Energy-Management-as-a-Service: Mobility Aware Energy Management for a Shared Electric Vehicle Fleet

被引:0
|
作者
Ostermann, Julien [1 ]
Koetter, Falko [1 ]
机构
[1] Fraunhofer Inst Ind Engn IAO, Nobelstr 12, D-70569 Stuttgart, Germany
关键词
Energy Management System; Electric Vehicle; Distributed Energy Resources; Cloud-based; Information and Communication Technology; Optimal Charging; Direct Load Control; SMART GRIDS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The combination of sustainable energy generation and transportation is one of the biggest challenges of the 21st century. In this work, an energy management system is presented which provides energy-management-as-a-service for electric vehicle fleet operators. Energy production and price forecasts are integrated with near real-time telematics data from a shared electric vehicle fleet, to optimize charging profiles for multiple charging sites of fleet operators. For this purpose, system architecture and a proper optimization method enabling different charging strategies are introduced. The presented system is finally evaluated by real world model trails and an optimization benchmark.
引用
收藏
页码:340 / 350
页数:11
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