Business challenge

• Power systems company ships smart batteries with built-in diagnostic tools
• Batteries are replaced when they fail, resulting in interruption and downtime

Solution

• Utilized diagnostic measurements such as impedance, voltage and temperature to develop a prediction system for impending failure

Business benefit

• Unexpected, costly downtime avoided by servicing before failure
• Improved customer satisfaction by preventing failure cases