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Design Optimization of Hybrid Power/Energy Generation Systems with Diesel Backups through Multistage Optimization With Complementarity Constraints

机译:具有互补约束的多级优化设计优化柴油后备混合动力/能源发电系统

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The optimal design of hybrid power generation systems (HPGS) with diesel backup generators can significantly improve the economical and technical performance of power supply at remote locations. However, the discrete-time simulation with logical disjunctions involved in HPGS design usually leads to a nonsmooth optimization model, to which well established techniques for smooth nonlinear optimization could not be directly applied. In addition, the introduction of diesel backups requires the determination of the diesel generator's operation, which increases the size of the problem. This paper proposes a multistage optimization with complementarity constraints approach for HPGS design, which introduces a complementarity formulation of the nonsmooth logical disjunctions, as well as a multistage decomposition framework, to ensure a fast local solution. A numerical study of a stand-alone hybrid photovoltaic (PV)/wind/diesel power generation system is presented to demonstrate the effectiveness of the proposed approach.
机译:具有柴油备用发电机的混合发电系统(HPGS)的优化设计可以显着提高偏远地区供电的经济和技术性能。但是,HPGS设计中涉及逻辑分离的离散时间仿真通常会导致不平滑的优化模型,无法直接应用成熟的平滑非线性优化技术。另外,引入柴油后备箱需要确定柴油发电机的运行,这增加了问题的严重性。本文针对HPGS设计提出了一种具有互补约束条件的多阶段优化方法,其中介绍了非平滑逻辑分离的互补公式以及多阶段分解框架,以确保快速的局部求解。提出了一个独立的混合光伏(PV)/风/柴油发电系统的数值研究,以证明该方法的有效性。

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