onr:"swepub:oai:DiVA.org:hh-2103"
Search: onr:"swepub:oai:DiVA.org:hh-2103" > Screening paper For...
- 1 of 1
- Previous record
- Next record
- To hitlist
Screening paper Formation variations on production line
-
- Ejnarsson, Marcus (author)
- Högskolan i Halmstad,Intelligenta system (IS-lab)
-
- Nilsson, Carl-Magnus (author)
- Högskolan i Halmstad,Intelligenta system (IS-lab)
-
- Verikas, Antanas (author)
- Högskolan i Halmstad,Intelligenta system (IS-lab)
- (creator_code:org_t)
- Berlin : Springer Berlin/Heidelberg, 2007
- 2007
- English.
- In: New Trends in Applied Artificial Intelligence, Proceedings. - Berlin : Springer Berlin/Heidelberg. - 9783540733225 ; , s. 511-520
- Conference paper (other academic/artistic)
Abstract
Subject headings
Close
- This paper is concerned with a multi–resolution tool for screening paper formation variations in various frequency regions on production line. A paper web is illuminated by two red diode lasers and the reflected light recorded as two time series of high resolution measurements constitute the input signal to the papermaking process monitoring system. The time series are divided into blocks and each block is analyzed separately. The task is treated as kernel based novelty detection applied to a multi–resolution time series representation obtained from the band-pass filtering of the Fourier power spectrum of the series. The frequency content of each frequency region is characterized by a feature vector, which is transformed using the canonical correlation analysis and then categorized into the inlier or outlier class by the novelty detector. The ratio of outlying data points, significantly exceeding the predetermined value, indicates abnormalities in the paper formation. The tools developed are used for online paper formation monitoring in a paper mill.
Subject headings
- NATURVETENSKAP -- Biologi (hsv//swe)
- NATURAL SCIENCES -- Biological Sciences (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine (hsv//eng)
Keyword
- Screening
- Paper
- TECHNOLOGY
- TEKNIKVETENSKAP
Publication and Content Type
- vet (subject category)
- kon (subject category)
Find in a library
- New Trends in Applied Artificial Intelligence, Proceedings (Search for host publication in LIBRIS)
To the university's database
- 1 of 1
- Previous record
- Next record
- To hitlist
Find more in SwePub
- By the author/editor
- Ejnarsson, Marcu ...
- Nilsson, Carl-Ma ...
- Verikas, Antanas
- About the subject
-
- NATURAL SCIENCES
- NATURAL SCIENCES
- and Biological Scien ...
-
- MEDICAL AND HEALTH SCIENCES
- MEDICAL AND HEAL ...
- and Clinical Medicin ...
- Articles in the publication
- New Trends in Ap ...
- By the university
- Halmstad University
Search outside SwePub
- Extend your search to:
- Google Book Search
- Google Scholar
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
- Copyright © LIBRIS - National Library Systems
- LIBRIS.kb.se
