Multi-objective optimization for sustainable development of the power sector: An economic, environmental, and social analysis of Iran

被引:53
作者
Atabaki, Mohammad Saeid [1 ]
Aryanpur, Vahid [2 ]
机构
[1] Kharazmi Univ, Dept Ind Engn, Fac Engn, Tehran, Iran
[2] Sharif Univ Technol, Tehran, Iran
关键词
Multi-objective linear programming; Sustainable development; Power system planning; CO2; emissions; Job creation; Renewable energy sources; ANALYTIC HIERARCHY PROCESS; RENEWABLE ENERGY; MULTICRITERIA ANALYSIS; GENERATION EXPANSION; ELECTRICITY SYSTEM; MODEL; SCENARIOS; SELECTION; ALTERNATIVES; PENETRATION;
D O I
10.1016/j.energy.2018.07.149
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper aims to analyze Iran's long-term power sector development from economic, environmental, social, and sustainable perspectives. For this purpose, a linear programming model is developed, which includes three objective functions: minimization of costs, minimization of CO2 emissions, and maximization of created jobs. To provide a sustainable plan, analytical hierarchy process is employed to allocate expert-based weights to the objective functions. Moreover, to support the decision-makers, Pareto-optimal alternatives are explored by varying the weights of objectives. The multi-objective model is solved by applying a weighted method based on fuzzy membership functions. The results show that a sustainable scenario leads to high technology diversification. Furthermore, the combined cycle would be the dominant option in Iran's long-term generation mix. In addition, power generation from non-hydro renewables, solar PV in particular, should grow faster than the total electricity demand. The findings indicate that the economic scenario fulfills Iran's commitment to 4% reduction of emissions compared to the current trend', however, the sustainable and environmental scenarios would cause achievement of the superior 12% reduction goal. Multi-objective analysis shows that moving away from one's objective optimum value leads to significant improvements in other objective values. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:493 / 507
页数:15
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