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Archetypes of Country Energy Systems

机译:乡村能源系统的原型

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Global challenges as decarbonization, the integration of renewables or an increasing electrification are confronting countries worldwide. Based on an analysis of different energy system models, archetypes of country energy systems are identified as an approach to simplify modeling the global challenges for most countries around the world. Applying a modified K-means algorithm to a broad and transparent data basis of socio-economic, geographic/climatic and energy-related data leads to the definition of the archetypes. An exemplary clustering of 140 countries generating 15 archetypes underlines the existence of patterns in energy systems, which can e.g. be characterized by the climatic circumstances or the energy mix. Overall the archetypes represent a possibility to summarize countries on a global level, leading to a simplified modeling process of countries in energy system models, providing a common data basis for models and identifying common challenges of different countries.
机译:脱碳,可再生能源整合或电气化程度提高等全球性挑战正在世界范围内面临。基于对不同能源系统模型的分析,国家能源系统的原型被确定为一种简化对世界上大多数国家的全球挑战建模的方法。将改进的K均值算法应用于社会经济,地理/气候和能源相关数据的广泛而透明的数据基础,即可确定原型。产生15个原型的140个国家的示例性集群突显了能源系统中模式的存在,例如以气候环境或能量混合为特征。总体而言,原型代表了在全球范围内总结国家的可能性,从而简化了能源系统模型中国家的建模过程,为模型提供了通用的数据基础并确定了不同国家的共同挑战。

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