Artificial Intelligence-Based Performance Optimization of Electric Vehicle-to-Home (V2H) Energy Management System

2020 ◽  
Vol 1 (2) ◽  
Author(s):  
Mahdi S. Shamami ◽  
Mohammad Saad Alam ◽  
Furkan Ahmad ◽  
Samir M. Shariff ◽  
Ibrahim AlSaidan ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Electric Vehicle ◽  
Energy Management ◽  
Performance Optimization ◽  
Management System ◽  
Energy Management System

Energy Management System Optimal Strategy for Pure Electric Vehicle Based on the Dynamic Programming

2014 ◽  
Vol 556-562 ◽  
pp. 1472-1475 ◽  
Author(s):  
Bing Dong ◽  
Yan Tao Tian ◽  
Chang Jiu Zhou
Keyword(s):  
Dynamic Programming ◽  
Fuzzy Control ◽  
Electric Vehicle ◽  
Energy Management ◽  
Management System ◽  
Control Method ◽  
Fuzzy Controller ◽  
Adaptive Fuzzy Control ◽  
Energy Management System ◽  
Fuzzy Control Strategy

This thesis puts forward one optimal adaptive fuzzy control method based on the pure electric vehicle energy management system of the fuzzy control which has been founded already. By adding an optimizing researching model based on the conventional fuzzy control strategy, the thesis can pick up the valuable control rules based on the dynamic programming theory and also can adjust the parameter of the fuzzy controller automatically according to the system operating. These can make the sum of the energy loss reduce to the min. The experiment points out that this method makes the vehicle possess good economic performance in the same driving cycle.

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