{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T05:51:01Z","timestamp":1776405061077,"version":"3.51.2"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,10,1]],"date-time":"2014-10-01T00:00:00Z","timestamp":1412121600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1007\/s10845-014-0971-y","type":"journal-article","created":{"date-parts":[[2014,9,30]],"date-time":"2014-09-30T08:36:26Z","timestamp":1412066186000},"page":"207-218","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":101,"title":["Real-time seam penetration identification in arc welding based on fusion of sound, voltage and spectrum signals"],"prefix":"10.1007","volume":"28","author":[{"given":"Zhifen","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shanben","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,10,1]]},"reference":[{"issue":"3","key":"971_CR1","first-page":"27","volume":"2","author":"C-C Chang","year":"2011","unstructured":"Chang, C.-C., & Lin, C.-J. (2011). LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology (TIST), 2(3), 27.","journal-title":"ACM Transactions on Intelligent Systems and Technology (TIST)"},{"key":"971_CR2","volume-title":"Intelligentized methodology for arc welding dynamical processes","author":"S-B Chen","year":"2009","unstructured":"Chen, S.-B., & Wu, J. (2009). Intelligentized methodology for arc welding dynamical processes (Vol. 29). New York: Springer."},{"issue":"4","key":"971_CR3","first-page":"181s","volume":"69","author":"W Chen","year":"1990","unstructured":"Chen, W., & Chin, B. (1990). Monitoring joint penetration using infrared sensing techniques. Welding Journal, 69(4), 181s\u2013185s.","journal-title":"Welding Journal"},{"issue":"9","key":"971_CR4","first-page":"195-S","volume":"81","author":"C Chien","year":"2002","unstructured":"Chien, C., & Kannatey-Asibu, E, Jr. (2002). Investigation of monitoring systems for resistance spot welding. Welding Journal (New York), 81(9), 195-S.","journal-title":"Welding Journal (New York)"},{"key":"971_CR5","doi-asserted-by":"crossref","unstructured":"Chilian, A., Hirschmuller, H., & Gorner, M. (2011). Multisensor data fusion for robust pose estimation of a six-legged walking robot. In IEEE\/RSJ international conference on intelligent robots and systems (IROS), 2011, (pp. 2497\u20132504). IEEE.","DOI":"10.1109\/IROS.2011.6094484"},{"issue":"5","key":"971_CR6","doi-asserted-by":"publisher","first-page":"1995","DOI":"10.1007\/s10845-011-0526-4","volume":"23","author":"S Chokkalingham","year":"2012","unstructured":"Chokkalingham, S., Chandrasekhar, N., & Vasudevan, M. (2012). Predicting the depth of penetration and weld bead width from the infra red thermal image of the weld pool using artificial neural network modeling. Journal of Intelligent Manufacturing, 23(5), 1995\u20132001. doi: 10.1007\/s10845-011-0526-4 .","journal-title":"Journal of Intelligent Manufacturing"},{"key":"971_CR7","unstructured":"Christner, B. (1998). Developing a GTAW penetration control system for the Titan IV program. Welding and metal fabrication, 66(3), 29\u201338."},{"issue":"4","key":"971_CR8","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1016\/j.measurement.2007.01.006","volume":"41","author":"J Cullen","year":"2008","unstructured":"Cullen, J., Athi, N., Al-Jader, M., Johnson, P., Al-Shamma\u2019a, A., Shaw, A., et al. (2008). Multisensor fusion for on line monitoring of the quality of spot welding in automotive industry. Measurement, 41(4), 412\u2013423.","journal-title":"Measurement"},{"issue":"2","key":"971_CR9","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1115\/1.3187862","volume":"110","author":"E Emel","year":"1988","unstructured":"Emel, E., & Kannatey-Asibu, E. (1988). Tool failure monitoring in turning by pattern recognition analysis of AE signals. Journal of Eengineering for Industry, 110(2), 137\u2013145.","journal-title":"Journal of Eengineering for Industry"},{"issue":"1","key":"971_CR10","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1016\/j.inffus.2010.06.001","volume":"12","author":"N-EE Faouzi","year":"2011","unstructured":"Faouzi, N.