DocumentCode :
43929
Title :
Intelligent Optimal Energy Management System for Hybrid Power Sources Including Fuel Cell and Battery
Author :
Wai, Rong-Jong ; Jhung, Shih-Jie ; Liaw, Jun-Jie ; Chang, Yung-Ruei
Author_Institution :
Dept. of Electr. Eng., Yuan Ze Univ., Chungli, Taiwan
Volume :
28
Issue :
7
fYear :
2013
fDate :
Jul-13
Firstpage :
3231
Lastpage :
3244
Abstract :
In this study, an intelligent optimal energy management system is designed for hybrid power sources including a fuel cell (FC) system and a battery module. In the proposed intelligent optimal energy management system, a simple fan temperature control is introduced to reduce the possible energy waste during the startup of the FC system. Moreover, a fuzzy hydrogen control is designed to manipulate the FC system stably and generate the same unit power with less hydrogen. In addition, a stable adaptive current-voltage fast-charging control is investigated to improve the charge speed in conventional constant current/constant voltage (CC/CV) scheme with proportional-integral control. The objectives of fast charging, energy saving, power source protection, and system stability assurance can be simultaneously achieved. Furthermore, the effectiveness of the proposed intelligent optimal energy management system is verified by experimental results. Its merits are indicated by comparing a conventional management system without the fan temperature control and with a fixed hydrogen pressure and a CC/CV charging framework.
Keywords :
PI control; adaptive control; electric current control; energy management systems; fuel cells; fuzzy control; intelligent control; stability; temperature control; voltage control; CC-CV charging framework; FC system; PI control; adaptive current-voltage fast-charging control; battery module; constant current-constant voltage scheme; energy saving; fan temperature control; fixed hydrogen pressure; fuel cell system; fuzzy hydrogen control; hybrid power sources; intelligent optimal energy management system; power source protection; proportional-integral control; system stability assurance; unit power; Artificial intelligence; Batteries; Cooling; Energy management; Hybrid power systems; Hydrogen; Adaptive fast-charging control; battery module; energy management; fan temperature control; fuel cell (FC); fuzzy hydrogen control;
fLanguage :
English
Journal_Title :
Power Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8993
Type :
jour
DOI :
10.1109/TPEL.2012.2219323
Filename :
6304935
Link To Document :
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