FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3172474704> ?p ?o ?g. }

• W3172474704 abstract "The system condition of valuable assets such as power plants is often monitored with thousands of sensors. A full evaluation of all sensors is normally not done. Most of the important failures are captured by established algorithms that use a selection of parameters and compare this to defined limits or references.Due to the availability of massive amounts of data and many different feature extraction techniques, the application of feature learning within fault detection and subsequent prognostics have been increasing. They provide powerful results. However, in many cases, they are not able to isolate the signal or set of signals that caused a change in the system condition.Therefore, approaches are required to isolate the signals with a change in their behavior after a fault is detected and to provide this information to diagnostics and maintenance engineers to further evaluate the system state.In this paper, we propose the application of Maximal Information-based Nonparametric Exploration (MINE) statistics for fault isolation and detection in condition monitoring data.The MINE statistics provide normalized scores for the strength of the relationship, the departure from monotonicity, the closeness to being a function and the complexity. These characteristics make the MINE statistics a good tool for monitoring the pair-wise relationships in the condition monitoring signals and detect changes in the relationship over time.The application of MINE statistics in the context of condition monitoring is demonstrated on an artificial case study. The focus of the case study is particularly on two of the MINE indicators: the Maximal information coefficient (MIC) and the Maximum Asymmetry Score (MAS).MINE statistics prove to be particularly useful when the change of system condition is reflected in the relationship between two signals, which is usually difficult to be captured by other metrics." @default.
• W3172474704 created "2021-06-22" @default.
• W3172474704 creator A5025084930 @default.
• W3172474704 creator A5057032969 @default.
• W3172474704 creator A5079637160 @default.
• W3172474704 date "2016-01-01" @default.
• W3172474704 modified "2023-10-07" @default.
• W3172474704 title "Maximal information-based nonparametric exploration of condition monitoring data" @default.
• W3172474704 cites W2040704490 @default.
• W3172474704 cites W2044916973 @default.
• W3172474704 cites W2066102264 @default.
• W3172474704 cites W2072857564 @default.
• W3172474704 cites W2080722576 @default.
• W3172474704 cites W2107418091 @default.
• W3172474704 cites W2165700458 @default.
• W3172474704 doi "https://doi.org/10.36001/phme.2016.v3i1.1625" @default.
• W3172474704 hasPublicationYear "2016" @default.
• W3172474704 type Work @default.
• W3172474704 sameAs 3172474704 @default.
• W3172474704 citedByCount "0" @default.
• W3172474704 crossrefType "journal-article" @default.
• W3172474704 hasAuthorship W3172474704A5025084930 @default.
• W3172474704 hasAuthorship W3172474704A5057032969 @default.
• W3172474704 hasAuthorship W3172474704A5079637160 @default.
• W3172474704 hasConcept C102366305 @default.
• W3172474704 hasConcept C105795698 @default.
• W3172474704 hasConcept C119599485 @default.
• W3172474704 hasConcept C119857082 @default.
• W3172474704 hasConcept C124101348 @default.
• W3172474704 hasConcept C127313418 @default.
• W3172474704 hasConcept C127413603 @default.
• W3172474704 hasConcept C129364497 @default.
• W3172474704 hasConcept C134306372 @default.
• W3172474704 hasConcept C138885662 @default.
• W3172474704 hasConcept C148483581 @default.
• W3172474704 hasConcept C151730666 @default.
• W3172474704 hasConcept C152745839 @default.
• W3172474704 hasConcept C154945302 @default.
• W3172474704 hasConcept C165205528 @default.
• W3172474704 hasConcept C172707124 @default.
• W3172474704 hasConcept C175551986 @default.
• W3172474704 hasConcept C200601418 @default.
• W3172474704 hasConcept C2775846686 @default.
• W3172474704 hasConcept C2776401178 @default.
• W3172474704 hasConcept C2779343474 @default.
• W3172474704 hasConcept C2779545769 @default.
• W3172474704 hasConcept C33923547 @default.
• W3172474704 hasConcept C41008148 @default.
• W3172474704 hasConcept C41895202 @default.
• W3172474704 hasConcept C52622490 @default.
• W3172474704 hasConcept C86803240 @default.
• W3172474704 hasConceptScore W3172474704C102366305 @default.
• W3172474704 hasConceptScore W3172474704C105795698 @default.
• W3172474704 hasConceptScore W3172474704C119599485 @default.
• W3172474704 hasConceptScore W3172474704C119857082 @default.
• W3172474704 hasConceptScore W3172474704C124101348 @default.
• W3172474704 hasConceptScore W3172474704C127313418 @default.
• W3172474704 hasConceptScore W3172474704C127413603 @default.
• W3172474704 hasConceptScore W3172474704C129364497 @default.
• W3172474704 hasConceptScore W3172474704C134306372 @default.
• W3172474704 hasConceptScore W3172474704C138885662 @default.
• W3172474704 hasConceptScore W3172474704C148483581 @default.
• W3172474704 hasConceptScore W3172474704C151730666 @default.
• W3172474704 hasConceptScore W3172474704C152745839 @default.
• W3172474704 hasConceptScore W3172474704C154945302 @default.
• W3172474704 hasConceptScore W3172474704C165205528 @default.
• W3172474704 hasConceptScore W3172474704C172707124 @default.
• W3172474704 hasConceptScore W3172474704C175551986 @default.
• W3172474704 hasConceptScore W3172474704C200601418 @default.
• W3172474704 hasConceptScore W3172474704C2775846686 @default.
• W3172474704 hasConceptScore W3172474704C2776401178 @default.
• W3172474704 hasConceptScore W3172474704C2779343474 @default.
• W3172474704 hasConceptScore W3172474704C2779545769 @default.
• W3172474704 hasConceptScore W3172474704C33923547 @default.
• W3172474704 hasConceptScore W3172474704C41008148 @default.
• W3172474704 hasConceptScore W3172474704C41895202 @default.
• W3172474704 hasConceptScore W3172474704C52622490 @default.
• W3172474704 hasConceptScore W3172474704C86803240 @default.
• W3172474704 hasIssue "1" @default.
• W3172474704 hasLocation W31724747041 @default.
• W3172474704 hasOpenAccess W3172474704 @default.
• W3172474704 hasPrimaryLocation W31724747041 @default.
• W3172474704 hasRelatedWork W1570051176 @default.
• W3172474704 hasRelatedWork W168293811 @default.
• W3172474704 hasRelatedWork W1804330806 @default.
• W3172474704 hasRelatedWork W1989837488 @default.
• W3172474704 hasRelatedWork W2002701393 @default.
• W3172474704 hasRelatedWork W2069448573 @default.
• W3172474704 hasRelatedWork W2129451159 @default.
• W3172474704 hasRelatedWork W22581246 @default.
• W3172474704 hasRelatedWork W2767336410 @default.
• W3172474704 hasRelatedWork W2807965293 @default.
• W3172474704 hasRelatedWork W2896871159 @default.
• W3172474704 hasRelatedWork W2922403991 @default.
• W3172474704 hasRelatedWork W293252075 @default.
• W3172474704 hasRelatedWork W2987198020 @default.
• W3172474704 hasRelatedWork W3161715176 @default.
• W3172474704 hasRelatedWork W3172190741 @default.
• W3172474704 hasRelatedWork W3185922014 @default.
• W3172474704 hasRelatedWork W3200502543 @default.

• next