Incorporating Multi-Energy Industrial Parks Into Power System Operations: A High-Dimensional Flexible Region Method

IF 9.8 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-07-10 DOI:10.1109/TSG.2024.3426997
Hengyu Hui;Minglei Bao;Yi Ding;Christoph J. Meinrenken
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Abstract

Multi-energy industrial parks (MIP) could provide great flexibility through multi-energy substitution and production scheduling adjustability. For the requirements of efficiency and privacy preservation, hierarchical coordinated dispatch methods based on flexible regions have been proposed to incorporate MIPs’ flexibility into power system operations. However, the inherent time-coupling characteristics of MIPs’ flexibility can hinder the application of existing methods to multi-period system scheduling problems. To address this, this paper proposes a coordinated optimal dispatch framework for the integration of MIPs’ flexibility based on high-dimensional flexible regions. Each dimension of the formulated region represents the adjustability of power exchanges in individual time slots. The formulated regions are constructed considering detailed operations of the production process and district energy supply systems, which can preserve critical time-coupling information of the production process within a production shift. On this basis, the power system can interact with MIPs in a non-iterative way and devise day-ahead multi-period optimal dispatch plans. To mitigate the numerical complexity of constructing high-dimensional flexible regions, an effective calculation method based on the Quickhull algorithm is proposed. Case studies from real-world power systems and industrial parks illustrate the benefits of the coordination and the efficiency of the proposed framework compared to centralized ones.
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将多能源工业园区纳入电力系统运行:高维灵活区域法
多能产业园区通过多种能源替代和生产调度的可调节性提供了很大的灵活性。针对效率和隐私保护的要求,提出了基于柔性区域的分层协调调度方法,将柔性区域的灵活性融入到电力系统运行中。然而,MIPs灵活性固有的时间耦合特性阻碍了现有方法在多周期系统调度问题中的应用。针对这一问题,本文提出了一种基于高维柔性区域的协同优化调度框架。所述区域的每个维度都表示在单个时隙中电力交换的可调节性。考虑生产过程的详细操作和区域能源供应系统,可以在生产班次内保留生产过程的关键时间耦合信息,构建了公式区域。在此基础上,电力系统可以与MIPs进行非迭代交互,设计出日前多期最优调度计划。为了降低构造高维柔性区域的数值复杂度,提出了一种有效的基于Quickhull算法的计算方法。来自现实世界电力系统和工业园区的案例研究表明,与集中式框架相比,拟议框架的协调和效率的好处。
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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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