Review of multi-objective optimization in long-term energy system models

IF 1.9 Q4 ENERGY & FUELS Global Energy Interconnection Pub Date : 2023-10-01 DOI:10.1016/j.gloei.2023.10.010
Wenxin Chen , Hongtao Ren , Wenji Zhou
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引用次数: 0

Abstract

Modeling and optimizing long-term energy systems can provide solutions to various energy and environmental policies involving public-interest issues. The conventional optimization of long-term energy system models focuses on a single economic goal. However, the increasingly complex demands of energy systems necessitate the comprehensive consideration of multiple dimensional objectives, such as environmental, social, and energy security. Therefore, a multi- objective optimization of long-term energy system models has been developed. Herein, studies pertaining to the multi- objective optimization of long-term energy system models are summarized; the optimization objectives of long-term energy system models are classified into economic, environmental, social, and energy security aspects; and the multi-objective optimization methods are classified and explained based on the preferential expression of decision makers. Finally, the key development direction of the multi-objective optimization of energy system models is discussed.

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长期能源系统模型中的多目标优化研究进展
建模和优化长期能源系统可以为涉及公共利益问题的各种能源和环境政策提供解决方案。长期能源系统模型的传统优化侧重于单一的经济目标。然而,能源系统日益复杂的需求需要综合考虑多个维度的目标,如环境、社会和能源安全。因此,开发了一种长期能源系统模型的多目标优化方法。本文综述了长期能源系统模型的多目标优化研究;长期能源系统模型的优化目标分为经济、环境、社会和能源安全方面;并根据决策者的偏好表达式对多目标优化方法进行了分类和解释。最后,讨论了能源系统模型多目标优化的关键发展方向。
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来源期刊
Global Energy Interconnection
Global Energy Interconnection Engineering-Automotive Engineering
CiteScore
5.70
自引率
0.00%
发文量
985
审稿时长
15 weeks
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