-E. E., Leung, H., & Kurian, A. (2011). Data fusion in intelligent transportation systems: Progress and challenges\u2014A survey. Information Fusion, 12(1), 4\u201310.","journal-title":"Information Fusion"},{"issue":"3","key":"971_CR11","doi-asserted-by":"crossref","first-page":"1329","DOI":"10.1063\/1.369263","volume":"85","author":"D Farson","year":"1999","unstructured":"Farson, D., & Kim, K. (1999). Generation of optical and acoustic emissions in laser weld plumes. Journal of Applied Physics, 85(3), 1329\u20131336.","journal-title":"Journal of Applied Physics"},{"issue":"1","key":"971_CR12","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.rse.2004.06.017","volume":"93","author":"GM Foody","year":"2004","unstructured":"Foody, G. M., & Mathur, A. (2004). Toward intelligent training of supervised image classifications: Directing training data acquisition for SVM classification. Remote Sensing of Environment, 93(1), 107\u2013117.","journal-title":"Remote Sensing of Environment"},{"key":"971_CR13","doi-asserted-by":"crossref","unstructured":"Frohlich, H., Chapelle, O., & Scholkopf, B. (2003). Feature selection for support vector machines by means of genetic algorithm. In Proceedings of 15th IEEE international conference on tools with artificial intelligence, 2003 (pp. 142\u2013148). IEEE.","DOI":"10.1109\/TAI.2003.1250182"},{"key":"971_CR14","doi-asserted-by":"crossref","DOI":"10.1002\/9780470459300","volume-title":"Principles of laser materials processing","author":"E Kannatey-Asibu Jr","year":"2009","unstructured":"Kannatey-Asibu, E, Jr. (2009). Principles of laser materials processing (Vol. 4). London: Wiley."},{"key":"971_CR15","volume-title":"Process and quality characterization for ultrasonic welding of lithium\u2013ion batteries","author":"S Lee","year":"2013","unstructured":"Lee, S. (2013). Process and quality characterization for ultrasonic welding of lithium\u2013ion batteries. Ann Abor: University of Michigan."},{"issue":"3","key":"971_CR16","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1109\/19.930442","volume":"50","author":"P Li","year":"2001","unstructured":"Li, P., & Zhang, Y. (2001). Robust sensing of arc length. IEEE Transactions on Instrumentation and Measurement, 50(3), 697\u2013704.","journal-title":"IEEE Transactions on Instrumentation and Measurement"},{"key":"971_CR17","unstructured":"Li, X., Shao, Z., Zhang, Y., & Kvidahl, L. (2013). Monitoring and control of penetration in GTAW and pipe welding. Welding Journal, 92, 191\u2013196."},{"key":"971_CR18","doi-asserted-by":"crossref","unstructured":"Mirapeix, J., Cobo, A., Conde, O., Ja\u00faregui, C., & L\u00f3pez-Higuera, J. (2006). Real-time arc welding defect detection technique by means of plasma spectrum optical analysis. NDT & E International, 39(5), 356\u2013360.","DOI":"10.1016\/j.ndteint.2005.10.004"},{"key":"971_CR19","unstructured":"Renwick, R., & Richardson, R. (1983). Experimental investigation of GTA weld pool oscillations. Welding Journal, 62(2), 29."