区域综合能源系统的双目标运行优化,考虑共享能源存储
Xiaobang Li1, Liying Zhu2, Liying Zhao1
1Hebei Petroleum University of Technology, Chengde, 067000, Hebei, China.
Scientific reports
|November 5, 2025
概括
共享能源存储优化了区域综合能源系统 (RIES). 这种方法使RIES的运营成本减少了数百万美元,提高了能源效率和电网灵活性.
科学领域:
- 能源系统工程 能源系统工程
- 运营研究 运营研究
- 人工智能的人工智能
背景情况:
- 共享经济的兴起正在影响电网部门,促使探索共享能源存储服务模式.
- 区域综合能源系统 (RIES) 需要高效的运营策略,以适应不断变化的能源环境.
研究的目的:
- 为RIES运行开发一种优化技术,包括共享能源存储.
- 尽量减少RIES和储能聚合器 (ESA) 的运营成本.
主要方法:
- 构建一个基本的RIES结构,整合共享能源存储.
- 建立RIES和ESA的运营优化目标和限制分析.
- 通过将帐混乱和高斯基突变集成到传统的搜索算法中,开发混乱搜索算法 (COSSA).
主要成果:
- 一个案例研究证明了拟议的优化模型的有效性.
- 共享储能参与导致RIES运营成本大幅降低,达到2.912536亿美元.
- 拟议的方法有助于更高效地运行RIES.
结论:
- 将共享能源存储集成到RIES中提供了实质性的经济效益.
- 开发的COSSA算法有效地优化了RIES与共享能源存储的运行.
- 这项研究通过提高能源利用率和系统灵活性来支持中国的能源战略转型.
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