Capacity Estimation Technique of Stationary Lead Acid Battery

Estimation of Residual Capacity of Lead Acid Battery using RBF Model

Analytical models have been developed to diminish test procedures for product realization, but they have only been partially successful in consistently predicting the performance of battery systems. The complex set of interacting physical and chemical processes within battery systems have made the development of analytical models to be a significant challenge. Advanced simulation tools are need...

Advanced Lead Acid Battery Development

The Nonlinear Variable Selection and Its Real-time Detection of Lead-acid Battery Capacity

Real-time detection of lead-acid battery capacity is hard for not having the suitable instrument. The soft sensing method is considered. It is studied on the basis of variable selection, the confirming of structure and parameters for the predicted model. The importance of each related nonlinear secondary variable is computed and sorted with RReliefF method. After that, the secondary variable se...

Online Estimation of Lithium-Ion Battery State-of-Charge and Capacity with a Multiscale Filtering Technique

Real-time prediction of state-of-charge (SOC), state-ofhealth (SOH) and state-of-life (SOL) plays an essential role in many battery energy storage applications, such as electric vehicle (EV), hybrid electric vehicle (HEV) and smart power grid. However, among these three quantities, only the SOC has been thoroughly studies while there is still lack of rigorous research efforts on the other two q...

Artificial Neural Network Technique for Predicting the Lifetime and Performance of Lead - Acid Battery

Numerous methods and techniques are available to forecast the life and the behavior of storage batteries. However, each has got its own merits and demerits. The main focus of this paper is to predict the life and the behavior of the lead acid battery as a function of less discharge time, less working hour and saving energy. To collect minimum experimental data, various testing procedures are ca...