Zhe Yu, Shiyao Chen, Lang Tong. An intelligent energy management system for large-scale charging of electric vehicles[J]. 中国电机工程学会电力与能源系统学报(英文), 2016,2(1):47-53.
Zhe Yu, Shiyao Chen, Lang Tong. An intelligent energy management system for large-scale charging of electric vehicles[J]. CSEE Journal of Power and Energy Systems, 2016, 2(1): 47-53.
Zhe Yu, Shiyao Chen, Lang Tong. An intelligent energy management system for large-scale charging of electric vehicles[J]. 中国电机工程学会电力与能源系统学报(英文), 2016,2(1):47-53. DOI: 10.17775/CSEEJPES.2016.00008.
Zhe Yu, Shiyao Chen, Lang Tong. An intelligent energy management system for large-scale charging of electric vehicles[J]. CSEE Journal of Power and Energy Systems, 2016, 2(1): 47-53. DOI: 10.17775/CSEEJPES.2016.00008.
An intelligent energy management system for large-scale charging of electric vehicles
摘要
Abstract
The problem of large-scale charging of electric vehicles (EVs) with consumer-imposed charging deadlines is considered. An architecture for the intelligent energy management system (iEMS) is introduced. The iEMS consists of an admission control and pricing module
a scheduling module that determines the charging sequence
and a power dispatch module that draws power from a mix of storage
local renewable energy sources
and purchased power from the grid. A threshold admission and greedy scheduling (TAGS) policy is proposed to maximize operation profit. The performance of TAGS is analyzed and evaluated based on average and worst-case performance measures and the optimality of TAGS is established for some instances. Numerical simulations demonstrate that TAGS achieves noticeable performance gains over benchmark techniques.