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基于并行执行的光伏与储能集成柔性牵引供电系统实时能量管理策略
Parallel-Execute-Based Real-time Energy Management Strategy for FTPSS integrated PV and ESS
| 作者 | Junhao Li · Qi Guo · Xin Wang · Chunming Tu · Fan Xiao · Yuchao Hou · Xia Shen |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 385 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | An improved rule-based [energy management](https://www.sciencedirect.com/topics/engineering/energy-management "Learn more about energy management from ScienceDirect's AI-generated Topic Pages") strategy that can provide ms-level commands is designed. |
语言:
中文摘要
摘要 构建集成铁路电力调节器(RPC)、储能系统(ESS)和光伏发电(PV)的柔性牵引供电系统(FTPSS),对于实现低碳、经济的铁路运输具有重要意义。然而,现有的基于规则的能量管理策略(EMS)仅关注RPC与ESS,其在接入光伏的FTPSS中适用性和经济性受限。此外,FTPSS的运行优化模型复杂且数据密集,导致现有优化型EMS在可靠性与实时性方面普遍表现不佳。为此,本文提出一种基于并行执行的FTPSS实时能量管理策略,适用于集成光伏与储能的系统。首先,通过改进的基于规则的EMS实现对光伏、储能和RPC的实时协同管理;其次,综合考虑运行成本与三相电压不平衡率(TVUR),构建FTPSS的多目标优化模型;进一步地,提出一种基于规则与基于优化的EMS之间的协调机制。通过将基于规则与基于优化的EMS并行执行,并在实时管理时间阈值内切换两者的参考指令,可同时提升EMS的可靠性、实时性与经济性。最后,基于某牵引变电站的实际测量数据对所提EMS进行验证。
English Abstract
Abstract Constructing a flexible traction power supply system (FTPSS) integrating railway power conditioner (RPC), energy storage system (ESS), and photovoltaic (PV) is essential to realize low-carbon and economical railway transportation. However, the existing rule-based energy management strategies (EMS) only focus on RPC and ESS, whose applicability and economy are limited for FTPSS accessed PV. In addition, the operational optimization model of FTPSS is complex and data-intensive, resulting in the existing optimization EMS being mostly poor at reliability and timeliness. To this end, a parallel-execute-based real-time EMS for FTPSS integrated ESS and PV is proposed. First, the real-time collaborative management of PV, ESS, and RPC is realized with the improved rule-based EMS. Then, considering the operation cost and the three-phase voltage unbalance rate (TVUR), the multi-objective optimization model of FTPSS is built. Further, a coordination mechanism between the rule-based and optimization EMS is proposed. By executing the rule-based and optimization EMS in parallel and switching their reference commands within the real-time management time threshold, the EMS's reliability, timeliness, and economy performance can be improved simultaneously. Finally, the proposed EMS is verified based on the measured data from a traction station.
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SunView 深度解读
该轨道交通柔性供电系统的并行执行能量管理策略对阳光电源ST系列储能变流器与SG光伏逆变器的协同控制具有重要参考价值。文中提出的规则与优化算法并行切换机制可应用于PowerTitan储能系统,提升多能源协调的实时性与经济性。三相不平衡治理技术可增强阳光电源在轨道交通场景的RPC产品竞争力。建议将该多目标优化模型集成至iSolarCloud平台,实现光储充一体化场站的智能调度,特别适用于城轨与高铁沿线分布式能源管理场景。