{"title":"Power System Optimal Dispatch Integrating the Responsive High-Speed Train Fleet","authors":"Haiyue Yu;Chengjin Ye;Yi Ding;Yonghua Song","doi":"10.1109/TSG.2024.3418331","DOIUrl":null,"url":null,"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.","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":"16 1","pages":"728-740"},"PeriodicalIF":9.8000,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Smart Grid","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10570069/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
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.
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.