Optimum life cycle and AI

Michael Forsthoffer

February 23, 2026

Predictive maintenance in the age of AI

About the author: Michael Forsthoffer is president of Forsthoffer Associates Inc. (FAI), a turbomachinery consultancy which provides machinery support in the form of troubleshooting, critical machinery condition assessments and site-specific training of all disciplines involved with machinery. 

In this day and age of AI being in the forefront of all…

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