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    分布式可再生能源系统建模与优化综述

    Review on Modeling and Optimization of Distributed Renewable Energy Systems

    • 摘要: 基于可再生能源的分布式能源系统(DES)在提升能源利用效率、优化能源资源配置以及推动能源结构转型方面展现出的广阔前景,以分布式能源系统物理架构为基础,围绕物理层、预测层、建模层、优化层与评价层等关键环节进行了系统性研究,重点探讨了源荷预测方法、建模理论与方法、优化与控制策略等核心技术,对基于可再生能源的分布式能源系统的运行机理与内在规律进行了深入剖析,梳理了当前所面临的主要技术瓶颈与研究前沿,旨在为该领域的基础理论研究、工程实践应用及相关产业发展提供理论支撑与前瞻性建议。

       

      Abstract: Distributed energy systems (DES) based on renewable energy demonstrate significant potential in improving energy utilization efficiency, optimizing energy resource allocation, and facilitating the transition of energy structure. Based on the physical architecture of DES, systematic investigation was conducted on key technical layers, including the physical layer, forecasting layer, modeling layer, optimization layer, and evaluation layer. Core technologies such as source-load forecasting methods, modeling theories and approaches, and optimization and control strategies were critically discussed. The operational mechanisms and inherent laws of DES based on renewable energy were analyzed in depth. The currently faced main technical bottlenecks and research frontiers in the field were sorted out, aiming to provide theoretical support and forward-looking insights for fundamental theoretical research, engineering practical applications, and industrial development in DES-related sectors.

       

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