Case Study

Komatsu Industries optimizes machinery up-time and predicts remaining useful life of components using Azure Machine Learning

Komatsu Industries optimizes machinery up-time and predicts remaining useful life of components using Azure Machine Learning

Pages 4 Pages

Komatsu Industries Corp. Komatsu Industries is a wholly owned subsidiary of construction machinery manufacturer Komatsu, designing and selling stamping presses, sheet metal machines, laser processing machinery and other industrial equipment. In 2009, the company began applying its Komtrax service (remote tracking system) found on all Komatsu construction machinery, to factory equipment. In October 2020, the service evolved into a predictive maintenance system that optimizes maintenance and part replacement work by using Azure AI. The system collects and processes data from industrial control computers, identifies worn parts with Azure Machine Learning, calculates residual life with Azure-based applications and visualizes information with Microsoft Power BI. Toyota is already promo

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