Signing off on a purchase worth thousands of dollars is never easy, especially when buying equipment that ultimately determines whether a company makes it or breaks it in its industry. Successful ...

University of Sheffield researchers developed a machine learning framework to improve coating properties in a roll-to-roll slot die coating process. The work is seen as an initial step toward broader ...

A recent study published in npj Materials Degradation introduces a two-stage machine learning (ML) framework that predicts the degradation of protective coatings under various environmental conditions ...

Corrosion in flue gas equipment is a serious issue facing many biomass plants across the power industry. Flue gas corrosion has a tremendous impact on equipment life, leads to unexpected shutdowns, ...

The purpose of equipment maintenance in manufacturing is simple: to minimize costly breakdowns, and ensure that machinery operates at its top functionality. Yet there’s still a faction of the ...