Design Optimization of a Hybrid Energy System through Fast Convex Programming

R. Clark, W. Cronje, M. V. van Wyk
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引用次数: 6

Abstract

In this paper, a methodology for the optimal economic design of a hybrid energy system is presented. The novelty of the proposed methodology lies in the fact that a convex optimization approach is used - allowing a solution to be found very efficiently compared to existing techniques. A simulation model for a grid-connected PV/wind/diesel hybrid system is implemented in Math works Simulink (TM). Using this simulation model, it is shown that the design problem under consideration is indeed convex. An interior-point convex solver is then used to design an optimal PV/wind/diesel system with lowest overall cost (capital running costs) for a small university campus using a 35 year project lifetime. The results agree with those obtained using the closed-source HOMER software package which is based on slow discrete combinatorial optimization.
基于快速凸规划的混合能源系统设计优化
本文提出了一种混合能源系统最优经济设计的方法。所提出的方法的新颖之处在于使用了凸优化方法——与现有技术相比,可以非常有效地找到解决方案。在数学软件Simulink (TM)中实现了并网光伏/风能/柴油混合动力系统的仿真模型。利用该仿真模型,表明所考虑的设计问题确实是凸的。然后使用内点凸求解器为一个小型大学校园设计了一个最佳的光伏/风能/柴油系统,其总体成本最低(资本运行成本),项目寿命为35年。结果与基于慢速离散组合优化的闭源HOMER软件包的计算结果一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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