Koch Industries (Koch)

OEM : Chemical

Website | Video

Wichita, Kansas, United States


What began as a small engineering firm in America’s heartland has grown and flourished into one of the world’s largest private companies. From life’s basics to tomorrow’s technological breakthroughs, it’s our job to create and innovate a wide spectrum of products and services that make life better – and to do so responsibly while consuming fewer resources.

Assembly Line

Koch Ag & Energy High Value Digitalization Deployments Leverages AWS


Author: Bill Lydon

Topics: IIoT, predictive maintenance, vibration analysis

Organizations: Koch Industries, AWS, Seeq

This application uses existing plant sensors, Monitron sensors, Amazon Lookout and SeeQ software to implement predictive maintenance on more complex equipment. The goal accomplished was successfully implementing predictive maintenance requires data from thousands of sensors to gain a clear understanding of unique operating conditions and applying machine learning models to achieve highly accurate predictions. In the past modeling equipment behavior and diagnosis issues requiring significant investment in time money inhabiting scaling this capability across all assets.

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