FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311946130> ?p ?o ?g. }

• W4311946130 endingPage "26" @default.
• W4311946130 startingPage "13" @default.
• W4311946130 abstract "Nonlinear modeling of modern industrial processes with multi-unit, large-scale characteristics is very challenging. Centralized modeling involving all process variables at a time may neglect local behaviors. And most local–global modeling methods tend to ignore the correlation between units. To preserve the intra-unit information and inter-unit correlation, this paper proposes a local–global transformer (LGT) for distributed process monitoring. First, the local representation of each unit is extracted based on feedforward neural networks (FNN). Considering that the units have a fixed order in the process, the designed orthogonal positional encoding (OPE) is added to the local representation to obtain the token of each unit, which also enhances the local behaviors. Then the attention mechanism in the transformer can adaptively adjust the attention to different units and learn the inter-unit correlation from the tokens to extract global features. Finally, the distributed monitoring framework and the variable contribution rate are combined to achieve fault detection and location. The proposed LGT demonstrates the feasibility through a numerical simulation. Extensive experimental results on Tennessee Eastman (TE) process and three-phase flow (TPF) process show the superiority of LGT. The source code of LGT can be found in https://github.com/YiQian-137/Local--global-transformer." @default.
• W4311946130 created "2023-01-03" @default.
• W4311946130 creator A5013217684 @default.
• W4311946130 creator A5030699864 @default.
• W4311946130 creator A5044884823 @default.
• W4311946130 creator A5065019446 @default.
• W4311946130 date "2023-02-01" @default.
• W4311946130 modified "2023-10-18" @default.
• W4311946130 title "A local–global transformer for distributed monitoring of multi-unit nonlinear processes" @default.
• W4311946130 cites W1997208277 @default.
• W4311946130 cites W2004186751 @default.
• W4311946130 cites W2059119683 @default.
• W4311946130 cites W2514088303 @default.
• W4311946130 cites W2734575787 @default.
• W4311946130 cites W2753280129 @default.
• W4311946130 cites W2763583057 @default.
• W4311946130 cites W2765871399 @default.
• W4311946130 cites W2769355916 @default.
• W4311946130 cites W2886478610 @default.
• W4311946130 cites W2895407936 @default.
• W4311946130 cites W2910119232 @default.
• W4311946130 cites W2918004275 @default.
• W4311946130 cites W2945532623 @default.
• W4311946130 cites W2952598456 @default.
• W4311946130 cites W2954948446 @default.
• W4311946130 cites W2959724594 @default.
• W4311946130 cites W2962946162 @default.
• W4311946130 cites W2973424371 @default.
• W4311946130 cites W2977153090 @default.
• W4311946130 cites W2995524811 @default.
• W4311946130 cites W2997570517 @default.
• W4311946130 cites W3018109943 @default.
• W4311946130 cites W3110062446 @default.
• W4311946130 cites W3118903907 @default.
• W4311946130 cites W3129318029 @default.
• W4311946130 cites W3153949329 @default.
• W4311946130 cites W3164130917 @default.
• W4311946130 cites W3177524844 @default.
• W4311946130 cites W3203928207 @default.
• W4311946130 cites W3209105815 @default.
• W4311946130 cites W3209391481 @default.
• W4311946130 cites W4200056351 @default.
• W4311946130 cites W4283763005 @default.
• W4311946130 cites W567350711 @default.
• W4311946130 doi "https://doi.org/10.1016/j.jprocont.2022.12.007" @default.
• W4311946130 hasPublicationYear "2023" @default.
• W4311946130 type Work @default.
• W4311946130 citedByCount "1" @default.
• W4311946130 countsByYear W43119461302023 @default.
• W4311946130 crossrefType "journal-article" @default.
• W4311946130 hasAuthorship W4311946130A5013217684 @default.
• W4311946130 hasAuthorship W4311946130A5030699864 @default.
• W4311946130 hasAuthorship W4311946130A5044884823 @default.
• W4311946130 hasAuthorship W4311946130A5065019446 @default.
• W4311946130 hasConcept C111919701 @default.
• W4311946130 hasConcept C119599485 @default.
• W4311946130 hasConcept C121332964 @default.
• W4311946130 hasConcept C127413603 @default.
• W4311946130 hasConcept C133731056 @default.
• W4311946130 hasConcept C152745839 @default.
• W4311946130 hasConcept C154945302 @default.
• W4311946130 hasConcept C158622935 @default.
• W4311946130 hasConcept C165801399 @default.
• W4311946130 hasConcept C172707124 @default.
• W4311946130 hasConcept C2775924081 @default.
• W4311946130 hasConcept C38652104 @default.
• W4311946130 hasConcept C38858127 @default.
• W4311946130 hasConcept C41008148 @default.
• W4311946130 hasConcept C47446073 @default.
• W4311946130 hasConcept C48145219 @default.
• W4311946130 hasConcept C62520636 @default.
• W4311946130 hasConcept C66322947 @default.
• W4311946130 hasConcept C98045186 @default.
• W4311946130 hasConceptScore W4311946130C111919701 @default.
• W4311946130 hasConceptScore W4311946130C119599485 @default.
• W4311946130 hasConceptScore W4311946130C121332964 @default.
• W4311946130 hasConceptScore W4311946130C127413603 @default.
• W4311946130 hasConceptScore W4311946130C133731056 @default.
• W4311946130 hasConceptScore W4311946130C152745839 @default.
• W4311946130 hasConceptScore W4311946130C154945302 @default.
• W4311946130 hasConceptScore W4311946130C158622935 @default.
• W4311946130 hasConceptScore W4311946130C165801399 @default.
• W4311946130 hasConceptScore W4311946130C172707124 @default.
• W4311946130 hasConceptScore W4311946130C2775924081 @default.
• W4311946130 hasConceptScore W4311946130C38652104 @default.
• W4311946130 hasConceptScore W4311946130C38858127 @default.
• W4311946130 hasConceptScore W4311946130C41008148 @default.
• W4311946130 hasConceptScore W4311946130C47446073 @default.
• W4311946130 hasConceptScore W4311946130C48145219 @default.
• W4311946130 hasConceptScore W4311946130C62520636 @default.
• W4311946130 hasConceptScore W4311946130C66322947 @default.
• W4311946130 hasConceptScore W4311946130C98045186 @default.
• W4311946130 hasFunder F4320321001 @default.
• W4311946130 hasLocation W43119461301 @default.
• W4311946130 hasOpenAccess W4311946130 @default.
• W4311946130 hasPrimaryLocation W43119461301 @default.
• W4311946130 hasRelatedWork W1586803739 @default.
• W4311946130 hasRelatedWork W2028673160 @default.

• next