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An optimal charging algorithm for lithium-ion batteries considering temperature rise minimization
- Source :
- 2017 Chinese Automation Congress (CAC).
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- In this paper, a novel optimal charging algorithm for lithium-ion batteries is proposed to optimize constant current charging strategy with the target of minimizing temperature increment. First, a battery temperature model is established along with the identified parameters. Then, battery charging problem is formulated and solved by genetic algorithm (GA). Various charging ambient temperatures are adopted to comprehensive testify the proposed algorithm. Experimental results show that the proposed algorithm can attain satisfactory performance with the slightly shortened charging time and can reduce the temperature increment by 42.6%-93.7% compared with the constant current charging strategy.
- Subjects :
- Battery (electricity)
Polarization voltage
Materials science
020209 energy
chemistry.chemical_element
02 engineering and technology
021001 nanoscience & nanotechnology
Ion
chemistry
Hardware_GENERAL
Genetic algorithm
0202 electrical engineering, electronic engineering, information engineering
Constant current
Lithium
Temperature Increment
Minification
0210 nano-technology
Algorithm
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 Chinese Automation Congress (CAC)
- Accession number :
- edsair.doi...........48fe2286bf59c8be07fbbe2bd1c86260
- Full Text :
- https://doi.org/10.1109/cac.2017.8243195