FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4317506330> ?p ?o ?g. }

• W4317506330 endingPage "318" @default.
• W4317506330 startingPage "318" @default.
• W4317506330 abstract "The process monitoring method for industrial production can technically achieve early warning of abnormal situations and help operators make timely and reliable response decisions. Because practical industrial processes have multimodal operating conditions, the data distributions of process variables are different. The different data distributions may cause the fault detection model to be invalid. In addition, the fault diagnosis model cannot find the correct root cause variable of system failure by only identifying abnormal variables. There are correlations between the trend states of the process variables. If we do not consider these correlations, this may result in an incorrect fault root cause. Therefore, multimodal industrial process monitoring is a tough issue. In this paper, we propose a three-step framework for multimodal industrial process monitoring. The framework aims for multimodal industrial processes to detect the faulty status timely and then find the correct root variable that causes the failure. We present deep local adaptive network (DLAN), two-stage qualitative trend analysis (TSQTA), and five-state Bayesian network (FSBN) to implement fault detection, identification, and diagnosis step by step. This framework can detect the system failure timely, identify abnormal variables, and find the root cause variable and the fault propagation path. The case studies on the Tennessee Eastman simulation and a practical chlorobenzene production process are provided to verify the effectiveness of the proposed framework in multimodal industrial process monitoring." @default.
• W4317506330 created "2023-01-20" @default.
• W4317506330 creator A5001396547 @default.
• W4317506330 creator A5028045660 @default.
• W4317506330 creator A5034232134 @default.
• W4317506330 creator A5053725057 @default.
• W4317506330 creator A5065207219 @default.
• W4317506330 date "2023-01-18" @default.
• W4317506330 modified "2023-10-17" @default.
• W4317506330 title "A Three-Step Framework for Multimodal Industrial Process Monitoring Based on DLAN, TSQTA, and FSBN" @default.
• W4317506330 cites W1966863755 @default.
• W4317506330 cites W1970537494 @default.
• W4317506330 cites W1978677160 @default.
• W4317506330 cites W2002268936 @default.
• W4317506330 cites W2004186751 @default.
• W4317506330 cites W2010001505 @default.
• W4317506330 cites W2021353881 @default.
• W4317506330 cites W2053295479 @default.
• W4317506330 cites W2057283314 @default.
• W4317506330 cites W2059406902 @default.
• W4317506330 cites W2070633239 @default.
• W4317506330 cites W2078508456 @default.
• W4317506330 cites W2103110513 @default.
• W4317506330 cites W2127979711 @default.
• W4317506330 cites W2132029223 @default.
• W4317506330 cites W2134400676 @default.
• W4317506330 cites W2135663228 @default.
• W4317506330 cites W2143288231 @default.
• W4317506330 cites W2147129131 @default.
• W4317506330 cites W2147703419 @default.
• W4317506330 cites W2147912439 @default.
• W4317506330 cites W2155116638 @default.
• W4317506330 cites W2159875200 @default.
• W4317506330 cites W2163698787 @default.
• W4317506330 cites W2296451705 @default.
• W4317506330 cites W2582860853 @default.
• W4317506330 cites W2589808763 @default.
• W4317506330 cites W2616321591 @default.
• W4317506330 cites W2726137661 @default.
• W4317506330 cites W2729884040 @default.
• W4317506330 cites W2796942168 @default.
• W4317506330 cites W2896266079 @default.
• W4317506330 cites W2953560522 @default.
• W4317506330 cites W2954948446 @default.
• W4317506330 cites W3000569854 @default.
• W4317506330 cites W3043764823 @default.
• W4317506330 cites W3081900151 @default.
• W4317506330 cites W3098418201 @default.
• W4317506330 cites W3112101976 @default.
• W4317506330 cites W3186643220 @default.
• W4317506330 cites W3194082899 @default.
• W4317506330 cites W3200172994 @default.
• W4317506330 cites W4220892636 @default.
• W4317506330 cites W4225983788 @default.
• W4317506330 cites W4229377114 @default.
• W4317506330 cites W4245632018 @default.
• W4317506330 cites W4281750808 @default.
• W4317506330 doi "https://doi.org/10.3390/pr11020318" @default.
• W4317506330 hasPublicationYear "2023" @default.
• W4317506330 type Work @default.
• W4317506330 citedByCount "2" @default.
• W4317506330 countsByYear W43175063302023 @default.
• W4317506330 crossrefType "journal-article" @default.
• W4317506330 hasAuthorship W4317506330A5001396547 @default.
• W4317506330 hasAuthorship W4317506330A5028045660 @default.
• W4317506330 hasAuthorship W4317506330A5034232134 @default.
• W4317506330 hasAuthorship W4317506330A5053725057 @default.
• W4317506330 hasAuthorship W4317506330A5065207219 @default.
• W4317506330 hasBestOaLocation W43175063301 @default.
• W4317506330 hasConcept C111919701 @default.
• W4317506330 hasConcept C116834253 @default.
• W4317506330 hasConcept C119857082 @default.
• W4317506330 hasConcept C124101348 @default.
• W4317506330 hasConcept C127313418 @default.
• W4317506330 hasConcept C127413603 @default.
• W4317506330 hasConcept C130963320 @default.
• W4317506330 hasConcept C134306372 @default.
• W4317506330 hasConcept C152745839 @default.
• W4317506330 hasConcept C154945302 @default.
• W4317506330 hasConcept C165205528 @default.
• W4317506330 hasConcept C172707124 @default.
• W4317506330 hasConcept C175551986 @default.
• W4317506330 hasConcept C182365436 @default.
• W4317506330 hasConcept C200601418 @default.
• W4317506330 hasConcept C33724603 @default.
• W4317506330 hasConcept C33923547 @default.
• W4317506330 hasConcept C41008148 @default.
• W4317506330 hasConcept C59822182 @default.
• W4317506330 hasConcept C84945661 @default.
• W4317506330 hasConcept C86803240 @default.
• W4317506330 hasConcept C98045186 @default.
• W4317506330 hasConceptScore W4317506330C111919701 @default.
• W4317506330 hasConceptScore W4317506330C116834253 @default.
• W4317506330 hasConceptScore W4317506330C119857082 @default.
• W4317506330 hasConceptScore W4317506330C124101348 @default.
• W4317506330 hasConceptScore W4317506330C127313418 @default.
• W4317506330 hasConceptScore W4317506330C127413603 @default.
• W4317506330 hasConceptScore W4317506330C130963320 @default.

• next