Real-time predictive control assessment of low-water head hydropower station considering power generation and flood discharge

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL Journal of Hydrology Pub Date : 2024-10-22 DOI:10.1016/j.jhydrol.2024.132204
Yubin Zhang , Xiaoqun Wang , Tianyu Feng , Jijian Lian , Pingping Luo , Madhab Rijal , Wentao Wei
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Abstract

In the real-time operation of cascade reservoirs, when the discharge flow of the upstream power station changes frequently, the downstream power station with a low head and small storage capacity has to adjust the gate or turbine frequently to keep the water level safe. This paper proposes a real-time optimal scheduling model based on model predictive control theory(MPC), considering the interaction between power generation and flood discharge. Firstly, the correlation analysis is carried out between the outflow of the Zhentouba hydropower station(ZTB) and the inflow of the Shaping II Hydropower Station(SP), and the spatio-temporal hydraulic connection between the ZTB and SP is obtained. The fuzzy relationship between tail water level and discharge flow is accurately described using numerical simulation, considering the interaction between power generation and discharge. Secondly, based on the precise description of inflow and outflow, a high-precision water level rolling prediction model is constructed using the water balance principle. Finally, based on the MPC, the real-time control model of SP is constructed. The results show that the water level process is steadier, with fewer gate adjustments. Compared with the observed number of gate adjustments in 2020, the number of reservoir gate adjustments after model optimization is reduced by 73.26%. It improves the operation efficiency and safety of the hydropower station and provides a guidance basis for the optimal operation of the SP.
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考虑发电量和泄洪量的低水头水电站实时预测控制评估
在梯级水库实时运行过程中,当上游电站泄洪流量变化频繁时,水头低、库容小的下游电站需要频繁调节闸门或水轮机以保证水位安全。本文基于模型预测控制理论(MPC),考虑发电量与泄洪量之间的相互作用,提出了一种实时优化调度模型。首先,对镇头坝水电站(ZTB)出库水量与沙坪Ⅱ水电站(SP)入库水量进行相关性分析,得到镇头坝水电站与沙坪Ⅱ水电站的时空水力联系。考虑到发电与泄洪之间的相互作用,通过数值模拟准确描述了尾水位与泄洪流量之间的模糊关系。其次,在精确描述入流和出流的基础上,利用水平衡原理构建了高精度的水位滚动预测模型。最后,基于 MPC,构建了 SP 的实时控制模型。结果表明,水位过程比较稳定,闸门调整次数较少。与 2020 年观测到的闸门调整次数相比,模型优化后的水库闸门调整次数减少了 73.26%。提高了水电站的运行效率和安全性,为水电站的优化运行提供了指导依据。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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