FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297494079> ?p ?o ?g. }

• W4297494079 endingPage "117317" @default.
• W4297494079 startingPage "117317" @default.
• W4297494079 abstract "In the current work, we develop a data-driven method for sensor placement optimization (SPO) for complex dynamical systems under stochastic forcings in both form and location. The method is purely data-driven and does not require a full prior description of the system but a distribution of probable forcing locations. The objective function of the optimization process considers two essential aspects for real-world engineering systems: accuracy of response prediction at a selected set of locations of interest (LoIs) and early prediction capabilities. A Bayesian framework is introduced for the reconstruction of the stochastic forcing applied at an unknown location and the prediction of the corresponding response at the LoIs based on the data collected from the sensors. In contrast to filter-based approaches, the current method does not require reconstruction of the full state vector and is applicable for unknown forcing locations. Hence, it obtains more accurate and faster results and is suitable for real-world engineering systems. Response prediction can also be obtained for inaccessible locations. A hybrid optimization approach is suggested as a trade-off between accuracy and convergence speed. The method is demonstrated on a 2D discrete lattice and a 3D continuum finite element model and outperforms the existing methods in both efficiency and accuracy for an identical number of sensors." @default.
• W4297494079 created "2022-09-29" @default.
• W4297494079 creator A5044344328 @default.
• W4297494079 creator A5076549463 @default.
• W4297494079 date "2023-01-01" @default.
• W4297494079 modified "2023-10-02" @default.
• W4297494079 title "Data-driven sensor placement optimization for accurate and early prediction of stochastic complex systems" @default.
• W4297494079 cites W1646309082 @default.
• W4297494079 cites W1871798026 @default.
• W4297494079 cites W1965748532 @default.
• W4297494079 cites W1980511180 @default.
• W4297494079 cites W1981196578 @default.
• W4297494079 cites W1996747476 @default.
• W4297494079 cites W2000100532 @default.
• W4297494079 cites W2004338573 @default.
• W4297494079 cites W2008765457 @default.
• W4297494079 cites W2013815899 @default.
• W4297494079 cites W2016467472 @default.
• W4297494079 cites W2017950984 @default.
• W4297494079 cites W2019143734 @default.
• W4297494079 cites W2030004508 @default.
• W4297494079 cites W2035261394 @default.
• W4297494079 cites W2035700792 @default.
• W4297494079 cites W2046787526 @default.
• W4297494079 cites W2057037490 @default.
• W4297494079 cites W2064815138 @default.
• W4297494079 cites W2076580309 @default.
• W4297494079 cites W2077571775 @default.
• W4297494079 cites W2094820392 @default.
• W4297494079 cites W2097897435 @default.
• W4297494079 cites W2104802194 @default.
• W4297494079 cites W2108835525 @default.
• W4297494079 cites W2139808768 @default.
• W4297494079 cites W2142425726 @default.
• W4297494079 cites W2169369819 @default.
• W4297494079 cites W2171784600 @default.
• W4297494079 cites W2522207014 @default.
• W4297494079 cites W2531009649 @default.
• W4297494079 cites W2783221544 @default.
• W4297494079 cites W2794098375 @default.
• W4297494079 cites W2803477776 @default.
• W4297494079 cites W2902216690 @default.
• W4297494079 cites W2964017122 @default.
• W4297494079 cites W3104009841 @default.
• W4297494079 cites W3186075706 @default.
• W4297494079 doi "https://doi.org/10.1016/j.jsv.2022.117317" @default.
• W4297494079 hasPublicationYear "2023" @default.
• W4297494079 type Work @default.
• W4297494079 citedByCount "1" @default.
• W4297494079 countsByYear W42974940792023 @default.
• W4297494079 crossrefType "journal-article" @default.
• W4297494079 hasAuthorship W4297494079A5044344328 @default.
• W4297494079 hasAuthorship W4297494079A5076549463 @default.
• W4297494079 hasConcept C106131492 @default.
• W4297494079 hasConcept C107673813 @default.
• W4297494079 hasConcept C111919701 @default.
• W4297494079 hasConcept C11413529 @default.
• W4297494079 hasConcept C119857082 @default.
• W4297494079 hasConcept C121332964 @default.
• W4297494079 hasConcept C124101348 @default.
• W4297494079 hasConcept C126255220 @default.
• W4297494079 hasConcept C134306372 @default.
• W4297494079 hasConcept C154945302 @default.
• W4297494079 hasConcept C162324750 @default.
• W4297494079 hasConcept C197115733 @default.
• W4297494079 hasConcept C2777303404 @default.
• W4297494079 hasConcept C2777798563 @default.
• W4297494079 hasConcept C2778049539 @default.
• W4297494079 hasConcept C31972630 @default.
• W4297494079 hasConcept C33923547 @default.
• W4297494079 hasConcept C41008148 @default.
• W4297494079 hasConcept C50522688 @default.
• W4297494079 hasConcept C74650414 @default.
• W4297494079 hasConcept C98045186 @default.
• W4297494079 hasConceptScore W4297494079C106131492 @default.
• W4297494079 hasConceptScore W4297494079C107673813 @default.
• W4297494079 hasConceptScore W4297494079C111919701 @default.
• W4297494079 hasConceptScore W4297494079C11413529 @default.
• W4297494079 hasConceptScore W4297494079C119857082 @default.
• W4297494079 hasConceptScore W4297494079C121332964 @default.
• W4297494079 hasConceptScore W4297494079C124101348 @default.
• W4297494079 hasConceptScore W4297494079C126255220 @default.
• W4297494079 hasConceptScore W4297494079C134306372 @default.
• W4297494079 hasConceptScore W4297494079C154945302 @default.
• W4297494079 hasConceptScore W4297494079C162324750 @default.
• W4297494079 hasConceptScore W4297494079C197115733 @default.
• W4297494079 hasConceptScore W4297494079C2777303404 @default.
• W4297494079 hasConceptScore W4297494079C2777798563 @default.
• W4297494079 hasConceptScore W4297494079C2778049539 @default.
• W4297494079 hasConceptScore W4297494079C31972630 @default.
• W4297494079 hasConceptScore W4297494079C33923547 @default.
• W4297494079 hasConceptScore W4297494079C41008148 @default.
• W4297494079 hasConceptScore W4297494079C50522688 @default.
• W4297494079 hasConceptScore W4297494079C74650414 @default.
• W4297494079 hasConceptScore W4297494079C98045186 @default.
• W4297494079 hasLocation W42974940791 @default.
• W4297494079 hasOpenAccess W4297494079 @default.
• W4297494079 hasPrimaryLocation W42974940791 @default.

• next