Research Data for A Single-period OPF-based Strategy to Manage Distributed Energy Resources with Intertemporal Constraints in Low-voltage Grids

This presents the dataset associated with the work "A Single-period OPF-based Strategy to Manage Distributed Energy Resources with Intertemporal Constraints in Low-voltage Grids". The work aims to investigate the voltage and thermal issues with the Dutch LV grid under the energy transition, and propose a new strategy to manage these issues through the use of distributed energy resources located at residential premises. The dataset includes base load, EV load, and heat pump load for both a summer and a winter cases, as well as a network topology dataset. The base load, heat pump load, and network topology data are from a Dutch DSO, while the EV load dataset is obtained from a Monto Carlo simulation process. The PV data in the study are obtained from Solcast.本数据集关联研究成果《基于单时段最优潮流（Optimal Power Flow, OPF）的低压电网含时序约束分布式能源管理策略》。该研究旨在探究能源转型背景下荷兰低压电网的电压与热稳定问题，并提出依托住宅端分布式能源资源解决上述问题的新型管理策略。本数据集涵盖夏季与冬季两类场景下的基础负荷、电动汽车（Electric Vehicle, EV）负荷及热泵负荷数据，同时包含电网拓扑数据集。其中，基础负荷、热泵负荷与电网拓扑数据来源于荷兰当地配电系统运营商（Distribution System Operator, DSO）；电动汽车负荷数据集通过蒙特卡洛仿真流程生成；本研究所用光伏（Photovoltaic, PV）数据均来自Solcast平台。

搜集汇总

背景与挑战

背景概述

该数据集为'基于单周期OPF策略管理低压电网中具有跨时约束的分布式能源'研究提供支持，包含夏季和冬季的基础负载、电动汽车负载和热泵负载数据，以及网络拓扑数据，旨在分析荷兰低压电网在能源转型中的电压和热问题。数据来源于荷兰配电系统运营商、蒙特卡洛模拟和Solcast，格式包括csv、xlsx和txt，适用于电气工程领域的研究。