Advanced Data Analytics for Predictive Maintenance of Carbon Black Manufacturing Plant
Invasystems’ customer from the chemical manufacturing industry accelerated its digital transformation journey using the PI SystemTM and our ProcDNA applications. The carbon black producer increased its production line availability thru:
Improved equipment reliability
Enhanced planning ability by predicting potential equipment damages in advance
Early-warning system for equipment failures
Their global teams adopted ProcDNA, successfully coupled advanced data analytics and physics-based approach to predict the performances of heat exchangers and dryers. PI AF and PI Vision are leveraged to integrate process parameters and prediction results.