Chao Luo, Yih-Fang Huang, Vijay Gupta
arXiv 7 Jan 2018 · eess.SP · 25 citations (OpenAlex)
arXiv:1801.02135 · PDF · DOI · OpenAlex · Extracted main text
This paper presents a multi-stage approach to the placement of charging stations under the scenarios of different electric vehicle (EV) penetration rates. The EV charging market is modeled as the oligopoly. A consumer behavior based approach is applied to forecast the charging demand of the charging stations using a nested logit model. The impacts of both the urban road network and the power grid network on charging station planning are also considered. At each planning stage, the optimal station placement strategy is derived through solving a Bayesian game among the service providers. To investigate the interplay of the travel pattern, the consumer behavior, urban road network, power grid network, and the charging station placement, a simulation platform (The EV Virtual City 1.0) is developed using Java on Repast.We conduct a case study in the San Pedro District of Los Angeles by importing the geographic and demographic data of that region into the platform. The simulation results demonstrate a strong consistency between the charging station placement and the traffic flow of EVs. The results also reveal an interesting phenomenon that service providers prefer clustering instead of spatial separation in this oligopoly market.
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The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Kenneth Train, “Discrete Choice Methods with Simulation", Cambridge… (2003) | 0.737 | 4 | 2 | 75% |
| 2 | Michael J North, Nicholson T Collier, Jonathan Ozik, Eric R Tatara,… (2013) | 0.644 | 2 | 2 | 100% |
| 3 | Albert Y.S. Lam, Yiu-Wing Leung, and Xiaowen Chu, “Electric Vehicle… (2014) comment | 0.405 | 1 | 1 | 100% |
| 4 | Andreas Irmen, and Jacques-Francois Thisse, “Competition in Multi-ch… (1998) | 0.405 | 1 | 1 | 100% |
| 5 | PJM Interconnection LLC (PJM), “Locational Marginal Pricing LMP Over… | 0.405 | 1 | 1 | 100% |
| 6 | Shaoyun Ge, Liang Feng, and Hong Liu, “The Planning of Electric Vehi… (2011) International Conference on Electrical and Control Engineering (ICECE), 2011, pp | 0.405 | 1 | 1 | 100% |
| 7 | John Harsanyi, Games with incomplete information played by ��Bayesia… (1967) | 0.405 | 1 | 1 | 100% |
| 8 | Joel A. C. Baum and Heather A. Haveman, “Love Thy Neighbor? Differen… (1997) | 0.405 | 1 | 1 | 100% |
| 9 | U.S. Department of Transportation, Federal Highway Administration (2009) National Household Travel Survey. URL: http://nhts.ornl.gov | 0.405 | 1 | 1 | 100% |
| 10 | Valeria Bernardo, Joan-Ramon Borrell, and Jordi Perdiguero, “Fast Ch… (2014) | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 16 scored citations.