Title :
State of health estimation of VRLA batteries using fuzzy logic
Author :
Shahriari, Mehrnoosh ; Farrokhi, Mohammad
Author_Institution :
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
State of Health (SOH) is an important characteristic in determining the overall profile of a battery. SOH is a measure of the remaining full charge capacity of a battery with respect to its nominal capacity. As continuously charged and discharged and battery ages, the chemical composition starts to degrade. This paper describes a novel online method to determine the SOH of a battery. In the proposed method, the SOH of Valve-Regulated Lead-Acid (VRLA) batteries is estimated using the relation between the State of Charge (SOC) and the battery open-circuit terminal voltage (Voc). This estimation is performed using the least-square method and the fuzzy logic. Experimental results show good estimation of the SOH in relatively short time.
Keywords :
Aging; Battery charge measurement; Chemical technology; Current measurement; Degradation; Fuzzy logic; Impedance measurement; State estimation; Temperature; Voltage; Estimation; State of Health; VRLA batteries;
Conference_Titel :
Electrical Engineering (ICEE), 2010 18th Iranian Conference on
Conference_Location :
Isfahan, Iran
Print_ISBN :
978-1-4244-6760-0
DOI :
10.1109/IRANIANCEE.2010.5506994