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Optimal Energy Management of a Micro-Grid with Renewable Energy Resources and Demand Response

机译:具有可再生能源和需求响应的微电网最优能源管理

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摘要

With the introduction of smart energy grids and extensive penetration of renewable energy sources in distribution networks, micro-grids (MG), which are comprised of various alternative energy sources and advanced metering infrastructures (AMI) for better implementation of demand response, are effectively employed. The design and development of smart energy management systems (SEMS) for micro-grids are interesting and attractive research problems. In this paper a new SEMS architecture is presented to solve the multi-objective operation management and scheduling problem in a typical micro-grid while considering different energy resource technologies, Plug-in Hybrid Electric Vehicles (PHEVs) and Demand Response (DR) programs. The energy management problem is formulated as a constrained mixed integer nonlinear multi-objective optimization problem, in which the micro-grid’s total operating cost and net emissions must be minimized simultaneously. Three different optimization algorithms are used to solve the above mentioned problem and their outputs (Pareto optimal solutions) for the same problem are compared and analyzed.
机译:随着智能电网的引入和可再生能源在配电网络中的广泛普及,由各种替代​​能源和先进计量基础设施(AMI)组成的微电网(MG)得到有效利用,以更好地实施需求响应。用于微电网的智能能源管理系统(SEMS)的设计和开发是有趣且有吸引力的研究问题。本文提出了一种新的SEMS架构,以解决典型的微电网中的多目标运营管理和调度问题,同时考虑了不同的能源技术,插电式混合动力电动汽车(PHEV)和需求响应(DR)程序。能源管理问题被表述为约束混合整数非线性多目标优化问题,在该问题中,微电网的总运营成本和净排放量必须同时降至最低。使用三种不同的优化算法来解决上述问题,并对相同问题的输出(帕累托最优解)进行比较和分析。

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