ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research
نویسندگان
چکیده
ACN-Sim is a data-driven, open-source simulation environment designed to accelerate research in the field of smart electric vehicle (EV) charging. It fills need this community for widely available, realistic which researchers can evaluate algorithms and test assumptions. provides modular, extensible architecture, models complexity real charging systems, including battery behavior unbalanced three-phase infrastructure. also integrates with broader ecosystem tools. These include ACN-Data, an open dataset EV sessions, scenarios, ACN-Live, framework field-testing algorithms. grid simulators like MATPOWER, PandaPower OpenDSS, OpenAI Gym training reinforcement learning agents.
منابع مشابه
development and implementation of an optimized control strategy for induction machine in an electric vehicle
in the area of automotive engineering there is a tendency to more electrification of power train. in this work control of an induction machine for the application of electric vehicle is investigated. through the changing operating point of the machine, adapting the rotor magnetization current seems to be useful to increase the machines efficiency. in the literature there are many approaches wh...
15 صفحه اولAn Advanced Data Driven Model for Residential Plug- in Hybrid Electric Vehicle Charging Demand
As the plug-in hybrid electric vehicle (PHEV) is becoming a very significant component in residential loads, an accurate and valid model for the PHEV charging demand is the key for load forecast, demand respond, system planning and so forth. As a result, we propose a data driven queuing model for residential PHEV charging demand by performing data analytics on smart meter measurements. The data...
متن کاملElectric Vehicle Charging Modeling
With an electrified passenger transportation fleet, carbon dioxide emissions could be reduced significantly depending on the electric power production mix. Increased electric power consumption due to electric vehicle charging demands of electric vehicle fleets may be met by increased amount of renewable power production in the electrical systems. With electric vehicle fleets in the transportati...
متن کاملCVSim: An Open-Source Cardiovascular Simulator for Teaching and Research.
CVSim is a lumped-parameter model of the human cardiovascular system that has been developed and used for research and for teaching quantitative physiology courses at MIT and Harvard Medical School since 1984. We present a brief historical background of lumped-parameter cardiovascular system models, followed by an overview of the development of the major versions of CVSim over a 25-year period ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Smart Grid
سال: 2021
ISSN: ['1949-3053', '1949-3061']
DOI: https://doi.org/10.1109/tsg.2021.3103156