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Portfolio optimisation for hydropower producers that balances riverine ecosystem protection and producer needs

机译:为水电生产商优化投资组合,平衡河流生态系统保护与生产商需求

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In deregulated electricity markets, hydropower portfolio design has become an essential task for producers. The previous research on hydropower portfolio optimisation focused mainly on the maximisation of profits but did not take into account riverine ecosystem protection. Although profit maximisation is the major objective for producers in deregulated markets, protection of riverine ecosystems must be incorporated into the process of hydropower portfolio optimisation, especially against a background of increasing attention to environmental protection and stronger opposition to hydropower generation. This research seeks mainly to remind hydropower producers of the requirement of river protection when they design portfolios and help shift portfolio optimisation from economically oriented to ecologically friendly. We establish a framework to determine the optimal portfolio for a hydropower reservoir, accounting for both economic benefits and ecological needs. In this framework, the degree of natural flow regime alteration is adopted as a constraint on hydropower generation to protect riverine ecosystems, and the maximisation of mean annual revenue is set as the optimisation objective. The electricity volumes assigned in different electricity submarkets are optimised by the noisy genetic algorithm. The proposed framework is applied to China's Wangkuai Reservoir to test its effectiveness. The results show that the new framework could help to design eco-friendly portfolios that can ensure a planned profit and reduce alteration of the natural flow regime.
机译:在放松管制的电力市场中,水电资产组合设计已成为生产者的一项重要任务。先前有关水电投资组合优化的研究主要集中在利润的最大化上,但没有考虑河流生态系统的保护。尽管利润最大化是放松管制市场中生产者的主要目标,但必须在优化水电投资组合的过程中纳入对河流生态系统的保护,尤其是在人们日益重视环境保护和强烈反对水力发电的背景下。这项研究的主要目的是提醒水电生产商在设计投资组合时要注意对河流的保护,并帮助将投资组合优化从经济导向转变为生态友好。我们建立一个框架来确定水电水库的最佳投资组合,同时考虑经济效益和生态需求。在这种框架下,采用自然流态变化的程度作为水力发电的约束条件,以保护河流生态系统,并将年均收入的最大化作为优化目标。通过嘈杂的遗传算法优化了在不同电力子市场分配的电量。拟议的框架应用于中国的望开水库,以检验其有效性。结果表明,新框架可以帮助设计环保投资组合,从而确保计划的利润并减少自然流量制度的改变。

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