FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386761760> ?p ?o ?g. }

• W4386761760 endingPage "125052" @default.
• W4386761760 startingPage "125052" @default.
• W4386761760 abstract "Abstract As the significant ancillary equipment of coal-fired power plants, coal mills are the key to ensuring the steady operation of boilers. In this study, a fault diagnosis model was proposed on the basis of a dynamic model of a coal mill and deep belief network (DBN). First, a dynamic coal mill model that considered the joint influence of drying, ventilation and grinding forces was established. Parameters in the model were identified by designing a two-phase optimization method based on the genetic algorithm. Then, this model was used for simulating the common faults of coal mills under a variety of operating conditions and obtaining extensive data. On this basis, the DBN fault diagnosis model was established and the combination of parameters was optimized by use of an orthogonal experiment. Finally, the validity of the model was verified by using the actual operation data of the coal mill. Compared with the dynamic models built in previous studies, that constructed in this paper can significantly improve the capability to simulate and analyze the coal mill. The convergence rate of the designed two-phase optimization method was improved. The experimental results show that the proposed method of coal mill fault diagnosis based on the dynamic model and DBN has an accuracy of 95%, which proves that this method has excellent application potential." @default.
• W4386761760 created "2023-09-16" @default.
• W4386761760 creator A5022767802 @default.
• W4386761760 creator A5030522476 @default.
• W4386761760 creator A5036132505 @default.
• W4386761760 creator A5054482979 @default.
• W4386761760 creator A5064619972 @default.
• W4386761760 creator A5092876174 @default.
• W4386761760 date "2023-09-25" @default.
• W4386761760 modified "2023-09-27" @default.
• W4386761760 title "Fault Diagnosis of Coal Mills Based on a Dynamic Model and Deep Belief Network" @default.
• W4386761760 cites W1715581880 @default.
• W4386761760 cites W1958241696 @default.
• W4386761760 cites W1985799396 @default.
• W4386761760 cites W1997918730 @default.
• W4386761760 cites W2071841744 @default.
• W4386761760 cites W2520183876 @default.
• W4386761760 cites W2612965946 @default.
• W4386761760 cites W2943155752 @default.
• W4386761760 cites W2951453118 @default.
• W4386761760 cites W2958195470 @default.
• W4386761760 cites W2972610999 @default.
• W4386761760 cites W2982845095 @default.
• W4386761760 cites W2997353220 @default.
• W4386761760 cites W3005054504 @default.
• W4386761760 cites W3019385468 @default.
• W4386761760 cites W3048555805 @default.
• W4386761760 cites W3049273567 @default.
• W4386761760 cites W3089065207 @default.
• W4386761760 cites W3096526468 @default.
• W4386761760 cites W3127688238 @default.
• W4386761760 cites W3135822842 @default.
• W4386761760 cites W3170595525 @default.
• W4386761760 cites W3196183652 @default.
• W4386761760 cites W4205766212 @default.
• W4386761760 cites W4207029408 @default.
• W4386761760 cites W817944874 @default.
• W4386761760 doi "https://doi.org/10.1088/1361-6501/acfa16" @default.
• W4386761760 hasPublicationYear "2023" @default.
• W4386761760 type Work @default.
• W4386761760 citedByCount "0" @default.
• W4386761760 crossrefType "journal-article" @default.
• W4386761760 hasAuthorship W4386761760A5022767802 @default.
• W4386761760 hasAuthorship W4386761760A5030522476 @default.
• W4386761760 hasAuthorship W4386761760A5036132505 @default.
• W4386761760 hasAuthorship W4386761760A5054482979 @default.
• W4386761760 hasAuthorship W4386761760A5064619972 @default.
• W4386761760 hasAuthorship W4386761760A5092876174 @default.
• W4386761760 hasConcept C119857082 @default.
• W4386761760 hasConcept C127313418 @default.
• W4386761760 hasConcept C127413603 @default.
• W4386761760 hasConcept C154945302 @default.
• W4386761760 hasConcept C16057445 @default.
• W4386761760 hasConcept C165205528 @default.
• W4386761760 hasConcept C175551986 @default.
• W4386761760 hasConcept C21880701 @default.
• W4386761760 hasConcept C2775924081 @default.
• W4386761760 hasConcept C2777571299 @default.
• W4386761760 hasConcept C41008148 @default.
• W4386761760 hasConcept C47446073 @default.
• W4386761760 hasConcept C50644808 @default.
• W4386761760 hasConcept C518851703 @default.
• W4386761760 hasConcept C548081761 @default.
• W4386761760 hasConcept C78519656 @default.
• W4386761760 hasConcept C8880873 @default.
• W4386761760 hasConcept C97385483 @default.
• W4386761760 hasConceptScore W4386761760C119857082 @default.
• W4386761760 hasConceptScore W4386761760C127313418 @default.
• W4386761760 hasConceptScore W4386761760C127413603 @default.
• W4386761760 hasConceptScore W4386761760C154945302 @default.
• W4386761760 hasConceptScore W4386761760C16057445 @default.
• W4386761760 hasConceptScore W4386761760C165205528 @default.
• W4386761760 hasConceptScore W4386761760C175551986 @default.
• W4386761760 hasConceptScore W4386761760C21880701 @default.
• W4386761760 hasConceptScore W4386761760C2775924081 @default.
• W4386761760 hasConceptScore W4386761760C2777571299 @default.
• W4386761760 hasConceptScore W4386761760C41008148 @default.
• W4386761760 hasConceptScore W4386761760C47446073 @default.
• W4386761760 hasConceptScore W4386761760C50644808 @default.
• W4386761760 hasConceptScore W4386761760C518851703 @default.
• W4386761760 hasConceptScore W4386761760C548081761 @default.
• W4386761760 hasConceptScore W4386761760C78519656 @default.
• W4386761760 hasConceptScore W4386761760C8880873 @default.
• W4386761760 hasConceptScore W4386761760C97385483 @default.
• W4386761760 hasIssue "12" @default.
• W4386761760 hasLocation W43867617601 @default.
• W4386761760 hasOpenAccess W4386761760 @default.
• W4386761760 hasPrimaryLocation W43867617601 @default.
• W4386761760 hasRelatedWork W1987652127 @default.
• W4386761760 hasRelatedWork W1996428667 @default.
• W4386761760 hasRelatedWork W2094921860 @default.
• W4386761760 hasRelatedWork W2329634294 @default.
• W4386761760 hasRelatedWork W2384825748 @default.
• W4386761760 hasRelatedWork W2563591205 @default.
• W4386761760 hasRelatedWork W3002279094 @default.
• W4386761760 hasRelatedWork W3030138146 @default.
• W4386761760 hasRelatedWork W2186355622 @default.
• W4386761760 hasRelatedWork W2503194146 @default.

• next