Abstract
Lithium-ion (Li-ion) batteries have emerged as the major power source for todays electronic products because they can offer advantages such as high energy density, low maintenance requirement, high open-circuit voltage, low self-discharge rate, and lack of memory effect. The performance and lifespan of Li-ion batteries are closely related to the quality of the charging pattern. Therefore, an optimal charging pattern is essential for Li-ion batteries to achieve shorter charging time and longer cycle life. In this paper, a Taguchi-based algorithm is presented. Consecutive orthogonal array techniques are utilized to determine the optimal charging pattern for the five-step constant current charging method. The problem formulation, implementation procedure, and parameter setting method are described and explained in detail. Experimental results show that the obtained charging pattern is capable of charging the Li-ion batteries to 95 capacity. Comparing to the conventional constant currentconstant voltage method, the benefits of the obtained pattern are faster and safer charging and longer battery cycle life.
Original language | English |
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Article number | 5710657 |
Pages (from-to) | 654-661 |
Number of pages | 8 |
Journal | IEEE Transactions on Energy Conversion |
Volume | 26 |
Issue number | 2 |
DOIs | |
State | Published - 06 2011 |
Externally published | Yes |
Keywords
- Consecutive orthogonal array (COA)
- Taguchi method
- optimal charging pattern