},{"key":"971_CR20","doi-asserted-by":"crossref","unstructured":"Smith, D., & Singh, S. (2006). Approaches to multisensor data fusion in target tracking: A survey. IEEE Transactions on Knowledge and Data Engineering, 18(12), 1696\u20131710.","DOI":"10.1109\/TKDE.2006.183"},{"key":"971_CR21","doi-asserted-by":"crossref","unstructured":"Sun, A., Kannatey-Asibu, E, Jr, & Gartner, M. (1999). Sensor systems for real-time monitoring of laser weld quality. Journal of Laser Applications, 11(4), 153\u2013168.","DOI":"10.2351\/1.521893"},{"issue":"2","key":"971_CR22","doi-asserted-by":"crossref","first-page":"114","DOI":"10.2351\/1.1471562","volume":"14","author":"A Sun","year":"2002","unstructured":"Sun, A., Kannatey-Asibu, E, Jr, & Gartner, M. (2002). Monitoring of laser weld penetration using sensor fusion. Journal of Laser Applications, 14(2), 114\u2013121.","journal-title":"Journal of Laser Applications"},{"key":"971_CR23","doi-asserted-by":"publisher","unstructured":"Wang, X., & Li, R. (2013). Intelligent modelling of back-side weld bead geometry using weld pool surface characteristic parameters. Journal of Intelligent Manufacturing 1\u201313. doi: 10.1007\/s10845-013-0731-4 .","DOI":"10.1007\/s10845-013-0731-4"},{"issue":"8","key":"971_CR24","first-page":"289","volume":"69","author":"Y Xiao","year":"1990","unstructured":"Xiao, Y., & Den Ouden, G. (1990). A study of GTA weld pool oscillation. Welding Journal, 69(8), 289.","journal-title":"Welding Journal"},{"key":"971_CR25","first-page":"428-s","volume":"72","author":"Y Xiao","year":"1993","unstructured":"Xiao, Y., & Den Ouden, G. (1993). Weld pool oscillation during GTA welding of mild steel. Welding Journal (New York), 72, 428-s.","journal-title":"Welding Journal (New York)"},{"issue":"5","key":"971_CR26","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/j.jmatprotec.2012.11.016","volume":"213","author":"H Yu","year":"2013","unstructured":"Yu, H., Xu, Y., Lv, N., Chen, H., & Chen, S. (2013). Arc spectral processing technique with its application to wire feed monitoring in Al\u2013Mg alloy pulsed gas tungsten arc welding. Journal of Materials Processing Technology, 213(5), 707\u2013716.","journal-title":"Journal of Materials Processing Technology"},{"issue":"7","key":"971_CR27","first-page":"195s","volume":"91","author":"W Zhang","year":"2012","unstructured":"Zhang, W., Liu, Y., Wang, X., & Zhang, Y. (2012). Characterization of three-dimensional weld pool surface in GTAW. Welding Journal, 91(7), 195s\u2013203s.","journal-title":"Welding Journal"},{"key":"971_CR28","doi-asserted-by":"publisher","unstructured":"Zhang, W., Zhang, X., & Zhang, Y. (2013). Robust pattern recognition for measurement of three dimensional weld pool surface in GTAW. Journal of Intelligent Manufacturing 1\u201318. doi: 10.1007\/s10845-013-0825-z .","DOI":"10.1007\/s10845-013-0825-z"},{"key":"971_CR29","first-page":"463-s","volume":"72","author":"Y Zhang","year":"1993","unstructured":"Zhang, Y., Wu, L., Walcott, B., & Chen, D. (1993). Determining joint penetration in GTAW with vision sensing of weld face geometry. Welding Journal (New York), 72, 463-s.","journal-title":"Welding Journal (New York)"},{"issue":"7","key":"971_CR30","doi-asserted-by":"crossref","first-page":"1146","DOI":"10.1016\/j.jmatprotec.2013.01.012","volume":"213","author":"Z Zhang","year":"2013","unstructured":"Zhang, Z., Yu, H., Lv, N., & Chen, S. (2013). Real-time defect detection in pulsed GTAW of Al alloys through on-line spectroscopy. Journal of Materials Processing Technology, 213(7), 1146\u20131156.","journal-title":"Journal of Materials Processing Technology"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0971-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-014-0971-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0971-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-014-0971-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T02:12:03Z","timestamp":1559268723000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-014-0971-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,10,1]]},"references-count":30,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["971"],"URL":"https:\/\/doi.org\/10.1007\/s10845-014-0971-y","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,10,1]]}}}