Matches in SemOpenAlex for { <https://semopenalex.org/work/W2280171657> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2280171657 abstract "In many SHM applications, a statistical framework for the distinction between damaged and normal states is often desirable. Usually, conventional methods which employ such statistical tests aim at the identification of abnormal, or extreme, data points when compared to a model of normality. This comparison is mainly done piecewise on individual points in a univariate case, or on datasets, if multivariate features are available. The latter case commonly involves the fusion of the multivariate feature into a scalar variable which is then individually assessed, again in a statistical framework. Depending on the actual application, this approach may be limited, or prone to false identifications. A new theory, previously proposed by researchers at Oxford University and applied for novelty detection, attempts to identify functions instead of just datasets, which are then assessed in terms of their novelty. The extreme function theory develops a normal model of the structure based on functions which can be acquired from different sources of data, and thus account for a more robust damage detection. This paper presents the extreme function theory as an approach to SHM. A case study of monitoring wind turbines with the help of power curves i.e. models which relate the wind speed to the power produced, is presented. The data used in the study originate from a real wind farm. doi: 10.12783/SHM2015/342" @default.
- W2280171657 created "2016-06-24" @default.
- W2280171657 creator A5013990293 @default.
- W2280171657 creator A5017996489 @default.
- W2280171657 creator A5022237816 @default.
- W2280171657 creator A5025182747 @default.
- W2280171657 creator A5078366434 @default.
- W2280171657 creator A5081837844 @default.
- W2280171657 date "2015-01-01" @default.
- W2280171657 modified "2023-09-27" @default.
- W2280171657 title "Extreme Function Theory for SHM: A Case Study for Wind Turbines" @default.
- W2280171657 doi "https://doi.org/10.12783/shm2015/342" @default.
- W2280171657 hasPublicationYear "2015" @default.
- W2280171657 type Work @default.
- W2280171657 sameAs 2280171657 @default.
- W2280171657 citedByCount "0" @default.
- W2280171657 crossrefType "proceedings-article" @default.
- W2280171657 hasAuthorship W2280171657A5013990293 @default.
- W2280171657 hasAuthorship W2280171657A5017996489 @default.
- W2280171657 hasAuthorship W2280171657A5022237816 @default.
- W2280171657 hasAuthorship W2280171657A5025182747 @default.
- W2280171657 hasAuthorship W2280171657A5078366434 @default.
- W2280171657 hasAuthorship W2280171657A5081837844 @default.
- W2280171657 hasConcept C105795698 @default.
- W2280171657 hasConcept C116834253 @default.
- W2280171657 hasConcept C119599485 @default.
- W2280171657 hasConcept C119857082 @default.
- W2280171657 hasConcept C124101348 @default.
- W2280171657 hasConcept C127413603 @default.
- W2280171657 hasConcept C134306372 @default.
- W2280171657 hasConcept C138885662 @default.
- W2280171657 hasConcept C14036430 @default.
- W2280171657 hasConcept C147581598 @default.
- W2280171657 hasConcept C161584116 @default.
- W2280171657 hasConcept C164660894 @default.
- W2280171657 hasConcept C199163554 @default.
- W2280171657 hasConcept C27206212 @default.
- W2280171657 hasConcept C2776157432 @default.
- W2280171657 hasConcept C2776247918 @default.
- W2280171657 hasConcept C2778738651 @default.
- W2280171657 hasConcept C2778924833 @default.
- W2280171657 hasConcept C33923547 @default.
- W2280171657 hasConcept C41008148 @default.
- W2280171657 hasConcept C59822182 @default.
- W2280171657 hasConcept C66938386 @default.
- W2280171657 hasConcept C78458016 @default.
- W2280171657 hasConcept C78600449 @default.
- W2280171657 hasConcept C86803240 @default.
- W2280171657 hasConceptScore W2280171657C105795698 @default.
- W2280171657 hasConceptScore W2280171657C116834253 @default.
- W2280171657 hasConceptScore W2280171657C119599485 @default.
- W2280171657 hasConceptScore W2280171657C119857082 @default.
- W2280171657 hasConceptScore W2280171657C124101348 @default.
- W2280171657 hasConceptScore W2280171657C127413603 @default.
- W2280171657 hasConceptScore W2280171657C134306372 @default.
- W2280171657 hasConceptScore W2280171657C138885662 @default.
- W2280171657 hasConceptScore W2280171657C14036430 @default.
- W2280171657 hasConceptScore W2280171657C147581598 @default.
- W2280171657 hasConceptScore W2280171657C161584116 @default.
- W2280171657 hasConceptScore W2280171657C164660894 @default.
- W2280171657 hasConceptScore W2280171657C199163554 @default.
- W2280171657 hasConceptScore W2280171657C27206212 @default.
- W2280171657 hasConceptScore W2280171657C2776157432 @default.
- W2280171657 hasConceptScore W2280171657C2776247918 @default.
- W2280171657 hasConceptScore W2280171657C2778738651 @default.
- W2280171657 hasConceptScore W2280171657C2778924833 @default.
- W2280171657 hasConceptScore W2280171657C33923547 @default.
- W2280171657 hasConceptScore W2280171657C41008148 @default.
- W2280171657 hasConceptScore W2280171657C59822182 @default.
- W2280171657 hasConceptScore W2280171657C66938386 @default.
- W2280171657 hasConceptScore W2280171657C78458016 @default.
- W2280171657 hasConceptScore W2280171657C78600449 @default.
- W2280171657 hasConceptScore W2280171657C86803240 @default.
- W2280171657 hasLocation W22801716571 @default.
- W2280171657 hasOpenAccess W2280171657 @default.
- W2280171657 hasPrimaryLocation W22801716571 @default.
- W2280171657 hasRelatedWork W1532382306 @default.
- W2280171657 hasRelatedWork W1584021839 @default.
- W2280171657 hasRelatedWork W1901242686 @default.
- W2280171657 hasRelatedWork W1984848435 @default.
- W2280171657 hasRelatedWork W2015268879 @default.
- W2280171657 hasRelatedWork W2039488112 @default.
- W2280171657 hasRelatedWork W2094034884 @default.
- W2280171657 hasRelatedWork W2109581903 @default.
- W2280171657 hasRelatedWork W2171901943 @default.
- W2280171657 hasRelatedWork W2252729480 @default.
- W2280171657 hasRelatedWork W2562221947 @default.
- W2280171657 hasRelatedWork W2905069672 @default.
- W2280171657 hasRelatedWork W2915094565 @default.
- W2280171657 hasRelatedWork W3027217474 @default.
- W2280171657 hasRelatedWork W3093015261 @default.
- W2280171657 hasRelatedWork W3096914561 @default.
- W2280171657 hasRelatedWork W3167524275 @default.
- W2280171657 hasRelatedWork W3212847499 @default.
- W2280171657 hasRelatedWork W857682974 @default.
- W2280171657 hasRelatedWork W2189382400 @default.
- W2280171657 isParatext "false" @default.
- W2280171657 isRetracted "false" @default.
- W2280171657 magId "2280171657" @default.
- W2280171657 workType "article" @default.