Power System Optimal Dispatch Integrating the Responsive High-Speed Train Fleet

IF 9.8 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-06-24 DOI:10.1109/TSG.2024.3418331
Haiyue Yu;Chengjin Ye;Yi Ding;Yonghua Song
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Abstract

High-speed trains (HSTs) are electrically powered and have a bi-directional interaction with power grids. Specifically, they consume a large amount of power in the traction state, usually reaching tens of megawatts, and return power to the grid in the braking state. As long as the departure and arrival timetables are satisfied, their motion states have considerable flexibility, which means their real-time power consumption can be regulated. Considering the urgent demand for regulating resources in modern power systems with a high proportion of intermittent renewable energy, the untapped power reserves of HSTs are of great significance. To exploit the flexible response capability (RC) of the HST fleet (HSTF), this paper investigates a real-time dispatch optimization method for power systems integrating the responsive HSTF. First, the power response mechanism of the HSTF is elaborated in terms of train operating characteristics. An interaction framework is constructed to coordinate optimal operation between the power system and the railway system, enabling cooperative dispatch despite privacy and information barriers. Then, a spatio-temporal RC assessment and aggregation method for the HSTF towards power system real-time dispatch is proposed, which can assess the RC of both independent as well as group of HSTs coupled together by safety spacing constraints. On this basis, a bi-level real-time optimal dispatch model for power systems integrating the responsive HSTF is proposed. In the upper level, the power system is optimized based on OPF technique. In the lower level, the HST operation is optimized to minimize the cost of electricity procurement. Finally, numerical results on an IEEE test system coupled with a railway system demonstrate that the proposed method improves the economy and reliability of power system operation.
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整合反应灵敏的高速列车编组的电力系统优化调度
高速列车(HSTs)是电力驱动的,与电网有双向互动。具体来说,它们在牵引状态下消耗大量电力,通常达到几十兆瓦,在制动状态下将电力返回电网。只要满足出发和到达时间表,它们的运动状态具有相当大的灵活性,这意味着它们的实时功耗是可以调节的。考虑到间歇性可再生能源占比较高的现代电力系统对资源调节的迫切需求,高温电网的未开发电力储备具有重要意义。为充分发挥HST机群的柔性响应能力,研究了一种集成HST机群的电力系统实时调度优化方法。首先,从列车运行特性的角度阐述了高速列车动力响应机制。构建了电力系统与铁路系统协同优化运行的交互框架,实现了跨越隐私和信息壁垒的协同调度。在此基础上,提出了面向电力系统实时调度的HSTF时空RC评估与聚合方法,该方法既可以评估独立HSTF的RC,也可以评估受安全间距约束耦合的HSTF组的RC。在此基础上,提出了一种集成响应式HSTF的电力系统双级实时优化调度模型。在上层,基于OPF技术对电力系统进行优化。在较低的层次,HST操作优化,以最小化电力采购成本。最后,通过与铁路系统耦合的IEEE测试系统的数值结果表明,该方法提高了电力系统运行的经济性和可靠性。
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来源期刊
IEEE Transactions on Smart Grid
IEEE Transactions on Smart Grid ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
22.10
自引率
9.40%
发文量
526
审稿时长
6 months
期刊介绍: The IEEE Transactions on Smart Grid is a multidisciplinary journal that focuses on research and development in the field of smart grid technology. It covers various aspects of the smart grid, including energy networks, prosumers (consumers who also produce energy), electric transportation, distributed energy resources, and communications. The journal also addresses the integration of microgrids and active distribution networks with transmission systems. It publishes original research on smart grid theories and principles, including technologies and systems for demand response, Advance Metering Infrastructure, cyber-physical systems, multi-energy systems, transactive energy, data analytics, and electric vehicle integration. Additionally, the journal considers surveys of existing work on the smart grid that propose new perspectives on the history and future of intelligent and active grids.
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