Title :
Parameter identification of circuit models for lead-acid batteries under non-zero initial conditions
Author :
Devarakonda, Lalitha ; Haifeng Wang ; Tingshu Hu
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Massachusetts, Lowell, MA, USA
Abstract :
This paper presents an algebraic method for parameter identification of Thevenin´s equivalent circuit models for batteries under non-zero initial conditions. In traditional methods, it was assumed that all capacitor voltages have zero initial conditions at the beginning of each test. This would require a long rest time between two successive discharging or charging tests, leading to very long test time for a charging cycle. In this paper, we propose an algebraic method which can extract the circuit parameters together with initial conditions. This would theoretically reduce the rest time to 0 and substantially accelerate the testing cycles.
Keywords :
equivalent circuits; lead acid batteries; parameter estimation; Thevenins equivalent circuit models; algebraic method; circuit parameter extraction; lead-acid batteries; nonzero initial conditions; parameter identification; Batteries; Computational modeling; Equations; Equivalent circuits; Integrated circuit modeling; Load modeling; Mathematical model; batteries; circuit models; initial conditions; linear algebraic equations;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858706