Electrical vehicle modeling: A fuzzy logic model for regenerative braking

作者：

Highlights：

• A fuzzy logic model for modeling regenerative braking systems is presented.

• Model output is the ratio of regenerative braking force to the total braking force.

• Model can be adapted to be used in traffic simulators like the SUMO simulator.

• Real data was gathered from short and long-distance field tests with a Nissan LEAF.

• Results were compared with real-world data obtained with a Nissan LEAF in road tests.

摘要

•A fuzzy logic model for modeling regenerative braking systems is presented.•Model output is the ratio of regenerative braking force to the total braking force.•Model can be adapted to be used in traffic simulators like the SUMO simulator.•Real data was gathered from short and long-distance field tests with a Nissan LEAF.•Results were compared with real-world data obtained with a Nissan LEAF in road tests.

论文关键词：Electric vehicle,Regenerative braking system,Fuzzy inference system

论文评审过程：Received 30 March 2015, Revised 15 June 2015, Accepted 4 July 2015, Available online 17 July 2015, Version of Record 29 August 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.07.006