FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2104580367> ?p ?o ?g. }

• W2104580367 endingPage "1162" @default.
• W2104580367 startingPage "1149" @default.
• W2104580367 abstract "Safe operation, environmental issues, as well as economic considerations all form part of the wide range of driving forces for the development of better fault diagnostic systems on process plants. The continuous search for novel methods for fault detection and identification resulting from these incentives has recently drawn attention to support vector machines as a means towards improved fault diagnosis. These kernel-based methods are in theory capable of better generalization, particularly as far as large systems are concerned, since their performance is not dependent on the number of variables under consideration and recent studies underlined their promising role in diagnostic systems. However, integration of these methods into the classical multivariate statistical process control framework is complicated by difficulties in the identification of the original variables associated with detected faults. In this paper, a general strategy for process fault diagnosis is proposed. First, kernel methods are used to remove nonlinear structure from the data, if present, after which the residuals from the data are used to monitor the process. A novel element of the strategy is the use of one-class support vector machines to estimate nonparametric confidence limits for these residuals. Using these limits in conjunction with Gower and Hand biplots and standard statistics collectively constitute a powerful approach to monitoring process systems, as demonstrated by several case studies on mineral processing systems." @default.
• W2104580367 created "2016-06-24" @default.
• W2104580367 creator A5008387847 @default.
• W2104580367 creator A5024912807 @default.
• W2104580367 date "2006-08-01" @default.
• W2104580367 modified "2023-10-17" @default.
• W2104580367 title "Kernel-based fault diagnosis on mineral processing plants" @default.
• W2104580367 cites W1969158915 @default.
• W2104580367 cites W1990283595 @default.
• W2104580367 cites W1993324272 @default.
• W2104580367 cites W1994505190 @default.
• W2104580367 cites W2001619934 @default.
• W2104580367 cites W2012914747 @default.
• W2104580367 cites W2034417233 @default.
• W2104580367 cites W2041657594 @default.
• W2104580367 cites W2043872985 @default.
• W2104580367 cites W2062348962 @default.
• W2104580367 cites W2068193536 @default.
• W2104580367 cites W2075808452 @default.
• W2104580367 cites W2088032561 @default.
• W2104580367 cites W2104146802 @default.
• W2104580367 cites W2121921208 @default.
• W2104580367 cites W2122126095 @default.
• W2104580367 cites W2130266678 @default.
• W2104580367 cites W2132870739 @default.
• W2104580367 cites W2133396101 @default.
• W2104580367 cites W2140095548 @default.
• W2104580367 cites W2143386126 @default.
• W2104580367 cites W2153775663 @default.
• W2104580367 cites W2161920802 @default.
• W2104580367 cites W4234610333 @default.
• W2104580367 cites W4251409835 @default.
• W2104580367 doi "https://doi.org/10.1016/j.mineng.2006.05.006" @default.
• W2104580367 hasPublicationYear "2006" @default.
• W2104580367 type Work @default.
• W2104580367 sameAs 2104580367 @default.
• W2104580367 citedByCount "30" @default.
• W2104580367 countsByYear W21045803672012 @default.
• W2104580367 countsByYear W21045803672013 @default.
• W2104580367 countsByYear W21045803672014 @default.
• W2104580367 countsByYear W21045803672015 @default.
• W2104580367 countsByYear W21045803672016 @default.
• W2104580367 countsByYear W21045803672019 @default.
• W2104580367 countsByYear W21045803672021 @default.
• W2104580367 countsByYear W21045803672022 @default.
• W2104580367 countsByYear W21045803672023 @default.
• W2104580367 crossrefType "journal-article" @default.
• W2104580367 hasAuthorship W2104580367A5008387847 @default.
• W2104580367 hasAuthorship W2104580367A5024912807 @default.
• W2104580367 hasConcept C102366305 @default.
• W2104580367 hasConcept C111919701 @default.
• W2104580367 hasConcept C114614502 @default.
• W2104580367 hasConcept C116834253 @default.
• W2104580367 hasConcept C119857082 @default.
• W2104580367 hasConcept C12267149 @default.
• W2104580367 hasConcept C124101348 @default.
• W2104580367 hasConcept C127313418 @default.
• W2104580367 hasConcept C127413603 @default.
• W2104580367 hasConcept C134306372 @default.
• W2104580367 hasConcept C146978453 @default.
• W2104580367 hasConcept C149782125 @default.
• W2104580367 hasConcept C152745839 @default.
• W2104580367 hasConcept C154945302 @default.
• W2104580367 hasConcept C165205528 @default.
• W2104580367 hasConcept C166623804 @default.
• W2104580367 hasConcept C172707124 @default.
• W2104580367 hasConcept C175551986 @default.
• W2104580367 hasConcept C177148314 @default.
• W2104580367 hasConcept C196985124 @default.
• W2104580367 hasConcept C204323151 @default.
• W2104580367 hasConcept C33923547 @default.
• W2104580367 hasConcept C41008148 @default.
• W2104580367 hasConcept C59822182 @default.
• W2104580367 hasConcept C74193536 @default.
• W2104580367 hasConcept C86803240 @default.
• W2104580367 hasConcept C98045186 @default.
• W2104580367 hasConceptScore W2104580367C102366305 @default.
• W2104580367 hasConceptScore W2104580367C111919701 @default.
• W2104580367 hasConceptScore W2104580367C114614502 @default.
• W2104580367 hasConceptScore W2104580367C116834253 @default.
• W2104580367 hasConceptScore W2104580367C119857082 @default.
• W2104580367 hasConceptScore W2104580367C12267149 @default.
• W2104580367 hasConceptScore W2104580367C124101348 @default.
• W2104580367 hasConceptScore W2104580367C127313418 @default.
• W2104580367 hasConceptScore W2104580367C127413603 @default.
• W2104580367 hasConceptScore W2104580367C134306372 @default.
• W2104580367 hasConceptScore W2104580367C146978453 @default.
• W2104580367 hasConceptScore W2104580367C149782125 @default.
• W2104580367 hasConceptScore W2104580367C152745839 @default.
• W2104580367 hasConceptScore W2104580367C154945302 @default.
• W2104580367 hasConceptScore W2104580367C165205528 @default.
• W2104580367 hasConceptScore W2104580367C166623804 @default.
• W2104580367 hasConceptScore W2104580367C172707124 @default.
• W2104580367 hasConceptScore W2104580367C175551986 @default.
• W2104580367 hasConceptScore W2104580367C177148314 @default.
• W2104580367 hasConceptScore W2104580367C196985124 @default.
• W2104580367 hasConceptScore W2104580367C204323151 @default.
• W2104580367 hasConceptScore W2104580367C33923547 @default.

• next