Acerta Insights

Case Studies

Learn How We've Helped Our Customers
AI-Driven Assembly

AI-Driven Assembly

Objectives Locate source(s) of failure in axle assemblies Reduce failure and rework rates using automotive manufacturing data Challenge Assemblies require >200 measurements across 20 different

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Smart Line Analytics

Faulty Transmissions

Objectives Reduce warranty claims through enhanced End-of-Line Testing with machine learning Accelerate root cause analysis for faulty transmissions Challenge Training data was drawn from only

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Road Friction - Surface Grip

Road Friction Estimator

Objectives Estimate maximum available friction between tires and road surface (surface μ) using vehicle data in real time Develop miniaturized machine learning models for edge

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Engine Line

Engine Failure Modes

Objectives Improve vehicle diagnostics by predicting failures in five different engine platforms Identify the causes of engine failures using test signal data Challenge Client data

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