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一种面向微电网的两阶段自适应供需管理框架:考虑设备老化的资产规划与点对点负瓦特交易
A Two-Stage Adaptive Supply-Demand Management Framework for Microgrids: Aging-Aware Asset Planning and Peer-to-Peer Negawatt Trading
| 作者 | Chenxi Zhang · Jing Qiu · Yi Yang |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2024年12月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 微电网 可靠性分析 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 微电网 供需管理框架 分布式能源资源 负瓦交易 成本效率 |
语言:
中文摘要
本文提出一种新颖的两阶段自适应微电网供需管理框架,兼顾设备老化特性与动态供需交互,提升系统运行效率与经济性。第一阶段引入老化感知的资产规划方法,优化分布式能源选址定容,并量化其性能衰退及运维成本增长,避免传统规划中成本低估与容量过剩问题;第二阶段采用点对点负瓦特交易机制,激励用户调节可控负荷,降低购电成本并增强供需响应能力。基于改进IEEE 33节点系统的仿真验证了该框架在成本效益与运行可靠性方面的显著优势,为未来微电网中老化感知资源集成与用户参与电力市场提供了有效路径。
English Abstract
This paper introduces a novel two-stage adaptive supply-demand management framework for microgrids (MGs), addressing the challenges of aging asset management and dynamic energy demand-supply interaction to enhance both operational efficiency and economic viability. The first stage integrates an aging-aware asset planning approach, optimizing the siting and sizing of distributed energy resources (DERs) while quantifying their performance degradation and increasing operation and maintenance (O&M) costs over time. This method avoids common issues in conventional planning such as cost underestimation and system adequacy overestimation. In the second stage, we implement a peer-to-peer (P2P) negawatt (nW) trading method, empowering end-users to actively adjust their controllable loads (CLs) to minimize energy procurement costs and adapt more effectively to demand and supply variations. The effectiveness of this framework is validated through simulations on a modified IEEE 33-bus system, demonstrating significant improvements in cost efficiency and operational reliability. These findings have important implications for future MG management, suggesting an effective and flexible approach to integrating aging-aware DERs and consumer participation in electricity markets.
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SunView 深度解读
该两阶段供需管理框架对阳光电源ST系列储能系统和PowerTitan大型储能方案具有重要应用价值。老化感知资产规划方法可优化储能变流器和电池系统的选址定容策略,通过量化功率器件和电池的性能衰退曲线,改进iSolarCloud平台的预测性维护算法,避免容量配置过剩。点对点负瓦特交易机制可集成到微电网ESS集成方案中,结合GFM构网型控制技术实现供需动态平衡。该框架为阳光电源开发老化自适应的能量管理系统(EMS)提供理论支撑,可提升储能系统全生命周期经济性,并为光储充一体化项目的需求响应功能开发提供创新路径。