Investigation of the feasibility of microgrid under three operational configurations using whale optimization algorithm

Haider Jouma Touma, M. Mansor, Muhamad Safwan Abd Rahman, Yong Jia Ying, H. Mokhlis
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Abstract

Purpose This study aims to investigate the feasibility of proposed microgrid (MG) that comprises photovoltaic, wind turbines, battery energy storage and diesel generator to supply a residential building in Grindelwald which is chosen as the test location. Design/methodology/approach Three operational configurations were used to run the proposed MG. In the first configuration, the electric energy can be vended and procured utterly between the main-grid and MG. In the second configuration, the energy trade was performed within 15 kWh as the maximum allowable limit of energy to purchase and sell. In the third configuration, the system performance in the stand-alone operation mode was investigated. A whale optimization technique is used to determine the optimal size of MG in all proposed configurations. The cost of energy (COE) and other measures are used to evaluate the system performance. Findings The obtained results revealed that the first configuration is the most beneficial with COE of 0.253$/KWh and reliable 100%. Furthermore, the whale optimization algorithm is sufficiently feasible as compared to other techniques to apply in the applications of MG. Originality/value The value of the proposed research is to investigate to what extend the integration between MG and main-grid is beneficial economically and technically. As opposed to previous research studies that have focused predominantly only on the optimal size of MG.
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利用鲸鱼优化算法研究三种运行配置下微电网的可行性
目的本研究旨在调查拟议的微电网(MG)的可行性,该微电网包括光伏、风力涡轮机、电池储能和柴油发电机,为格林德瓦尔德的一栋住宅楼供电,该住宅楼被选为测试地点。设计/方法/方法三种运行配置用于运行拟议的MG。在第一种配置中,电能完全可以在主电网和MG之间进行供应和采购。在第二种配置中中,能源交易在15 kWh作为购买和销售能源的最大允许限制。在第三种配置中,研究了独立运行模式下的系统性能。在所有提出的配置中,使用鲸鱼优化技术来确定MG的最佳尺寸。能源成本(COE)和其他措施用于评估系统性能。结果表明,第一种配置是最有利的,COE为0.253$/KWh,可靠性为100%。此外,与其他技术相比,whale优化算法在MG的应用中是足够可行的。Originality/value所提出的研究价值在于研究MG与主电网之间的集成在多大程度上在经济和技术上是有益的。与之前主要关注MG最佳尺寸的研究相反。
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来源期刊
CiteScore
6.80
自引率
22.60%
发文量
63
期刊介绍: The International Journal of Energy Sector Management aims to facilitate dissemination of research on issues relating to supply management (covering the entire supply chain of resource finding, extraction, production, treatment, conversion, transportation, distribution and retail supply), demand and usage management, waste management, customer and other stakeholder management, and solutions thereto. The journal covers all forms of energy (non-renewable and renewable), forms of supply (centralised or decentralised), ownership patterns (public or private, cooperative, joint, or any other), market structures (formal, informal, integrated, disintegrated, national, international, local, etc.) and degress of commoditisation (e.g. internationally traded, regionally traded, non-traded, etc.). The journal aims to cover a wide range of subjects relevant to the management of the energy sector, including but not limited to: Management of scarce resources (economic, financial, human and natural), projects, activities and concerns (e.g. regulatory, social and environmental aspects), technologies and knowledge Business strategy, policy and planning as well as decision support systems for energy sector management Business organisation, structure and environment, and changes thereto Globalisation and multi-cultural management Management of innovation, change and transition.
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