Design and Evaluation of a Micro-Grid Energy Management Scheme Focusing on the Integration of Electric Vehicles

A. Karameros, A. Chassiakos, S. Karatzas
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引用次数: 3

Abstract

Market penetration of electric vehicles is nowadays gaining considerable momentum and so is the move towards increasingly distributed clean and renewable electricity sources. The penetration rate varies among countries due to several factors, including the social and technical readiness of the community to adopt and use this technology. In addition, the increasing complexity of power grids, growing demand as well as environmental and energy sustainability concerns intensify the need for energy management solutions and energy demand reduction strategies. Hence, integration strategies for energy-efficiency in the building and transport sector are of increasing importance. The present study analyses key parameters leading to Electric Vehicle adoption, utilizing background data from countries where Electric Vehicles have already been introduced and adopted in everyday living, and presents a case study of an energy management scheme in Greece, where the penetration rate is still low. Based on the above, an optimization algorithm is proposed, where buildings, photovoltaic plants, storage systems, and Electric Vehicles (utilization of Vehicle to Grid technology) can efficiently meet the energy requirements and peak-hour energy demand, in both economic and sustainability terms. The study proposes a hybrid approach, based on Analytic Hierarchy Process methodology and Genetic algorithms, aiming to foster the diffusion of the Vehicle to Grid concept to support building energy demand.
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以电动汽车集成为核心的微电网能源管理方案设计与评价
如今,电动汽车的市场渗透正在获得相当大的势头,朝着日益分散的清洁和可再生电力来源的方向发展也是如此。由于若干因素,包括社区对采用和使用这种技术的社会和技术准备程度,普及率在各国之间有所不同。此外,日益复杂的电网、不断增长的需求以及对环境和能源可持续性的关注加剧了对能源管理解决方案和减少能源需求战略的需要。因此,提高建筑和运输部门能源效率的综合战略日益重要。本研究分析了导致电动汽车采用的关键参数,利用来自电动汽车已经在日常生活中引入和采用的国家的背景数据,并提出了希腊能源管理方案的案例研究,普及率仍然很低。在此基础上,提出了一种优化算法,使建筑、光伏电站、储能系统和电动汽车(利用车到网技术)在经济性和可持续性方面都能有效满足能源需求和高峰时段的能源需求。该研究提出了一种基于层次分析法和遗传算法的混合方法,旨在促进车辆到电网概念的传播,以支持建筑能源需求。
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来源期刊
CiteScore
5.40
自引率
9.50%
发文量
59
审稿时长
20 weeks
期刊介绍: The Journal of Sustainable Development of Energy, Water and Environment Systems – JSDEWES is an international journal dedicated to the improvement and dissemination of knowledge on methods, policies and technologies for increasing the sustainability of development by de-coupling growth from natural resources and replacing them with knowledge based economy, taking into account its economic, environmental and social pillars, as well as methods for assessing and measuring sustainability of development, regarding energy, transport, water, environment and food production systems and their many combinations.
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