能源专业:基于空间显式代理的模型,实现正能量区域
Erkinai Derkenbaeva1,2, Gert Jan Hofstede1,3, Eveline van Leeuwen1,2
1Department of Social Sciences, Wageningen University and Research, Hollandseweg 1, Wageningen 6706 KN, the Netherlands.
MethodsX
|July 5, 2024
概括
本研究介绍了基于ENERGY Pro代理的模型,用于房屋所有者对节能改造的决定. 该模型结合了社会和空间微模拟,用于城市能源转型研究中的可复制性和适应性.
科学领域:
- 环境社会科学 环境社会科学
- 计算社会科学 计算社会科学
- 城市规划是城市规划.
背景情况:
- 了解房屋所有者的决定对于能源转型至关重要.
- 基于代理的建模 (ABM) 为模拟复杂的社会动态提供了一个强大的工具.
- 整合空间微模拟增强了ABM的经验基础.
研究的目的:
- 用ODD+D协议描述基于ENERGY Pro代理的模型.
- 在阿姆斯特丹调查房屋所有者采用节能改造 (EER) 措施.
- 促进能源转型研究模型的可复制性和可访问性.
主要方法:
- 基于代理的建模 (ABM) 与空间微模拟相结合.
- 使用概述,设计概念和细节+人类决策 (ODD+D) 协议来描述模型.
- 在模型构建和数据扩展中的实证明确性.
主要成果:
- 这篇文章详细介绍了ENERGY Pro模型的概念框架,数据扩展和实施.
- 介绍了敏感性分析和验证结果.
- 该模型是为了适应不同城市环境而设计的.
结论:
- 能源Pro模型为研究能源转型动态提供了一个强大的框架.
- 社会和空间微模拟的组合对经验ABM有效.
- 该模型是城市能源规划研究人员和政策制定者的宝贵资源.
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