少。在确定性径流情景下,模型时间尺度也是影响调度模型准确度的关键因子之一,且其对模型准确度的影响受其他诸多因子的扰动,呈现复杂的关联关系。因此,从理论分析和实例分析2个方面,研究了确定性径流情景下时间尺度对梯级水电站发电调度建模准确度的影响。本文运用控制变量法及逐步逼近的思想分析并推导了影响不同时间尺度调度模型准确度的关键因子,确定了弃水量计算偏差、径流量大小、径流期内变化及初末水位差等关键因子,并定性分析了上述关键因子扰动下模型时间尺度对调度模型准确度的影响。在此基础上,针对金沙江下游梯级水电站实例,以理论分析成果为基础,运用工况设定-模拟计算-结果统计分析的方法,对金沙江下游梯级水电站不同调度期下不同时间尺度模型准确度进行了定性、定量分析,进而依据上述分析结果建立了金沙江下游梯级水电站多尺度发电调度模型。模拟结果一方面证明了理论分析结果的正确性;另一方面表明所构建的多尺度发电调度模型能够较为准确地反映水电站实际工况,且同时能有效减小调度问题的规模,为梯级水电站的调度规则提取、历史调度评价等提供切实可用的发电调度模型,同时,可为大规模梯级水电站群联合调度问题的降维求解提供新思路。
英文摘要
With the increasing operation of hydropower stations, a refined generation dispatch model becomes more urgently needed for the precise control of cascade hydropower stations under deterministic runoff, such as rules extraction by simulation operation under long series runoff, optimal dispatch level evaluation of historical operation process, and etc. However, most of the studies on refined generation dispatch model focused on the refined description of transform relationships between hydropower and electric energy or hydraulic connection between cascade hydropower stations. The time scale of dispatch model, which is another important factor affecting the accuracy of dispatch model, was short of attention. The time scale of dispatch model affects theaccuracy of dispatch model in a complex way. This paper attempted to discover the influence between time scale and the accuracy of dispatch model by both theoretical analysis and case study. The control variable method and progressive analytical method were used to uncover the key factors which affect the accuracy of dispatch model and to analyze its influence rule qualitatively. The case study of cascade hydropower stations downstream of the Jinsha River has been conducted to analyze influence between time scale and the accuracy of dispatch model by these factors. With modeling analysis in different inflow conditions and water level control strategies, we have uncovered key factors which affect the accuracy of dispatch model quantitatively. Then we proposed a multiple time-scale generation dispatch model for accurate description of the dispatch problem. The simulation results show that the theoretic results proposed in this paper is sound. Moreover, the proposed model has a better performance on both accuracy and efficiency compared with other models, which means that this model can be used for historical operation evaluation and dispatch rules extraction of cascade hydropower stations downstream of the Jinsha River.
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