期刊
RESOURCES CONSERVATION AND RECYCLING
卷 194, 期 -, 页码 -出版社
ELSEVIER
DOI: 10.1016/j.resconrec.2023.106966
关键词
agent-based model; charging infrastructure; the diffusion of innovations; electric vehicles; chicken-egg dilemma
This study establishes an agent-based model to capture the dynamic interactions among EV adoption decisions, EV charging activities, and charging infrastructure investment and operation. Empirical data from Beijing is further applied to calibrate and validate the model before conducting simulation experiments to examine the effectiveness of financial subsidies and environmental factors for resolving the dilemma. The findings suggest that subsidy strategies within a reasonable range can help escape the dilemma, while significant changes in external factors may shed light on tackling the dilemma.
Although charging infrastructure is a prerequisite for widespread electric vehicle (EV) penetration, its deploy-ment is prone to a chicken-egg dilemma in the early stages of electrification. Previous studies mainly applied game theoretical approaches to identify the optimal strategy for escaping the dilemma, with minimal attention paid to the complex interactions between EV adoption and charging infrastructure deployment, which is the intrinsic cause of the chicken-egg dilemma. Hence, this study establishes an agent-based model to capture the dynamic interactions among EV adoption decisions, EV charging activities, and charging infrastructure invest-ment and operation. Empirical data from Beijing is further applied to calibrate and validate the model before conducting simulation experiments to examine the effectiveness of financial subsidies and environmental factors for resolving the dilemma. The findings suggest that either purchase subsidies for EV adopters or operation subsidies and construction subsidies for charging point operators can help escaping the dilemma only if their subsidy level is within a reasonable range. Otherwise, subsidy strategies may lead to a heavy fiscal burden or an overallocation of charging resources. A substantial change in external factors such as EV sales prices, gasoline prices, and EV driving range can also initiate a virtuous circle between EVs and charging infrastructure, indi-cating that policy interventions towards these factors may shed light on tackling the dilemma.
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