Online Voltage and Degradation Value Prediction of Lead Acid Battery Using Gaussian Process Regression
Hadi Winata,
Nico Surantha
Abstract:Monitoring battery voltage is important to ensure a steady supply of energy. A crucial aspect to avoid failure is estimating the voltage required by the battery load. Lead acid batteries play a vital role as engine starters when the generators are activated. The generator engine requires an adequate voltage to initiate the power generation process. This article discusses three prediction models for estimating the voltage and degradation values based on data-driven methods. The machine-learning models used were… Show more
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