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储能系统技术 储能系统 微电网 ★ 5.0

一种新颖的线性搜索-线性规划方法用于非凸多目标独立微电网容量优化

A novel linear search-linear programming method for non-convex multi-objective sizing of standalone microgrids

作者 Zishan Yina · Jiashu Jina · Linghong Zenga · Xiyun Tanga · Zhuo Wang · Xi Lia
期刊 Energy Conversion and Management
出版日期 2025年1月
卷/期 第 337 卷
技术分类 储能系统技术
技术标签 储能系统 微电网
相关度评分 ★★★★★ 5.0 / 5.0
关键词 A novel method LS-LP solves the optimal sizing problem in multi-energy microgrids.
语言:

中文摘要

摘要 光伏(PV)利用率的提高以及随之而来的储能系统规模扩大导致成本上升,是微电网技术经济性发展中的关键因素。为应对这一权衡问题,多能微电网的最优容量配置设计至关重要。本文提出了一种新颖的线性搜索-线性规划方法,用于优化包含多种储能系统的微电网容量配置,其中包括电池储能系统(BESS)和氢储能系统(HESS)。该方法旨在同时最小化非线性且非凸的生命期成本和光伏弃电率。仿真结果表明,所提出的方法在计算效率方面具有可行性与优越性:对于PV/HESS微电网提速52倍,PV/BESS微电网提速124倍,PV/HESS/BESS微电网提速5倍。此外,识别出了更全面且精确的最优配置方案,包括PV/BESS和PV/HESS/BESS微电网均配置4289个光伏单元,PV/HESS微电网则配置6239个光伏单元和37个燃料电池单元。基于先进的优化结果,技术经济性分析表明,PV/HESS/BESS微电网能够有效结合HESS与BESS的优势,显著提升系统整体性能。

English Abstract

Abstract Both the increased utilization of photovoltaic (PV) and the consequent expansion of energy storage, leading to higher costs, are critical factors in the development of a techno-economic microgrid . To address this trade-off, optimal sizing design of a multi-energy microgrid is essential. This paper proposes a novel linear search-linear programming method for optimizing the sizing of microgrids with diverse energy storage systems , including battery energy storage systems (BESS) and hydrogen energy storage systems (HESS). The method minimizes both the non-linear and non-convex life cycle cost and the PV curtailment rate. Simulation results demonstrate the feasibility and superiority of the proposed method, achieving enhanced computational efficiency: 52 times faster for PV/HESS microgrids, 124 times for PV/BESS, and 5 times for PV/HESS/BESS. Moreover, more comprehensive and accurate optimal configurations were identified, including 4289 PV units for both the PV/BESS and PV/HESS/BESS microgrids, and 6239 PV units along with 37 fuel cell units for the PV/HESS microgrid. Based on the advanced optimization outcomes, a techno-economic analysis shows that the PV/HESS/BESS microgrid optimally combines the advantages of both HESS and BESS, substantially improving overall system performance .
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SunView 深度解读

该线性规划优化方法对阳光电源微网系统配置具有重要价值。研究验证了PV/BESS/HESS混合储能架构的优越性,可直接应用于PowerTitan储能系统与SG系列逆变器的容量优化配置。其非凸优化算法可集成至iSolarCloud平台,实现离网微网的全生命周期成本最优化和光伏弃电率最小化。特别是氢储能与电池储能协同配置的技术经济分析,为阳光电源拓展氢能储能产品线提供了理论支撑,有助于开发ST系列PCS与氢燃料电池的混合储能解决方案。