Abstract:
An online charging strategy is an efficient approach to provide charging plans for electric vehicles (EVs) from a global point of view, aiming to improve energy efficienc...Show MoreMetadata
Abstract:
An online charging strategy is an efficient approach to provide charging plans for electric vehicles (EVs) from a global point of view, aiming to improve energy efficiency while avoiding overloading of an electric power system. However, designing an efficient online charging strategy to achieve optimal energy utilization remains a challenging problem, especially when the coordinated behaviors of both EVs and charging stations are taken into consideration. In this paper, we first introduce an intelligent power distribution system which utilizes vehicular ad-hoc networks (VANETs) to enable communication among EVs on roads, road-side units (RSUs), and a vehicle-traffic server. Then, we propose a globally optimal online EV charging strategy, which not only improves energy utilization of the whole system but also prevents charging stations from overloading, which may cause a voltage drop in the power distribution system. Lagrange duality optimization techniques are exploited to address the associated optimal EV charging problem. The performance of our proposed strategy is evaluated by extensive simulations, and the results are compared with that of the traditional autonomous offline charging strategy.
Published in: 2013 IEEE Global Communications Conference (GLOBECOM)
Date of Conference: 09-13 December 2013
Date Added to IEEE Xplore: 17 July 2014
Electronic ISBN:978-1-4799-1353-4
Print ISSN: 1930-529X
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Electric Vehicles ,
- Vehicular Ad Hoc Networks ,
- Power System ,
- Electric Power ,
- State Of Charge ,
- Global Optimization ,
- Voltage Drop ,
- Energy Utilization ,
- Extensive Simulations ,
- Electric Vehicles Charging ,
- Electric Power System ,
- Roadside Units ,
- Power Distribution System ,
- Lagrange Duality ,
- Objective Function ,
- Greenhouse Gas ,
- Transport System ,
- Time Duration ,
- Lagrange Multiplier ,
- Global Positioning System ,
- Real-time Information ,
- Electric Vehicles Battery ,
- V2V Communication ,
- Traffic Information ,
- Power Flow Equations ,
- Pinterest ,
- Electrical Load ,
- Charging Power ,
- Power Demand ,
- Inequality Constraints
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Electric Vehicles ,
- Vehicular Ad Hoc Networks ,
- Power System ,
- Electric Power ,
- State Of Charge ,
- Global Optimization ,
- Voltage Drop ,
- Energy Utilization ,
- Extensive Simulations ,
- Electric Vehicles Charging ,
- Electric Power System ,
- Roadside Units ,
- Power Distribution System ,
- Lagrange Duality ,
- Objective Function ,
- Greenhouse Gas ,
- Transport System ,
- Time Duration ,
- Lagrange Multiplier ,
- Global Positioning System ,
- Real-time Information ,
- Electric Vehicles Battery ,
- V2V Communication ,
- Traffic Information ,
- Power Flow Equations ,
- Pinterest ,
- Electrical Load ,
- Charging Power ,
- Power Demand ,
- Inequality Constraints