Diffusion of Green Innovations: The Role of Consumer Characteristics for Domestic Energy Storage Adoption

Veronika Grimm, Sandra Kretschmer, S. Mehl
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引用次数: 1

Abstract

Against the background of a growing share of renewable energies and the ensuing fluctuations in electricity supply, domestic energy storage poses a promising option to foster flexible electricity demand and grid-stabilising self-supply. Understanding the determinants of adoption decisions regarding energy storage is therefore essential to enable targeted measures to promote their diffusion. This paper presents an in-depth analysis of motivational and psychological factors as well as product characteristics that affect the willingness to adopt domestic energy storage based on a selective sample focused on solar panel owners as the main energy storage target group. We find that potential adopters differ systematically in their evaluation of economic and non-economic utility aspects of domestic energy storage. Using correlation-based average linkage clustering, we identify four distinct types of storage adopters, namely finance-oriented, security-oriented, idealistic and multilaterally oriented households. The results of random forest analysis further reveal that adoption motives and the willingness to adopt vary substantially among the different types. We show that the most promising future adopters can be predicted based solely on observable characteristics. Our findings emphasise that segment-specific policy strategies and support mechanisms are needed to stimulate energy storage adoption to pave the way for a sustainable energy system.
绿色创新的扩散:消费者特征对国内储能采用的作用
在可再生能源份额不断增长以及随之而来的电力供应波动的背景下,国内储能为促进灵活的电力需求和电网稳定的自我供应提供了一个有希望的选择。因此,了解有关储能采用决策的决定因素对于采取有针对性的措施促进其扩散至关重要。本文以太阳能电池板所有者为主要储能目标群体,通过选择性抽样,深入分析了影响国内储能意愿的动机、心理因素以及产品特征。我们发现,潜在的采用者在评估国内储能的经济和非经济效用方面存在系统性差异。使用基于相关性的平均关联聚类,我们确定了四种不同类型的存储采用者,即金融导向型、安全导向型、理想主义和多边导向型家庭。随机森林分析结果进一步揭示了不同类型企业的收养动机和收养意愿存在较大差异。我们表明,仅根据可观察到的特征就可以预测未来最有希望的采用者。我们的研究结果强调,需要针对特定领域的政策策略和支持机制来刺激储能的采用,为可持续能源系统铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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