메뉴 건너뛰기




Volumn 36, Issue 5, 1996, Pages 551-566

Using neural network for tool condition monitoring based on wavelet decomposition

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; MONITORING; NEURAL NETWORKS; SIGNAL PROCESSING; TURNING; WAVELET TRANSFORMS;

EID: 0030150226     PISSN: 08906955     EISSN: None     Source Type: Journal    
DOI: 10.1016/0890-6955(95)00067-4     Document Type: Article
Times cited : (59)

References (14)
  • 1
    • 0025536629 scopus 로고
    • Tool wear and failure monitoring techniques for turning - A review
    • Li Dan and J. Mathew, Tool wear and failure monitoring techniques for turning - a review, Int. J. Mach. Tools Manufact. 30(4), 579-598 (1990).
    • (1990) Int. J. Mach. Tools Manufact. , vol.30 , Issue.4 , pp. 579-598
    • Dan, L.1    Mathew, J.2
  • 2
    • 15844405414 scopus 로고
    • Neural network sensor fusion for tool condition monitoring
    • D. A. Dornfeld, Neural network sensor fusion for tool condition monitoring, Ann. CIRP 39(1), 101-105 (1990).
    • (1990) Ann. CIRP , vol.39 , Issue.1 , pp. 101-105
    • Dornfeld, D.A.1
  • 3
    • 0025478252 scopus 로고
    • Sensor integration using neural networks for intelligent tool condition monitoring
    • S. Rangwala and D. A. Dornfeld, Sensor integration using neural networks for intelligent tool condition monitoring, Trans. ASME, J. Engng Ind. 112, 219-228 (1990).
    • (1990) Trans. ASME, J. Engng Ind. , vol.112 , pp. 219-228
    • Rangwala, S.1    Dornfeld, D.A.2
  • 4
    • 0000081426 scopus 로고
    • Tool condition monitoring in metal cutting: A neural network approach
    • L. I. Burke and S. Rangwala, Tool condition monitoring in metal cutting: a neural network approach, J. Intelligent Mfg 2, 269-280 (1991).
    • (1991) J. Intelligent Mfg , vol.2 , pp. 269-280
    • Burke, L.I.1    Rangwala, S.2
  • 5
    • 85004614110 scopus 로고
    • Recognition of cutting state based on neural network sensor fusion
    • T. Moriwaki and Y. Mori, Recognition of cutting state based on neural network sensor fusion, JSPE 59(5), 779-784 (1993).
    • (1993) JSPE , vol.59 , Issue.5 , pp. 779-784
    • Moriwaki, T.1    Mori, Y.2
  • 6
    • 0027642812 scopus 로고
    • Detection of tool breakage in milling operations - II. The neural network approach
    • I. N. Tansel and C. McLaughlin, Detection of tool breakage in milling operations - II. The neural network approach, Int. J. Mach. Tools Manufact. 33(4), 545-558 (1993).
    • (1993) Int. J. Mach. Tools Manufact. , vol.33 , Issue.4 , pp. 545-558
    • Tansel, I.N.1    McLaughlin, C.2
  • 7
    • 0027641902 scopus 로고
    • Monitoring drill conditions with wavelet based encoding and neural networks
    • I. N. Tansel, C. Mekdeci, O. Rodriguez and B. Uragun, Monitoring drill conditions with wavelet based encoding and neural networks, Int. J. Mach. Tools Manufact. 33(4), 559-575 (1993).
    • (1993) Int. J. Mach. Tools Manufact. , vol.33 , Issue.4 , pp. 559-575
    • Tansel, I.N.1    Mekdeci, C.2    Rodriguez, O.3    Uragun, B.4
  • 8
    • 0027544272 scopus 로고
    • Assessment of chip forming patterns with tool wear progression in machining via neural networks
    • Y. L. Yao and X. D. Fang, Assessment of chip forming patterns with tool wear progression in machining via neural networks, Int. J. Mach. Tools Manufact. 33(1), 89-102 (1993).
    • (1993) Int. J. Mach. Tools Manufact. , vol.33 , Issue.1 , pp. 89-102
    • Yao, Y.L.1    Fang, X.D.2
  • 9
    • 85029973245 scopus 로고    scopus 로고
    • A new tool life criterion for tool condition monitoring using neural network
    • accepted for publication
    • Q. Zhou, G. S. Hong and M. Rahman, A new tool life criterion for tool condition monitoring using neural network, Engng Appl. Artificial Intelligence, accepted for publication.
    • Engng Appl. Artificial Intelligence
    • Zhou, Q.1    Hong, G.S.2    Rahman, M.3
  • 10
    • 0001826036 scopus 로고
    • On-line cutting state recognition using neural network
    • M. Rahman, Q. Zhou and G. S. Hong, On-line cutting state recognition using neural network, Int. J. Adv. Mfg Technol. 10, 87-92 (1995).
    • (1995) Int. J. Adv. Mfg Technol. , vol.10 , pp. 87-92
    • Rahman, M.1    Zhou, Q.2    Hong, G.S.3
  • 11
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • S. G. Mallat, A theory for multiresolution signal decomposition: the wavelet representation, IEEE Trans. Pattern Anal. Mach. Intelligence 11(7), 674-693 (1989).
    • (1989) IEEE Trans. Pattern Anal. Mach. Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.G.1
  • 12
    • 0024898232 scopus 로고
    • On the correlation bet ween dynamic cutting force and tool wear
    • L. C. Lee, K. S. Lee and C. S. Gan, On the correlation bet ween dynamic cutting force and tool wear, Int. J. Mach. Tools Manufact. 29(3), 295-303 (1989).
    • (1989) Int. J. Mach. Tools Manufact. , vol.29 , Issue.3 , pp. 295-303
    • Lee, L.C.1    Lee, K.S.2    Gan, C.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.