Machine learning powered anomaly detection for maintenance work orders

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11972398
SERIAL NO

17384181

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Abstract

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An industrial work order analysis system applies statistical and machine learning analytics to both open and closed work orders to identify problems and abnormalities that could impact manufacturing and maintenance operations. The analysis system applies algorithms to learn normal maintenance behaviors or characteristics for different types of maintenance tasks and to flag abnormal maintenance behaviors that deviate significantly from normal maintenance procedures. Based on this analysis, embodiments of the work order analysis system can identify unnecessarily costly maintenance procedures or practices, as well as predict asset failures and offer enterprise-specific recommendations intended to reduce machine downtime and optimize the maintenance process.

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Patent Owner(s)

  • FIIX INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Doulas, Peter Toronto, CA 3 5
Emery, Francis Toronto, CA 3 8
Esmalifalak, Mohammad Toronto, CA 2 0
Hogan, William Toronto, CA 16 174
Iyengar, Akshay Toronto, CA 2 0
Mathewson, Taylor Toronto, CA 3 0
Mirhoseininejad, Seyedmorteza Toronto, CA 2 0
Yu, Min Hua Toronto, CA 1 0

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