There are substantial advantages that consistent and continuous monitoring provide over manual battery maintenance techniques. This paper will describe how trending data can be used to paint a far more complete picture of the battery’s present and historical performance. In addition, the paper shows how trend data is used to predict events such as thermal runaway or battery end of life failures with months of advance notice to allow scheduled corrective actions.