Lee, Zachary and Johansson, Daniel and Low, Steven H. (2019) ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research. In: Proceedings of the Tenth ACM International Conference on Future Energy Systems (e-Energy '19). Association for Computing Machinery , New York, NY, pp. 411-412. ISBN 9781450366717. https://resolver.caltech.edu/CaltechAUTHORS:20190614-091204247
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Abstract
Electric vehicles have recently garnered significant attention in the research community due to their potential has a large, highly controllable load which can be used in demand response, load shaping, and renewable energy integration. However, research into practical charging algorithms has been hampered by the lack of a widely available, realistic simulation environment. To meet this need in the community, we are releasing ACN-Sim, a data-driven, open-source simulator based on our experience building and operating real-world charging systems. This simulator provides researchers who may lack access to real EV charging systems with a realistic environment to evaluate their algorithms and test their assumptions. It also provides a common platform on which algorithms can be evaluated head-to-head, allowing researchers to better understand and articulate how their work fits into the existing literature.
Item Type: | Book Section | ||||||||||||
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Additional Information: | © 2019 ACM. This work was supported by the NSF Graduate Research Fellowship under Grant No. 1745301 as well as CCF-1637598, ECCS-1619352, CNS-1545096, and CPS-1739355. | ||||||||||||
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DOI: | 10.1145/3307772.3330170 | ||||||||||||
Record Number: | CaltechAUTHORS:20190614-091204247 | ||||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20190614-091204247 | ||||||||||||
Official Citation: | Zachary Lee, Daniel Johansson, and Steven H. Low. 2019. ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research. In Proceedings of the Tenth ACM International Conference on Future Energy Systems (e-Energy '19). ACM, New York, NY, USA, 411-412. DOI: https://doi.org/10.1145/3307772.3330170 | ||||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||||
ID Code: | 96441 | ||||||||||||
Collection: | CaltechAUTHORS | ||||||||||||
Deposited By: | George Porter | ||||||||||||
Deposited On: | 14 Jun 2019 22:00 | ||||||||||||
Last Modified: | 16 Nov 2021 17:20 |
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