O'Reilly logo

Industrial Agents by Paulo Leitão, Stamatis Karnouskos

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Chapter 19

Intelligent Factory Agents with Predictive Analytics for Asset Management

Jay Lee; Hung-An Kao; Hossein Davari Ardakani; David Siegel    NSF I/UCRC Center for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, USA

Abstract

The conceptual framework of predictive manufacturing systems starts with data acquisition of the monitored assets. Using appropriate sensor installations, various signals such as vibration, pressure, etc., can be extracted. In addition, historical data can be harvested for further data mining. Communication protocols, such as MTConnect and OPC, can help users record controller signals. When all the data are aggregated, this amalgamation is called “Big Data.” The transforming agent ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required