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AI/ML in Industry
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Machine Learning (ML) making Predictive Maintenance actually "predictive"
Unplanned down times and shut-downs, one of the major challenges industries face when disruptions happen due to an unanticipated ...
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Fault Detection & Classification using Machine Learning
In process & manufacturing applications identifying the onset of system abnormality / failure at the earliest is very crucial. Models...
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White-box/Grey-box/Black-box models for Digital Twins
Digital twins are models of real systems which can be used as virtual replica of physical systems. Generally digital twins are used to...
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AI/ML for Process Monitoring
Machine Learning can help in process monitoring in various ways. In a typical process plant there are many process variable are to be...
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What is an AI powered Soft-Sensor?
In process and manufacturing industries it is not always feasible to measure every variables of interest. In those scenarios soft...
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Supervised vs Unsupervised Learning
In AI/ML domain, model development approaches can be segregated as "supervised" or "unsupervised". In supervised learning approach the...
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