메뉴 건너뛰기




Volumn 23, Issue 1, 2010, Pages 74-84

Feature extraction and selection from acoustic emission signals with an application in grinding wheel condition monitoring

Author keywords

Acoustic emission; Ant colony optimization; Autoregressive model; Discrete wavelet decomposition; Feature extraction; Feature selection; Sequential forward floating selection; Wheel condition monitoring

Indexed keywords

ANT-COLONY OPTIMIZATION; AUTO REGRESSIVE MODELS; DISCRETE WAVELET DECOMPOSITION; FEATURE SELECTION; SEQUENTIAL FORWARD FLOATING SELECTION;

EID: 74649084776     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2009.09.004     Document Type: Article
Times cited : (111)

References (21)
  • 1
    • 33845206134 scopus 로고    scopus 로고
    • Two step ant colony system to solve the feature selection problem
    • Martínez-Trinidad, J.F. et al, Eds, CIARP 2006
    • Bello, R., Puris, A., Nowe, A., Martínez, Y., García, M.M.,2006. Two step ant colony system to solve the feature selection problem. In: Martínez-Trinidad, J.F. et al. (Eds.), CIARP 2006, Lecture Notes in Computer Science, vol. 4225, pp. 588-596.
    • (2006) Lecture Notes in Computer Science , vol.4225 , pp. 588-596
    • Bello, R.1    Puris, A.2    Nowe, A.3    Martínez, Y.4    García, M.M.5
  • 4
    • 33749265708 scopus 로고    scopus 로고
    • Center-based nearest neighbor classifier
    • Gao Q.B., and Wang Z.Z. Center-based nearest neighbor classifier. Pattern Recognition 40 (2007) 346-349
    • (2007) Pattern Recognition , vol.40 , pp. 346-349
    • Gao, Q.B.1    Wang, Z.Z.2
  • 5
    • 2342667374 scopus 로고    scopus 로고
    • Evaluation of grinding wheel surface by means of grinding sound discrimination
    • Hosokawa A., Mashimo K., Yamada K., and Ueda T. Evaluation of grinding wheel surface by means of grinding sound discrimination. JSME International Journal, Series C 47 1 (2004) 52-58
    • (2004) JSME International Journal, Series C , vol.47 , Issue.1 , pp. 52-58
    • Hosokawa, A.1    Mashimo, K.2    Yamada, K.3    Ueda, T.4
  • 6
    • 0033906415 scopus 로고    scopus 로고
    • Acoustic emission monitoring of high speed grinding of silicon nitride
    • Hwang T.W., Whitenton E.P., Hsu N.N., Blessing G.V., and Evans C.J. Acoustic emission monitoring of high speed grinding of silicon nitride. Ultrasonics 38 (2000) 614-619
    • (2000) Ultrasonics , vol.38 , pp. 614-619
    • Hwang, T.W.1    Whitenton, E.P.2    Hsu, N.N.3    Blessing, G.V.4    Evans, C.J.5
  • 8
    • 0842326614 scopus 로고    scopus 로고
    • Detection of dressing time using the grinding force signal based on the discrete wavelet decomposition
    • Kwak J.-S., and Ha M.-K. Detection of dressing time using the grinding force signal based on the discrete wavelet decomposition. International Journal of Advanced Manufacturing Technology 23 (2004) 87-92
    • (2004) International Journal of Advanced Manufacturing Technology , vol.23 , pp. 87-92
    • Kwak, J.-S.1    Ha, M.-K.2
  • 9
    • 0035254604 scopus 로고    scopus 로고
    • An intelligent system for grinding wheel condition monitoring
    • Lezanski P. An intelligent system for grinding wheel condition monitoring. Journal of Materials Processing Technology 109 (2001) 258-263
    • (2001) Journal of Materials Processing Technology , vol.109 , pp. 258-263
    • Lezanski, P.1
  • 10
    • 33751525378 scopus 로고    scopus 로고
    • Grinding wheel condition monitoring with hidden Markov model-based clustering methods
    • Liao T.W., Hua G., Qu J., and Blau P.J. Grinding wheel condition monitoring with hidden Markov model-based clustering methods. Machining Science and Technology 10 (2006) 511-538
    • (2006) Machining Science and Technology , vol.10 , pp. 511-538
    • Liao, T.W.1    Hua, G.2    Qu, J.3    Blau, P.J.4
  • 12
    • 33645993846 scopus 로고    scopus 로고
    • Artificial life feature selection techniques for prostrate cancer diagnosis using TRUS images
