Matches in SemOpenAlex for { <https://semopenalex.org/work/W137307641> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W137307641 endingPage "752" @default.
- W137307641 startingPage "743" @default.
- W137307641 abstract "The development of automatic and reliable monitoring systems is an open issue in continuous industrial chemical processes. The challenges lay on simultaneously managing multiple normal modes of operation as well as the transitions among them with reasonable false alarm rates, and in reaching early fault detection. This work explores and attests the capacity of the signal processing method called hidden Markov model (HMM) in contributing to overcome these issues. After presenting the motivation for its use in this engineering field, the methodology is introduced and an application is illustrated. Here, the HMM ability of directly learning from process historical data both desired features system dynamics and structure of correlations is shown. Aiming to reach practical insights a real case study based on operations of an industrial boiler is used. A comparison with Principal Components Analysis (PCA) and Self-Organizing Maps (SOM) shows the effectiveness of the proposed HMM-based fault detection system." @default.
- W137307641 created "2016-06-24" @default.
- W137307641 creator A5081057224 @default.
- W137307641 creator A5091795118 @default.
- W137307641 date "2012-01-01" @default.
- W137307641 modified "2023-09-27" @default.
- W137307641 title "Fault Detection in Continuous Industrial Chemical Processes: A New Approach Using the Hidden Markov Modeling. Case Study: A Boiler from a Brazilian Cellulose Pulp Mill" @default.
- W137307641 cites W1565986801 @default.
- W137307641 cites W1990283595 @default.
- W137307641 cites W1991133427 @default.
- W137307641 cites W2004846941 @default.
- W137307641 cites W2007409863 @default.
- W137307641 cites W2008616192 @default.
- W137307641 cites W2011918190 @default.
- W137307641 cites W2016798182 @default.
- W137307641 cites W2058594395 @default.
- W137307641 cites W2077791644 @default.
- W137307641 cites W2086699924 @default.
- W137307641 cites W2105594594 @default.
- W137307641 cites W2125838338 @default.
- W137307641 cites W2139145615 @default.
- W137307641 cites W2147129131 @default.
- W137307641 cites W4213332169 @default.
- W137307641 cites W4233693377 @default.
- W137307641 cites W4249625715 @default.
- W137307641 doi "https://doi.org/10.1007/978-3-642-32639-4_88" @default.
- W137307641 hasPublicationYear "2012" @default.
- W137307641 type Work @default.
- W137307641 sameAs 137307641 @default.
- W137307641 citedByCount "2" @default.
- W137307641 countsByYear W1373076412013 @default.
- W137307641 countsByYear W1373076412014 @default.
- W137307641 crossrefType "book-chapter" @default.
- W137307641 hasAuthorship W137307641A5081057224 @default.
- W137307641 hasAuthorship W137307641A5091795118 @default.
- W137307641 hasConcept C119857082 @default.
- W137307641 hasConcept C127413603 @default.
- W137307641 hasConcept C142724271 @default.
- W137307641 hasConcept C152745839 @default.
- W137307641 hasConcept C154945302 @default.
- W137307641 hasConcept C16057445 @default.
- W137307641 hasConcept C172707124 @default.
- W137307641 hasConcept C188442228 @default.
- W137307641 hasConcept C21880701 @default.
- W137307641 hasConcept C23224414 @default.
- W137307641 hasConcept C2779251873 @default.
- W137307641 hasConcept C2780013297 @default.
- W137307641 hasConcept C41008148 @default.
- W137307641 hasConcept C42360764 @default.
- W137307641 hasConcept C528095902 @default.
- W137307641 hasConcept C548081761 @default.
- W137307641 hasConcept C71924100 @default.
- W137307641 hasConcept C78519656 @default.
- W137307641 hasConcept C98763669 @default.
- W137307641 hasConceptScore W137307641C119857082 @default.
- W137307641 hasConceptScore W137307641C127413603 @default.
- W137307641 hasConceptScore W137307641C142724271 @default.
- W137307641 hasConceptScore W137307641C152745839 @default.
- W137307641 hasConceptScore W137307641C154945302 @default.
- W137307641 hasConceptScore W137307641C16057445 @default.
- W137307641 hasConceptScore W137307641C172707124 @default.
- W137307641 hasConceptScore W137307641C188442228 @default.
- W137307641 hasConceptScore W137307641C21880701 @default.
- W137307641 hasConceptScore W137307641C23224414 @default.
- W137307641 hasConceptScore W137307641C2779251873 @default.
- W137307641 hasConceptScore W137307641C2780013297 @default.
- W137307641 hasConceptScore W137307641C41008148 @default.
- W137307641 hasConceptScore W137307641C42360764 @default.
- W137307641 hasConceptScore W137307641C528095902 @default.
- W137307641 hasConceptScore W137307641C548081761 @default.
- W137307641 hasConceptScore W137307641C71924100 @default.
- W137307641 hasConceptScore W137307641C78519656 @default.
- W137307641 hasConceptScore W137307641C98763669 @default.
- W137307641 hasLocation W1373076411 @default.
- W137307641 hasOpenAccess W137307641 @default.
- W137307641 hasPrimaryLocation W1373076411 @default.
- W137307641 hasRelatedWork W1980455904 @default.
- W137307641 hasRelatedWork W2047584823 @default.
- W137307641 hasRelatedWork W2327237557 @default.
- W137307641 hasRelatedWork W2328941406 @default.
- W137307641 hasRelatedWork W2600774969 @default.
- W137307641 hasRelatedWork W2617887899 @default.
- W137307641 hasRelatedWork W2792849666 @default.
- W137307641 hasRelatedWork W2942310940 @default.
- W137307641 hasRelatedWork W3011228226 @default.
- W137307641 hasRelatedWork W2601818051 @default.
- W137307641 isParatext "false" @default.
- W137307641 isRetracted "false" @default.
- W137307641 magId "137307641" @default.
- W137307641 workType "book-chapter" @default.