Multi-objective Analysis of Sustainable Generation Expansion Planning based on Renewable Energy Potential: A case study of Bali Province of Indonesia

Q1 Social Sciences
Rahmat Adiprasetya Al Hasibi
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引用次数: 9

Abstract

This article analyzes the role of renewable energy in producing sustainable generation expansion planning. The generation expansion planning is carried out using an optimization model which has two objective functions, namely the objective function of planning costs and the objective function of emissions. Multi-objective analysis was performed using the epsilon constraint method to produce the Pareto set. Solution points are selected from the Pareto set generated using the fuzzy decision making method. The process of determining the best solution points is based on three scenarios. Furthermore, calculations were carried out to obtain 7 indicators of sustainability covering economic, social, and environmental aspects. The sustainability index is calculated based on several predetermined policy options. The model is implemented using data obtained from the electricity system in Bali Province, Indonesia. From the analysis, the planning scenario by implementing renewable energy sources in the generation of electrical energy, namely scenario 3, results in an increase in the sustainability index with the highest value during the planning period. However, scenario 3 produces two sustainability indices from the economic aspect, namely the unit cost of generation and shared electricity cost to GDP, which is the lowest when compared to other scenarios.
基于可再生能源潜力的可持续发电扩展规划的多目标分析——以印度尼西亚巴厘岛省为例
本文分析了可再生能源在制定可持续发电扩张规划中的作用。发电扩建规划使用具有两个目标函数的优化模型进行,即规划成本的目标函数和排放的目标函数。使用ε约束方法进行多目标分析以产生Pareto集。从使用模糊决策方法生成的Pareto集合中选择解点。确定最佳解决方案点的过程基于三个场景。此外,还进行了计算,以获得涵盖经济、社会和环境方面的7项可持续性指标。可持续性指数是根据几个预先确定的政策选项计算的。该模型是使用从印度尼西亚巴厘省电力系统获得的数据实现的。从分析来看,在发电中使用可再生能源的规划情景,即情景3,导致可持续性指数在规划期内以最高值增加。然而,从经济角度来看,情景3产生了两个可持续性指数,即单位发电成本和分摊电力成本占GDP的比例,与其他情景相比,这是最低的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Sustainable Energy Planning and Management
International Journal of Sustainable Energy Planning and Management Social Sciences-Geography, Planning and Development
CiteScore
7.60
自引率
0.00%
发文量
18
审稿时长
30 weeks
期刊介绍: The journal is an international interdisciplinary journal in Sustainable Energy Planning and Management combining engineering and social science within Energy System Analysis, Feasibility Studies and Public Regulation. The journal especially welcomes papers within the following three focus areas: Energy System analysis including theories, methodologies, data handling and software tools as well as specific models and analyses at local, regional, country and/or global level. Economics, Socio economics and Feasibility studies including theories and methodologies of institutional economics as well as specific feasibility studies and analyses. Public Regulation and management including theories and methodologies as well as specific analyses and proposals in the light of the implementation and transition into sustainable energy systems.
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