메뉴 건너뛰기




Volumn 42, Issue 1, 2009, Pages 56-63

Spectral processing technique based on feature selection and artificial neural networks for arc-welding quality monitoring

Author keywords

Arc welding; Artificial neural networks; Feature selection; Fiber sensor; Plasma spectral analysis; Quality monitoring

Indexed keywords

BACKPROPAGATION; CAVITY RESONATORS; CHARGE COUPLED DEVICES; OPTICAL FIBERS; PLASMAS; QUALITY CONTROL; SENSOR NETWORKS; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS; VEGETATION; WELDING;

EID: 56949102342     PISSN: 09638695     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ndteint.2008.07.004     Document Type: Article
Times cited : (47)

References (26)
  • 1
    • 0030825222 scopus 로고    scopus 로고
    • Analysis of the TIG welding arc behaviour
    • Wu C.S., Ushio M., and Tanaka M. Analysis of the TIG welding arc behaviour. Comput Mater Sci 7 (1997) 308-314
    • (1997) Comput Mater Sci , vol.7 , pp. 308-314
    • Wu, C.S.1    Ushio, M.2    Tanaka, M.3
  • 2
    • 10944258799 scopus 로고    scopus 로고
    • A sensing torch for the on-line monitoring of the gas tungsten arc welding process of steel pipes
    • Ancona A., Lugara P.M., Ottonelli F., and Catalano I.M. A sensing torch for the on-line monitoring of the gas tungsten arc welding process of steel pipes. Meas Sci Technol 15 (2004) 2412-2418
    • (2004) Meas Sci Technol , vol.15 , pp. 2412-2418
    • Ancona, A.1    Lugara, P.M.2    Ottonelli, F.3    Catalano, I.M.4
  • 4
    • 0030130074 scopus 로고    scopus 로고
    • Plasma charge sensor for in-process, non-contact monitoring of the laser welding process
    • Li L., Brookfield D.J., and Steen W.M. Plasma charge sensor for in-process, non-contact monitoring of the laser welding process. Meas Sci Technol 7 (1996) 615-626
    • (1996) Meas Sci Technol , vol.7 , pp. 615-626
    • Li, L.1    Brookfield, D.J.2    Steen, W.M.3
  • 5
    • 0035901481 scopus 로고    scopus 로고
    • Noncontact acoustic analysis monitoring of plasma arc welding
    • Wang Y., and Zhao P. Noncontact acoustic analysis monitoring of plasma arc welding. Int J Pressure Vessels Piping 78 (2001) 43-47
    • (2001) Int J Pressure Vessels Piping , vol.78 , pp. 43-47
    • Wang, Y.1    Zhao, P.2
  • 6
    • 0035876650 scopus 로고    scopus 로고
    • Infrared sensing techniques for penetration depth control of the submerged arc welding process
    • Wikle III H.C., Kottilingam S., Zee R.H., and Chin B.A. Infrared sensing techniques for penetration depth control of the submerged arc welding process. J Mater Proc Technol 113 (2001) 228-233
    • (2001) J Mater Proc Technol , vol.113 , pp. 228-233
    • Wikle III, H.C.1    Kottilingam, S.2    Zee, R.H.3    Chin, B.A.4
  • 7
    • 0033712339 scopus 로고    scopus 로고
    • Control of electromagnetic interference from arc and electron beam welding by controlling the physical parameters in arc or electron beam theoretical model
    • Anderson T.R. Control of electromagnetic interference from arc and electron beam welding by controlling the physical parameters in arc or electron beam theoretical model. IEEE Int Symp Electromagn Compat 2 (2000) 695-698
    • (2000) IEEE Int Symp Electromagn Compat , vol.2 , pp. 695-698
    • Anderson, T.R.1
  • 9
    • 33748987375 scopus 로고    scopus 로고
    • Fast algorithm for spectral processing with application to on-line welding quality assurance
    • Mirapeix J., Cobo A., Conde O.M., Jaúregui C., and López-Higuera J.M. Fast algorithm for spectral processing with application to on-line welding quality assurance. Meas Sci Technol 17 (2006) 2623-2629
    • (2006) Meas Sci Technol , vol.17 , pp. 2623-2629
    • Mirapeix, J.1    Cobo, A.2    Conde, O.M.3    Jaúregui, C.4    López-Higuera, J.M.5
  • 11
    • 33847152284 scopus 로고    scopus 로고
    • Plasma spectroscopy analysis technique based on optimization algorithms and spectral synthesis
    • Mirapeix J., Cobo A., González D.A., and López-Higuera J.M. Plasma spectroscopy analysis technique based on optimization algorithms and spectral synthesis. Opt Express 15 (2007) 1884-1897
    • (2007) Opt Express , vol.15 , pp. 1884-1897
    • Mirapeix, J.1    Cobo, A.2    González, D.A.3    López-Higuera, J.M.4
  • 13
    • 28444454940 scopus 로고    scopus 로고
    • A fuzzy-logic based optical sensor for online weld defect-detection
    • Naso D., Turchiano B., and Pantaleo P. A fuzzy-logic based optical sensor for online weld defect-detection. IEEE Trans Ind Inf 1 (2005) 259-273
    • (2005) IEEE Trans Ind Inf , vol.1 , pp. 259-273
    • Naso, D.1    Turchiano, B.2    Pantaleo, P.3
  • 14
    • 0032022579 scopus 로고    scopus 로고
