NDLI: Advanced Monitoring and Diagnosis of Industrial Processes

Content Provider	IEEE Xplore Digital Library
Author	Liukkonen, M. Hiltunen, Y. Laakso, I.
Copyright Year	2013
Description	Author affiliation: Dept. of Environ. Sci., Univ. of Eastern Finland, Kuopio, Finland (Liukkonen, M.; Hiltunen, Y.) \|\| Stora Enso Printing & Reading Paper Ltd., Oulu, Finland (Laakso, I.)
Abstract	Industrial processes are ever more challenging to monitor due to their complexity, nonlinear dynamics, and a large number of affecting factors involved. There are several methods able to deal with multidimensionality and which can be utilized in process monitoring systems, but it seems that the monitoring systems used presently by the industry are not completely able to meet the standards of modern production. It seems that a system capable of handling the overflowing amount of measurement data, extract the essential pieces of information, and present them in a visual and easily understandable way could be a definite advantage in the monitoring and diagnosis of industrial processes. In this paper, we demonstrate the use of self-organizing maps (SOM) and existing process data in a new kind of approach to monitor industrial processes, an approach in which the multivariate and dynamical characteristics of the data are taken into account. The system is demonstrated here using measurement data from an industrial wastewater treatment plant.
Starting Page	112
Ending Page	117
File Size	232875
Page Count	6
File Format	PDF
ISBN	9780769550732
DOI	10.1109/EUROSIM.2013.30
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-09-10
Publisher Place	UK
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Industry Activated sludge Self-organizing map Vectors Pollution measurement Trajectory Wastewater Sludge treatment Wastewater treatment Monitoring
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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