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光伏发电技术 户用光伏 工商业光伏 微电网 ★ 5.0

机会约束下混合光伏/电池/氢储能孤立微电网的优化定容:生命周期分析

Chance constrained optimal sizing of a hybrid PV/battery/hydrogen isolated microgrid: A life-cycle analysis

语言:

中文摘要

摘要 孤立微电网在利用可再生能源(RES)和储能技术进步方面具有巨大潜力。这类系统的应用前景涵盖工业、商业和居民区域,特别是在无法接入主网或联网不经济的场合。孤立微电网的规划必须精确,以保障系统安全性并避免资源过度配置。本文提出一种由多种储能组件和太阳能光伏系统构成的微电网,旨在对光伏电站容量、电池储能容量、燃料电池额定功率、电解槽额定功率以及氢气罐尺寸进行优化定容,以匹配负荷需求并降低整个系统生命周期成本。光伏电站作为主要能源,而电池和氢储能系统则提供必要的调节能力,以覆盖无日照时段的电力需求。为应对天气条件引起的光伏出力和负荷的不确定性,本文构建了一个基于机会约束(CC)的最优定容混合整数线性规划(MILP)模型。机会约束优化为随机因素的纳入提供了有效途径,并可根据应用场景的关键程度灵活调整设计标准。为验证结果的可靠性,要求所建系统在为模型生成的100个不同场景中至少实现80%的成功率。结果展示了满足以光伏为电源、配备氢储能系统和电池储能系统的微电网负荷需求所需各组件的容量配置。该系统在25年周期内的总生命周期成本为122.1万美元。

English Abstract

Abstract Isolated microgrids offer a great potential for capturing advancements in renewable energy sources (RES) and storage technologies. Prospects for such systems include industrial, commercial, and residential areas, where grid connection is not possible or not economical. Planning isolated microgrids must be accurate, such that it preserves system security and avoids resource oversizing. This paper introduces a microgrid, composed of multiple storage components and a solar PV system, with the goal to optimally size the PV plant, battery capacity, fuel cell rating, electrolyzer rating and hydrogen tank size to match the load demand and reduce the life cycle cost of the entire system. A PV plant is used as the main energy source, while battery and hydrogen storage systems provide the maneuvering needed for covering the periods of sun absence. To accommodate PV and load uncertainties due to weather conditions, a chance constrained (CC) optimal sizing mixed integer linear programming (MILP) problem is formulated. CC optimization provides a great window for stochasticity inclusion and sizing based on criticality level of application. To prove the fidelity of the results, the system is required to achieve at least 80 % success of 100 different scenarios generated for the modeled system. The results show the capacities of the various components needed to meet the load requirements of a microgrid with a PV source, hydrogen storage system and a battery energy storage system. The total life cycle cost of the system for a period of 25 years is found to be US$1.221 m.
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SunView 深度解读

该混合储能微网优化配置研究对阳光电源离网系统方案具有重要参考价值。文中PV+电池+氢储能架构与我司ST系列储能变流器、SG光伏逆变器可形成完整解决方案。机会约束优化方法可应用于PowerTitan系统容量配置,提升经济性。25年全生命周期成本分析思路可指导iSolarCloud平台开发智能配置算法,针对工商业离网场景实现多时间尺度储能协同优化,降低LCOS。MILP建模方法对GFM控制下的微网能量管理策略优化具有借鉴意义。