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We have produced software for identifying

certain types of system errors and failures in

battery monitoring data, and are continuing to

work on our other goals.

Key outcomes and achievements of this project

include the development of improved battery

monitoring software.

The goal of this project is to develop tools for

monitoring battery health, both to detect any

failures in the monitoring system and to predict

the battery’s remaining useful life. The major

activities for the project are developing software

(and the corresponding documentation) for

cleansing battery data, detecting instrumentation

faults, and predicting battery life, as well as

preparing scientific publications discussing the

novel approaches created for this software.

The objective of this project is to improve

the state-of-the-art in battery monitoring and


Predictive Battery Analysis

Taghi Khoshgoftaar, PI

Industry partner interested in

this project: Avocent/Emerson

p ro j e ct 4