URI | http://purl.tuc.gr/dl/dias/EB07FBDE-440B-4B12-B4BE-8F68E3B85E39 | - |
Αναγνωριστικό | https://doi.org/10.1016/S0263-2241(99)00007-X | - |
Γλώσσα | en | - |
Μέγεθος | 11 pages | en |
Τίτλος | Fault detection for quality control of household appliances by non-invasive laser Doppler technique and likelihood classifier | en |
Δημιουργός | Pouliezos Anastasios | en |
Δημιουργός | Πουλιεζος Αναστασιος | el |
Δημιουργός | Stavrakakis Georgios | en |
Δημιουργός | Σταυρακακης Γεωργιος | el |
Δημιουργός | Lorenzo Scalise | en |
Δημιουργός | Nicola Paone | en |
Εκδότης | Elsevier | en |
Περίληψη | This paper addresses the problem of developing an on-line diagnostic system for mechanical quality control of household
appliances. The selection of a suitable measurement technique for feature extraction is discussed; the choice of a laser
Doppler vibrometer technique and a laboratory measurement station for washing machines is presented. Vibration velocity
and displacement are measured over a grid of points on the machine surface and data are stored in a database suitable for
processing, both with good appliances and with defect ones with known defects. Features from the vibration velocity
spectrum are used as the input to a likelihood classifier, which is shown to achieve very good classification scores | en |
Τύπος | Peer-Reviewed Journal Publication | en |
Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
Ημερομηνία | 2015-10-18 | - |
Ημερομηνία Δημοσίευσης | 1999 | - |
Θεματική Κατηγορία | Doppler shift | en |
Θεματική Κατηγορία | doppler effect | en |
Θεματική Κατηγορία | doppler shift | en |
Βιβλιογραφική Αναφορά | N.Paone, L. Scalise , G. Stavrakakis, A. Pouliezos,"Fault detection for quality control of household appliances by non-invasive laser Doppler technique and likelihood classifier,"Meas. ,vol. 25,no. 4 ,pp. 237–247,1999. doi: 10.1016/S0263-2241(99)00007-X | en |