    • Kamel, M, Campilho, A, Eds, ICIAR 2005
    • Mohamed, S.S., Youssef, A.M., El-Saadany, E.F., Salama, M.M.A., 2005. Artificial life feature selection techniques for prostrate cancer diagnosis using TRUS images. In: Kamel, M., Campilho, A. (Eds.), ICIAR 2005, Lecture Notes in Computer Science, vol. 3656, pp. 903-913.
    • (2005) Lecture Notes in Computer Science , vol.3656 , pp. 903-913
    • Mohamed, S.S.1    Youssef, A.M.2    El-Saadany, E.F.3    Salama, M.M.A.4
  • 13
    • 0033890879 scopus 로고    scopus 로고
    • Monitoring of the condition of diamond grinding wheels using acoustic emission technique
    • Mokbel A.A., and Maksoud T.M.A. Monitoring of the condition of diamond grinding wheels using acoustic emission technique. Journal of Materials Processing Technology 101 (2000) 292-297
    • (2000) Journal of Materials Processing Technology , vol.101 , pp. 292-297
    • Mokbel, A.A.1    Maksoud, T.M.A.2
  • 15
    • 23844525967 scopus 로고    scopus 로고
    • Modified ant colony optimization algorithm for variable selection in QSAR modeling: QSAR studies of cyclooxygenase inhibitors
    • Shen Q., Jiang J.-H., Tao J.-C., Shen G.-L., and Yu R.-Q. Modified ant colony optimization algorithm for variable selection in QSAR modeling: QSAR studies of cyclooxygenase inhibitors. Journal of Chemical Information and Modeling 45 (2005) 1024-1029
    • (2005) Journal of Chemical Information and Modeling , vol.45 , pp. 1024-1029
    • Shen, Q.1    Jiang, J.-H.2    Tao, J.-C.3    Shen, G.-L.4    Yu, R.-Q.5
  • 16
    • 33845621875 scopus 로고    scopus 로고
    • A hybrid approach for feature subset selection using neural networks and ant colony optimization
    • Sivagaminathan R.K., and Ramakrishnan S. A hybrid approach for feature subset selection using neural networks and ant colony optimization. Expert Systems with Applications 33 (2007) 49-60
    • (2007) Expert Systems with Applications , vol.33 , pp. 49-60
    • Sivagaminathan, R.K.1    Ramakrishnan, S.2
  • 18
    • 33751380570 scopus 로고    scopus 로고
    • Wang, L., Yu, J., 2006. A modified discrete binary ant colony optimization and its application in chemical process fault diagnosis. In: Wang, T.-D. et al. (Eds.), SEAL 2006, Lecture Notes in Computer Science, 4247, pp. 889-896.
    • Wang, L., Yu, J., 2006. A modified discrete binary ant colony optimization and its application in chemical process fault diagnosis. In: Wang, T.-D. et al. (Eds.), SEAL 2006, Lecture Notes in Computer Science, vol. 4247, pp. 889-896.
  • 19
    • 0742303096 scopus 로고    scopus 로고
    • Analysis of wheel wear using force data in surface grinding
    • Warkentin A., and Bauer R. Analysis of wheel wear using force data in surface grinding. Transactions of the CSME/de la SCGM 27 3 (2003) 193-204
    • (2003) Transactions of the CSME/de la SCGM , vol.27 , Issue.3 , pp. 193-204
    • Warkentin, A.1    Bauer, R.2
  • 20
    • 35048837706 scopus 로고    scopus 로고
    • Yan, Z., Yuan, C., 2004. Ant colony optimization for feature selection in face recognition. In: Zhang, D., Jain, A.K. (Eds.), ICBA 2004, Lecture Notes in Computer Science, 3072, pp. 221-226.
    • Yan, Z., Yuan, C., 2004. Ant colony optimization for feature selection in face recognition. In: Zhang, D., Jain, A.K. (Eds.), ICBA 2004, Lecture Notes in Computer Science, vol. 3072, pp. 221-226.
  • 21
    • 33745633095 scopus 로고    scopus 로고
    • Zhang, C., Hu, H., 2005. Ant colony optimization combining with mutual information for feature selection in support vector machines. In: Zhang, S., Jarvis, R. (Eds.), AI 2005, Lecture Notes in Artificial Intelligence, 3809, pp. 918-921.
    • Zhang, C., Hu, H., 2005. Ant colony optimization combining with mutual information for feature selection in support vector machines. In: Zhang, S., Jarvis, R. (Eds.), AI 2005, Lecture Notes in Artificial Intelligence, vol. 3809, pp. 918-921.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.