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A decision support system for sustainable energy supply combining multi-objective and multi-attribute analysis: An Australian case study

机译:结合多目标和多属性分析的可持续能源供应决策支持系统:澳大利亚案例研究

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摘要

A framework for an energy supply decision support system (DSS) for sustainable plant design and production is presented in this paper, utilising an innovative use of multi-objective and multi-attribute decision-making (MODM, MADM) modelling together with impact assessment (IA) of the emission outputs. The mathematical model has been applied within an eco-industrial park (EIP) setting and includes three steps. First, an assessment of the total EIP emissions' inventory and impacts is conducted; the second step, focusing on the sustainability benefits of combined heating and power (CHP) plants and photovoltaic technologies, developed a multi-objective mathematical model including both economic and environmental objectives in a Pareto-frontier optimisation analysis. Four different scenarios involving combinations of CHP plants (internal combustion engine, gas turbine, micro-turbines and fuel cells) and two types of PV plant (monocrystalline and polycrystalline) were evaluated. The third step utilises a MADM methodology - the analytic hierarchy process (AHP) - for selecting the best alternative among the Pareto-frontier efficient solutions. This model has been applied to a case study of an EIP located in Perth (Kwinana Industrial Area-KIA), Western Australia.
机译:本文提出了一种用于可持续工厂设计和生产的能源供应决策支持系统(DSS)的框架,该框架利用多目标和多属性决策(MODM,MADM)建模的创新用法以及影响评估( IA)的排放量。该数学模型已在生态工业园区(EIP)的环境中应用,包括三个步骤。首先,对EIP排放总量和影响进行评估。第二步,着眼于热电联产工厂和光伏技术的可持续性优势,在帕累托边界优化分析中建立了包括经济和环境目标在内的多目标数学模型。评估了CHP工厂(内燃机,燃气轮机,微型涡轮机和燃料电池)和两种PV工厂(单晶和多晶)组合的四种不同方案。第三步利用MADM方法-层次分析法(AHP)-在帕累托边界高效解决方案中选择最佳替代方案。该模型已应用于位于西澳大利亚珀斯(Kwinana工业区-KIA)的EIP的案例研究。

著录项

  • 来源
    《Decision support systems》 |2014年第1期|150-159|共10页
  • 作者单位

    Dipartimento di Ingegneria Elettrica, Gestionale e Meccanica, University of Udine, via Delle Scienze 208, Udine, Italy;

    Sustainable Engineering Group, Curtin University, Sarich Road, Bentley, Perth Western Australia, Australia;

    Dipartimento di Ingegneria Elettrica, Gestionale e Meccanica, University of Udine, via Delle Scienze 208, Udine, Italy;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Eco-industrial park; MCDA; AHP; CHP;

    机译:生态工业园;MCDA;层次分析法;热电联产;
  • 入库时间 2022-08-18 02:13:35

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