Automotive manufacturing case studies

Performing leak testing can be a time-consuming and delicate process but it’s critical that precision manufacturers get it right. EV battery manufacturers need to ensure quality in order to protect their reputations and stay competitive.

Injection molding requires a high degree of technical expertise to execute successfully. LinePulse provides advanced warning of potential process issues, so operators and engineers can intervene proactively and prevent scrap.

Acerta helped a Tier-1 supplier to narrow down the cause of failures for axle assemblies and reduced failure and rework rates by 65%.

LinePulse helped a Tier-1 transmission supplier reduce warranty claims by performing advanced analysis on complex EOL test data.

Acerta developed a machine learning model for a North American OEM to more accurately estimate friction between tires and the road surface with low excitation data.

A major European OEM enlisted Acerta to develop a machine learning model that would identify a failure in components of vehicle suspension sub-assemblies.