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Hydrothermal scheduling flexibility enhancement with pumped-storage units

机译:利用抽水蓄能机组提高水热调度的灵活性

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This paper presents an efficient MILP algorithm to solve hydrothermal scheduling problem with enhanced flexibility via multiple pumped-storage units. A comprehensive Hydraulic model for pumped-storage and river system constraints is developed. The performance improvement of the proposed algorithm falls in two-fold. First, a piecewise approximation approach is applied throughout all nonlinear functions of the model, representing fully linear HTS model. Second, multi-threadng technology which accelerates the solution process of Branch and Cut method. Simulation results show that the developed linear MIP-HTS algorithm exhibits high performance in terms of objective cost and execution time. Further results demonstrated that implementation of multi-thread parallel programming can further improve the computation time as compared to the serial executions. This, however, allowed one to procure better solution by taking tighter optimality gap that results in more accurate solution.
机译:本文提出了一种有效的MILP算法,可以通过多个抽水蓄能单元来解决水热调度问题,并具有更大的灵活性。建立了针对抽水蓄能和河流系统约束的综合水力模型。所提出算法的性能改进有两个方面。首先,在模型的所有非线性函数中采用分段逼近方法,代表了完全线性的HTS模型。其次,多线程技术加快了Branch and Cut方法的求解过程。仿真结果表明,所开发的线性MIP-HTS算法在目标成本和执行时间方面均具有较高的性能。进一步的结果表明,与串行执行相比,多线程并行编程的实现可以进一步改善计算时间。但是,这可以使人通过采取更严格的最优缺口来获得更好的解决方案,从而获得更准确的解决方案。

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