When managing the maintenance practices for a facility it’s important to understand the different approaches and the benefits of each. At the core, maintenance styles can be classified into a few different categories. Some of the…
In today’s competitive industrial world, predictive maintenance (PdM) is no longer a nice-to-have; it has become a necessity. Traditional PdM methods have several limitations. However advancements in wireless, cloud and AI technology are disrupting the way…
The emerging market for Predictive Maintenance (PdM) shows increasing growth as maintenance strategies move from what has been known as Condition-based Maintenance to Analytics-and IoT-enabled PdM, according to a report published this year by IoT Analytics,…
Predictive maintenance outperforms reactive and preventive strategies, with the U.S. Department of Energy reporting savings of 30-40% over reactive approaches and 8-12% over preventive ones. Machine learning and vibration analysis are reshaping how these programs scale,…
Today, companies in many heavy industries such as manufacturing, power generation, oil & gas, renewables, metals, chemicals, and mining are applying predictive maintenance (PdM) techniques to their multi-million dollar global operations to reduce the costs and…