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光伏发电技术 储能系统 户用光伏 ★ 5.0

零能耗住宅小区集成太阳能系统的动态分析与多目标优化

Dynamic analysis and multi-objective optimization of an integrated solar energy system for Zero-Energy residential complexes

语言:

中文摘要

摘要 本研究提出并评估了一种新型的集成太阳能系统,旨在实现可持续和零能耗住宅建筑。该系统集成了光伏光热(PVT)太阳能板、热泵、电解槽、燃料电池、反渗透海水淡化装置以及储热罐,能够同时供应电力、供暖、制冷和饮用水。针对太阳能系统中的一个主要挑战——能源产出的间歇性问题,本研究采用包括基于氢气的电解和燃料电池系统在内的储能解决方案,以稳定昼夜周期间的能源供应。该能源系统设计用于满足位于圣地亚哥的一个由160个住宅单元组成的住宅小区的能源需求,每个单元面积为110平方米。通过TRNSYS软件对整个年度进行了动态仿真模拟。系统优化采用响应面法(Response Surface Methodology, RSM),以三个目标函数为目标:总装机容量、生命周期成本(LCC)以及以预测不满意百分比(PPD)指数表示的热舒适性。优化系统基于五个关键决策变量:太阳能PVT面积、燃料电池容量、电解槽容量、热泵容量以及氢气储罐尺寸。结果表明,在优化配置下,该系统实现了29,145.8千瓦时/年的年发电量,生命周期成本为894,228美元,PPD指数为6.8%,完全满足住宅小区每年200兆瓦时的电力需求。研究结果验证了该混合系统在提高能效、确保系统可靠性以及减轻环境影响方面的有效性,从而为零能耗建筑应用提供了一种可扩展的解决方案。

English Abstract

Abstract This study introduces and evaluates a novel, integrated solar energy system for achieving sustainable and zero-energy residential buildings. The proposed system integrates photovoltaic-thermal (PVT) solar panels, heat pumps, electrolyzers, fuel cells, reverse osmosis desalination units, and thermal storage tanks to simultaneously supply electricity, heating, cooling, and potable water. A primary challenge in solar energy systems—the intermittency of energy production—is addressed using energy storage solutions, including hydrogen-based electrolysis and fuel cell systems, which stabilize the supply across day-night cycles. The energy system is designed to meet the energy demands of a 160-unit residential complex in San Diego, each unit covering 110 m 2 . A dynamic simulation over an entire year is performed using TRNSYS software. System optimization is conducted via Response Surface Methodology (RSM), targeting three objective functions: total power capacity, life cycle cost (LCC), and thermal comfort represented by the predicted percentage dissatisfied (PPD) index. Optimization system is based on five key decision variables: solar PVT area, fuel cell capacity, electrolyzer capacity, heat pump capacity, and hydrogen tank size. Results demonstrate that, under optimized configurations, the system achieves an annual electricity output of 29,145.8 kWh/year, an LCC of $894,228, and a PPD index of 6.8 %, fully meeting the residential complex’s electricity demand of 200 MWh/year. The results validate the effectiveness of the hybrid system in enhancing efficiency, ensuring system reliability, and mitigating environmental impacts, thus offering a scalable solution for zero-energy building applications.
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SunView 深度解读

该零能耗住宅综合能源系统研究对阳光电源具有重要战略价值。系统集成光伏、储能、氢能的架构与我司ST系列储能变流器+SG逆变器组合方案高度契合。文中采用RSM多目标优化方法(全生命周期成本、功率容量、热舒适度)可直接应用于PowerTitan储能系统的容量配置优化。氢储能作为长周期储能补充,为我司拓展电解制氢PCS产品线提供应用场景验证。基于TRNSYS的动态仿真思路可集成至iSolarCloud平台,增强户用光储系统的预测性运维能力。该160户住宅案例的200MWh年需求量,正是我司户用及工商业储能解决方案的目标市场,验证了光储氢一体化在零碳社区的技术可行性。