FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366143670> ?p ?o ?g. }

• W4366143670 abstract "We developed and applied a novel approach for shape agnostic detection of multiscale flaws in laser powder bed fusion (LPBF) additive manufacturing using heterogenous in-situ sensor data. Flaws in LPBF range from porosity at the micro-scale (< 100 µm), layer related inconsistencies at the meso-scale (100 µm to 1 mm) and geometry-related flaws at the macroscale (> 1 mm). Existing data-driven models are primarily focused on detecting a specific type of LPBF flaw using signals from one type of sensor. Such approaches, which are trained on data from simple cuboid and cylindrical-shaped coupons, have met limited success when used for detecting multiscale flaws in complex LPBF parts. The objective of this work is to develop a heterogenous sensor data fusion approach capable of detecting multiscale flaws across different LPBF part geometries and build conditions. Accordingly, data from an infrared camera, spatter imaging camera, and optical powder bed imaging camera were acquired across separate builds with differing part geometries and orientations (Inconel 718). Spectral graph-based process signatures were extracted from this heterogeneous thermo-optical sensor data and used as inputs to simple machine learning models. The approach detected porosity, layer-level distortion, and geometry-related flaws with statistical fidelity exceeding 93% (F-score)." @default.
• W4366143670 created "2023-04-19" @default.
• W4366143670 creator A5007248028 @default.
• W4366143670 creator A5030503844 @default.
• W4366143670 creator A5034684339 @default.
• W4366143670 creator A5045182089 @default.
• W4366143670 creator A5055780090 @default.
• W4366143670 creator A5059712194 @default.
• W4366143670 creator A5067087134 @default.
• W4366143670 creator A5088542979 @default.
• W4366143670 date "2023-04-17" @default.
• W4366143670 modified "2023-09-29" @default.
• W4366143670 title "Heterogeneous sensor data fusion for multiscale, shape agnostic flaw detection in laser powder bed fusion additive manufacturing" @default.
• W4366143670 cites W1981976602 @default.
• W4366143670 cites W2105661768 @default.
• W4366143670 cites W2238871805 @default.
• W4366143670 cites W2250894080 @default.
• W4366143670 cites W2272112894 @default.
• W4366143670 cites W2279780730 @default.
• W4366143670 cites W2324464036 @default.
• W4366143670 cites W2511643845 @default.
• W4366143670 cites W2515744457 @default.
• W4366143670 cites W2584508145 @default.
• W4366143670 cites W2762367303 @default.
• W4366143670 cites W2769988472 @default.
• W4366143670 cites W2796854624 @default.
• W4366143670 cites W2802356916 @default.
• W4366143670 cites W2884691768 @default.
• W4366143670 cites W2895046268 @default.
• W4366143670 cites W2901057844 @default.
• W4366143670 cites W2914427457 @default.
• W4366143670 cites W2925000736 @default.
• W4366143670 cites W2944881654 @default.
• W4366143670 cites W2969625314 @default.
• W4366143670 cites W2973116094 @default.
• W4366143670 cites W2991910174 @default.
• W4366143670 cites W3010598178 @default.
• W4366143670 cites W3011702509 @default.
• W4366143670 cites W3011971580 @default.
• W4366143670 cites W3016989108 @default.
• W4366143670 cites W3022413870 @default.
• W4366143670 cites W3043348598 @default.
• W4366143670 cites W3049618663 @default.
• W4366143670 cites W3080402790 @default.
• W4366143670 cites W3081796830 @default.
• W4366143670 cites W3089090641 @default.
• W4366143670 cites W3092758530 @default.
• W4366143670 cites W3095388982 @default.
• W4366143670 cites W3110501189 @default.
• W4366143670 cites W3131483989 @default.
• W4366143670 cites W3143338927 @default.
• W4366143670 cites W3152712877 @default.
• W4366143670 cites W3172166634 @default.
• W4366143670 cites W3174721367 @default.
• W4366143670 cites W3186352373 @default.
• W4366143670 cites W3197537548 @default.
• W4366143670 cites W3199914073 @default.
• W4366143670 cites W3206532094 @default.
• W4366143670 cites W3207384086 @default.
• W4366143670 cites W3211492290 @default.
• W4366143670 cites W3213253767 @default.
• W4366143670 cites W4200329281 @default.
• W4366143670 cites W4206945023 @default.
• W4366143670 cites W4214932280 @default.
• W4366143670 cites W4220661532 @default.
• W4366143670 cites W4249271370 @default.
• W4366143670 cites W4281392810 @default.
• W4366143670 cites W4282030105 @default.
• W4366143670 cites W4285013362 @default.
• W4366143670 cites W4289878423 @default.
• W4366143670 cites W4290735100 @default.
• W4366143670 cites W4307565420 @default.
• W4366143670 doi "https://doi.org/10.1080/17452759.2023.2196266" @default.
• W4366143670 hasPublicationYear "2023" @default.
• W4366143670 type Work @default.
• W4366143670 citedByCount "0" @default.
• W4366143670 crossrefType "journal-article" @default.
• W4366143670 hasAuthorship W4366143670A5007248028 @default.
• W4366143670 hasAuthorship W4366143670A5030503844 @default.
• W4366143670 hasAuthorship W4366143670A5034684339 @default.
• W4366143670 hasAuthorship W4366143670A5045182089 @default.
• W4366143670 hasAuthorship W4366143670A5055780090 @default.
• W4366143670 hasAuthorship W4366143670A5059712194 @default.
• W4366143670 hasAuthorship W4366143670A5067087134 @default.
• W4366143670 hasAuthorship W4366143670A5088542979 @default.
• W4366143670 hasBestOaLocation W43661436701 @default.
• W4366143670 hasConcept C127413603 @default.
• W4366143670 hasConcept C138885662 @default.
• W4366143670 hasConcept C153180895 @default.
• W4366143670 hasConcept C154945302 @default.
• W4366143670 hasConcept C158525013 @default.
• W4366143670 hasConcept C159985019 @default.
• W4366143670 hasConcept C192562407 @default.
• W4366143670 hasConcept C203527163 @default.
• W4366143670 hasConcept C31972630 @default.
• W4366143670 hasConcept C33954974 @default.
• W4366143670 hasConcept C41008148 @default.
• W4366143670 hasConcept C41895202 @default.
• W4366143670 hasConcept C6648577 @default.
• W4366143670 hasConcept C78519656 @default.

• next