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An agent-based model for energy investment decisions in the residential sector

机译:基于代理的住宅部门能源投资决策模型

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摘要

Energy-related investment decisions in the buildings sector are heterogeneous in that the outcome for each individual varies according to budget, values, and perception of a technology, even if an apparently identical decision task is faced. In particular, the rate of adoption of new energy-efficient technologies is often hard to model and underlines the need for an advanced approach to capture diversity in decision-making, and enable the inclusion of economic, comfort, environmental and social aspects. This paper presents an enhanced agent-based model that captures several characteristics of consumer behaviour that influence investment decisions. Multiple agents with different objectives, search strategies, and decision methods are implemented. A case study is presented which illustrates the benefits of the approach for the residential sector in the UK. The agent-based method shows diversity in investment decisions, without requiring the constraints on uptake needed in many models. This leads to a range of technologies in the market during a transition phase, continuous investment in low capital cost technologies, and eventually the emergence of a low carbon system based on new mass market technologies. The system that emerges is vastly different from one observed when economically rational investment is assumed and uptake constraints are applied. (C) 2019 Elsevier Ltd. All rights reserved.
机译:建筑物领域中与能源相关的投资决策是异类的,即使面对显然相同的决策任务,每个人的结果也会根据预算,价值和对技术的理解而有所不同。尤其是,新的节能技术的采用率通常很难建模,并强调了需要一种先进的方法来捕捉决策中的多样性,并使经济,舒适,环境和社会各方面都纳入其中。本文提出了一种增强的基于代理的模型,该模型捕获了影响投资决策的消费者行为的多个特征。实现了具有不同目标,搜索策略和决策方法的多个代理。提出了一个案例研究,说明了该方法对英国住宅部门的好处。基于代理的方法显示出投资决策的多样性,而无需约束许多模型中需要的使用量。这导致在过渡阶段市场上出现了一系列技术,不断投资于低资本成本技术,并最终出现了基于新的大众市场技术的低碳系统。出现的系统与假定经济上合理的投资并采用吸收限制时所观察到的系统有很大的不同。 (C)2019 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Energy》 |2019年第1期|752-768|共17页
  • 作者单位

    Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England;

    Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England;

    Imperial Coll London, Dept Earth Sci & Engn, London SW7 2AZ, England;

    Imperial Coll London, Dept Chem Engn, London SW7 2AZ, England;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy systems model; Agent-based; Residential; CO2;

    机译:能源系统模型;基于代理;住宅;CO2;

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