AN INTRODUCTION TO PREDICTIVE MAINTENANCE Fidena An introduction to predictive maintenance / R. Keith Mobley. ..... spends more than 200 billion each year on maintenance of plant equipment and facil ..... 1980s, the ability to acquire multiple blocks of raw data and then calculate an average.