Rolling Stock Predictive Maintenance

Case Studies Rolling Stock Predictive Maintenance Technology Purpose Translate the railway big amount of data in useful information for predictive maintenance and decision making. Value A predictive maintenance tool based on DVS® technology exploits the big amount of data allowing anomaly detection and operations maintenance optimization to reduce the intervention times and costs. Sectors # […]

Data Analytics

Case Studies Data Analytics Technology AI Purpose On-line vehicles and fleet analysis for early issues identification and root cause analysis. Value AI Data Analytics allows the engineers to identify potentially dangerous variables and perform root cause analysis. Deep Learning Correlation Analysis & Unsupervised Data Mining show system correlations quickly. Sectors # Data Analytics # Deep […]

Machinery Temperature Estimation

Case Studies Machinery Temperature Estimation Technology Purpose Development of a virtual sensor (DVS®) in order to provide nonlinear temperature compensation for inline measuring system, applied on high-speed machining for ballscrew production. This kind of compensation is needed to estimate the pitch and P.C.D. ballscrew measurements at ambient temperature. The required real-time measurement are temperature of […]

High Power Laser

Case Studies High Power Laser Technology Purpose Development of a mathematical model for Laser systems with highly nonlinear behaviors. Using NOSEM® technology the model has been identified from I/O measurement on the real system overcoming the high nonlinear system behaviors difficult to model using a classical physical equation approach. Value Quite accurate model has been […]