Lifetime estimation technique for lead-acid batteries
| Autor: | Marcos B. Ketzer, David C. C. Freitas, Antonio Marcus Nogueira Lima, Marcos R. A. Morais |
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| Rok vydání: | 2016 |
| Předmět: |
Battery (electricity)
Engineering Mathematical model Generalization business.industry 02 engineering and technology 010402 general chemistry 021001 nanoscience & nanotechnology 01 natural sciences 0104 chemical sciences Hardware_GENERAL Control theory Key (cryptography) Equivalent circuit 0210 nano-technology Lead–acid battery business Root-mean-square deviation Simulation Voltage |
| Zdroj: | IECON |
| Popis: | Battery mathematical models can be employed to predict its behavior under various charging and discharging conditions, and in some applications, they are key elements for the successes of the design. In this paper, it is analyzed a lead-acid battery model for voltage and lifetime estimation. The chosen model synthesis is based on an electrical equivalent circuit, and has the features that allow it to be used in the calculation of the remaining capacity. The lifetime model employs an adaptive update mechanism during the simulation such that the battery performance is reduced depending on the operating conditions. This paper objective is to generalize the analyzed mathematical system to be used in any lead-acid battery. Both the model and the estimation algorithm are evaluated with two batteries with same voltage and nominal capacity. The generalization of equation is made by the addition of three new parameters to minimize an objective function based on the least squares error. The study is based on a specific scenario that makes the battery reached the end of its lifetime. With the addition of new parameters, the RMS error between real capacity and calculated capacity are evaluated. |
| Databáze: | OpenAIRE |
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