A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems

A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems

A small deviation in manufacturing systems can cause huge economic losses, and all components and sensors in the system must be continuously monitored to provide an immediate response. The usual industrial practice is rather simplistic based on brute force checking of limited set of parameters often...

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Bibliographic Details
Main Authors: Tijana Markovic, Miguel Leon, Bjorn Leander, Sasikumar Punnekkat
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Anomaly classification
anomaly detection
artificial neural network
manufacturing dataset
machine learning
sensor data
Online Access:https://ieeexplore.ieee.org/document/10058956/

Internet

https://ieeexplore.ieee.org/document/10058956/

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