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| DOI | 10.1016/j.enpol.2021.112646 |
| Impact of socio-economic factors on local energetic retrofitting needs - A data analytics approach | |
| Ahlrichs J.; Wenninger S.; Wiethe C.; Häckel B. | |
| 发表日期 | 2022 |
| ISSN | 0301-4215 |
| 卷号 | 160 |
| 英文摘要 | Despite great efforts to increase energetic retrofitting rates in the residential building stock, greenhouse gas emissions are still too high to counteract climate change. One barrier is that policy measures are mostly national and do not address local differences. Even though there is plenty of research on instruments to overcome general barriers of energetic retrofitting, literature does not consider differences in local peculiarities. Thus, this paper aims to provide guidance for policy-makers by deriving evidence from over 19 million Energy Performance Certificates and socio-economic data from England, Scotland, and Wales. We find that building archetypes with their respective energetic retrofitting needs differ locally and that socio-economic factors show a strong correlation to the buildings’ energy efficiency, with the correlation varying depending on different degrees of this condition. For example, factors associated to employment mainly affect buildings with lower energy efficiency whereas the impact on more efficient buildings is limited. The findings of this paper allow for tailoring local policy instruments to fit the local peculiarities. We obtain a list of the most important socio-economic factors influencing the regional energy efficiency. Further, for two exemplary factors, we illustrate how local policy instruments should consider local retrofitting needs and socio-economic factors. © 2021 Elsevier Ltd |
| 英文关键词 | Data mining; Energy efficiency; Energy performance certificates; England; Environment; Local environmental policy; Residential building stock; Scotland; Socio-economic; Socio-economic effects; Wales |
| 语种 | 英语 |
| scopus关键词 | Climate change; Data Analytics; Data mining; Energy efficiency; Environmental protection; Gas emissions; Greenhouse gases; Housing; Retrofitting; Energy performance; Energy performance certificate; England; Environment; Environmental policy; Local environmental policy; Residential building stocks; Scotland; Socio-economic effects; Socio-economics; Wale; Economic and social effects; data mining; emission control; energy efficiency; energy resource; environmental economics; environmental policy; performance assessment; policy analysis; residential energy; resource allocation; socioeconomic conditions; England; Scotland; United Kingdom; Wales |
| 来源期刊 | Energy Policy
 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/256464 |
| 作者单位 | Project Group Business & Information Systems Engineering of the Fraunhofer FIT, Universitätsstr. 12, Augsburg, 86159, Germany; FIM Research Center, University of Applied Sciences Augsburg, Universitätsstr. 12, Augsburg, 86159, Germany |
| 推荐引用方式 GB/T 7714 | Ahlrichs J.,Wenninger S.,Wiethe C.,et al. Impact of socio-economic factors on local energetic retrofitting needs - A data analytics approach[J],2022,160. |
| APA | Ahlrichs J.,Wenninger S.,Wiethe C.,&Häckel B..(2022).Impact of socio-economic factors on local energetic retrofitting needs - A data analytics approach.Energy Policy,160. |
| MLA | Ahlrichs J.,et al."Impact of socio-economic factors on local energetic retrofitting needs - A data analytics approach".Energy Policy 160(2022). |
| 条目包含的文件 | 条目无相关文件。 | |||||
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