混合方法下可再生能源转型的模糊多目标优化

Q3 Engineering Production Pub Date : 2022-01-01 DOI:10.1590/0103-6513.20210132
F. G. Camargo
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引用次数: 2

摘要

本文的目的是:结合质量指标,结合模糊决策理论(FDM)、层次分析法(AHP)和进化粒子群优化(EPSO),提出一种新的“动态增长分配模型(DGAM)”。独创性:阿根廷能源转型的多目标优化(不确定性)研究不够。这个问题的组合方法没有发表,它有很好的,相对容易和快速的结果。研究方法:分析优化指标EROI、CO2、IC和RP,采用的方法DGAM、FDM、AHP和EPSO及其结果。主要发现:(1)核能允许向可再生能源过渡;(ii)需要拆除化石燃料并投资生物质能和风能;(iii) EROI取决于良好的负载系数、使用寿命和性能。对理论和实践的启示:它寻求阿根廷20%的最低可再生能源参与(RP)与可持续能源矩阵。
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Fuzzy multi-objective optimization of the energy transition towards renewable energies with a mixed methodology
Paper aims : the combination of the quality indices, a novel model called “Dynamic Growth Allocation Model (DGAM)”, Fuzzy Decision Making Theory (FDM), Analytical Hierarchy Process (AHP) and the Evolutive Particle Swarm Optimization (EPSO) is proposed. Originality : the multi-objective optimization (with uncertainty) of the Argentine energy transition is not sufficiently studied. This combined methodology in this problem was not published and it had good, relatively easy and fast results. Research method : the optimization indices (EROI, CO2, IC and RP), the methodology used (DGAM, FDM, AHP and EPSO) and its results are analyzed. Main findings : (i) the nuclear energy allowed the renewable transition; (ii) the fossil dismantling and the investment in biomass and wind are needed; (iii) the EROI depends on the good load factor, useful life and performance. Implications for theory and practice : It is sought a minimum Renewable Participation (RP) of 20% of Argentina with a sustainable energy matrix.
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来源期刊
Production
Production Engineering-Industrial and Manufacturing Engineering
CiteScore
3.00
自引率
0.00%
发文量
26
审稿时长
40 weeks
期刊介绍: The Produção Journal (Production Journal), ISSN 0103-6513, is a Brazilian Association of Production Engineering (ABEPRO) publication. It was created in 1990 in order to provide a communication medium for academic articles in the Production Engineering field. Since 2002, the Production Engineering Department of Polytechnic School of the University of São Paulo (PRO/EPUSP) is responsible for the editorial process of Produção Journal, sponsored by Carlos Alberto Vanzolini Foundation (FCAV). Revista Produção has the tradition of eighteen published volumes and Qualis "B2" evaluation by CAPES in the Engineering III area. For Brazilian academic community it is a top journal in Production Engineering field.
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