    • A comparison between the back-propagation and counter-propagation networks in the modeling of the TIG welding process
    • Yuang S.C., Tarng Y.S., and Lii H.R. A comparison between the back-propagation and counter-propagation networks in the modeling of the TIG welding process. J Mater Proc Technol 75 (1998) 54-62
    • (1998) J Mater Proc Technol , vol.75 , pp. 54-62
    • Yuang, S.C.1    Tarng, Y.S.2    Lii, H.R.3
  • 15
    • 33947109052 scopus 로고    scopus 로고
    • Real-time arc-welding defect detection and classification with principal component analysis and artificial neural networks
    • Mirapeix J., García Allende P.B., Cobo A., Conde O.M., and Higuera J.M. Real-time arc-welding defect detection and classification with principal component analysis and artificial neural networks. NDT&E Int 40 (2007) 315-323
    • (2007) NDT&E Int , vol.40 , pp. 315-323
    • Mirapeix, J.1    García Allende, P.B.2    Cobo, A.3    Conde, O.M.4    Higuera, J.M.5
  • 18
    • 56949102792 scopus 로고    scopus 로고
    • Thornton MF. Spectroscopic determination of temperature distributions for a TIG arc. PhD thesis, Cranfield Institute of Technology, 1993.
    • Thornton MF. Spectroscopic determination of temperature distributions for a TIG arc. PhD thesis, Cranfield Institute of Technology, 1993.
  • 20
    • 0028377421 scopus 로고
    • Determination of axial thermal plasma temperatures without Abel inversion
    • Marotta A. Determination of axial thermal plasma temperatures without Abel inversion. J Phys D: Appl Phys 27 (1993) 268-272
    • (1993) J Phys D: Appl Phys , vol.27 , pp. 268-272
    • Marotta, A.1
  • 21
    • 56949096810 scopus 로고    scopus 로고
    • García-Allende PB, Conde OM, Mirapeix J, Cubillas AM, López-Higuera JM. Relevant information extraction from hyperspectral images for quality control industrial processes. In: ODIMAP V, Fifth topical meeting on optoelectronic distance/displacement measurements and applications, 2006.
    • García-Allende PB, Conde OM, Mirapeix J, Cubillas AM, López-Higuera JM. Relevant information extraction from hyperspectral images for quality control industrial processes. In: ODIMAP V, Fifth topical meeting on optoelectronic distance/displacement measurements and applications, 2006.
  • 22
    • 33748446378 scopus 로고    scopus 로고
    • Imaging spectroscopy as a tool to study sediment characteristics on a tidal sandbank in the Westerschelde
    • Deronde B., Kempeneers P., and Forster R.M. Imaging spectroscopy as a tool to study sediment characteristics on a tidal sandbank in the Westerschelde. Estuarine Coastal Shelf Sci 69 (2006) 580-590
    • (2006) Estuarine Coastal Shelf Sci , vol.69 , pp. 580-590
    • Deronde, B.1    Kempeneers, P.2    Forster, R.M.3
  • 23
    • 56949105187 scopus 로고    scopus 로고
    • National Institute for Standards and Technology (NIST) atomic spectra database 〈http://physics.nist.gov/cgi-bin/AtData/main_asd〉.
    • National Institute for Standards and Technology (NIST) atomic spectra database 〈http://physics.nist.gov/cgi-bin/AtData/main_asd〉.
  • 24
    • 18544388207 scopus 로고    scopus 로고
    • Combining principal component analysis with an artificial neural network to perform online quality assessment of food as it cooks in a large-scale industrial oven
    • O'Farrell M., Lewis E., Lyons W.B., and Jackman N. Combining principal component analysis with an artificial neural network to perform online quality assessment of food as it cooks in a large-scale industrial oven. Sensors Actuat B Chem 107 (2005) 104-412
    • (2005) Sensors Actuat B Chem , vol.107 , pp. 104-412
    • O'Farrell, M.1    Lewis, E.2    Lyons, W.B.3    Jackman, N.4
  • 25
    • 33846281565 scopus 로고    scopus 로고
    • Instrumentation for the monitoring of toxic pollutants in water resources by means of neural network analysis of absorption and fluorescence spectra
    • Kuzniz T., Halot D., Mignani A.G., Ciaccheri L., Kalli K., Tur M., et al. Instrumentation for the monitoring of toxic pollutants in water resources by means of neural network analysis of absorption and fluorescence spectra. Sensors Actuat B Chem 121 (2007) 231-237
    • (2007) Sensors Actuat B Chem , vol.121 , pp. 231-237
    • Kuzniz, T.1    Halot, D.2    Mignani, A.G.3    Ciaccheri, L.4    Kalli, K.5    Tur, M.6
  • 26
    • 34547322764 scopus 로고    scopus 로고
    • Embedded spectroscopic fiber sensor for on-line arc-welding analysis
    • Mirapeix J., Cobo A., Quintela A., and López-Higuera J.M. Embedded spectroscopic fiber sensor for on-line arc-welding analysis. Appl Opt 46 (2007) 3215-3220
    • (2007) Appl Opt , vol.46 , pp. 3215-3220
    • Mirapeix, J.1    Cobo, A.2    Quintela, A.3    López-Higuera, J.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.