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Volumn 192, Issue , 2013, Pages 111-118

Force sensor based online tool wear monitoring using distributed Gaussian ARTMAP network

Author keywords

Distributed Gaussian ARTMAP; Force sensor; Monitoring; Tool wear

Indexed keywords

ARTMAP NETWORK; CLASSIFICATION ACCURACY; DISTRIBUTED DATA; FEATURE VECTORS; FORCE SENSOR; FUZZY ARTMAP; GAUSSIAN PROBABILITY; GAUSSIANS; HYPERRECTANGLES; INCREMENTAL LEARNING; INDUSTRIAL ENVIRONMENTS; LIFE-TIMES; MACHINING PROCESS; MATCH FUNCTIONS; MONITORING SYSTEM; NOISY DATA; NOISY SIGNALS; ON-LINE CLASSIFICATION; ON-LINE TOOLS; TOOL CONDITION MONITORING; TOOL WEAR; TOOL WEAR CONDITION MONITORING;

EID: 84872959214     PISSN: 09244247     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sna.2012.12.029     Document Type: Article
Times cited : (34)

References (22)
  • 1
    • 0031169083 scopus 로고    scopus 로고
    • Design of artificial neural networks for tool wear monitoring
    • K. Venkatesh, M. Zhou, and R.J. Caudill Design of artificial neural networks for tool wear monitoring Journal of Intelligent Manufacturing 8 1997 215 226 (Pubitemid 127506239)
    • (1997) Journal of Intelligent Manufacturing , vol.8 , Issue.3 , pp. 215-226
    • Venkatesh, K.1    Zhou, M.2    Caudill, R.J.3
  • 2
    • 79951810157 scopus 로고    scopus 로고
    • Force-torque based on-line tool wear estimation system for CNC milling of Inconel 718 using neural networks
    • B. Kaya, C. Oysu, and M.H. Ertunc Force-torque based on-line tool wear estimation system for CNC milling of Inconel 718 using neural networks Advances in Engineering Software 42 2011 76 84
    • (2011) Advances in Engineering Software , vol.42 , pp. 76-84
    • Kaya, B.1    Oysu, C.2    Ertunc, M.H.3
  • 6
    • 33846844788 scopus 로고    scopus 로고
    • Tool wear predictive model based on least squares support vector machines
    • DOI 10.1016/j.ymssp.2006.07.016, PII S0888327006001725
    • D. Shi, and N.N. Gindy Tool wear predictive model based on least squares support vector machines Mechanical Systems and Signal Processing 21 2007 1799 1814 (Pubitemid 46205106)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.4 , pp. 1799-1814
    • Shi, D.1    Gindy, N.N.2
  • 8
    • 34249812683 scopus 로고    scopus 로고
    • Multirate coupled hidden Markov models and their application to machining tool-wear classification
    • DOI 10.1109/TSP.2007.893972
    • O. Cetin, M. Ostendorf, and G.D. Bernard Multi-rate coupled hidden Markov models and their application to machining tool-wear classification IEEE Transactions on Signal Processing 55 2007 2885 2896 (Pubitemid 46845679)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.6 , pp. 2885-2896
    • Cetin, O.1    Ostendorf, M.2    Bernard, G.D.3
  • 9
    • 79957439082 scopus 로고    scopus 로고
    • Detection and diagnosis of bearing and cutting tool faults using hidden Markov models
    • T. Boutros, and M. Liang Detection and diagnosis of bearing and cutting tool faults using hidden Markov models Mechanical Systems and Signal Processing 25 2011 2102 2124
    • (2011) Mechanical Systems and Signal Processing , vol.25 , pp. 2102-2124
    • Boutros, T.1    Liang, M.2
  • 10
    • 84888642906 scopus 로고    scopus 로고
    • On line tool wear monitoring based on auto associative neural network
    • 10.1007/s10845-012-0636-7
    • G.F. Wang, and Y.H. Cui On line tool wear monitoring based on auto associative neural network Journal of Intelligent Manufacturing 2012 1 10 10.1007/s10845-012-0636-7
    • (2012) Journal of Intelligent Manufacturing , pp. 1-10
    • Wang, G.F.1    Cui, Y.H.2
  • 14
    • 33748597690 scopus 로고    scopus 로고
    • On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment
    • DOI 10.1016/j.neucom.2006.01.027, PII S0925231206001160, Brain Inspired Cognitive Systems Selected papers from the 1st International Conference on Brain Inspired Cognitive Systems (BICS 2004)
    • S.C. Tan, M.V.C. Rao, and C.P. Lim On the reduction of complexity in the architecture of fuzzy ARTMAP with dynamic decay adjustment Neurocomputing 69 2006 2456 2460 (Pubitemid 44375534)
    • (2006) Neurocomputing , vol.69 , Issue.16-18 , pp. 2456-2460
    • Tan, S.C.1    Rao, M.V.C.2    Lim, C.P.3
  • 17
    • 0000359973 scopus 로고    scopus 로고
    • A constructive, incremental-learning network for mixture modeling and classification
    • J.R. Williamson A constructive, incremental-learning network for mixture modeling and classification Neural Computation 9 1997 1517 1543 (Pubitemid 127462803)
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1517-1543
    • Williamson, J.R.1
  • 19
    • 34249721512 scopus 로고    scopus 로고
    • Cutting force-based real-time estimation of tool wear in face milling using a combination of signal processing techniques
    • DOI 10.1016/j.ymssp.2007.01.004, PII S0888327007000088
    • P. Bhattacharyya, D. Sengupta, and S. Mukhopadhyay Cutting force-based real-time estimation of tool wear in face milling using a combination of signal processing techniques Mechanical Systems and Signal Processing 21 2007 2665 2683 (Pubitemid 46829761)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.6 , pp. 2665-2683
    • Bhattacharyya, P.1    Sengupta, D.2    Mukhopadhyay, S.3
  • 20
    • 67349144405 scopus 로고    scopus 로고
    • Machine ensemble approach for simultaneous detection of transient and gradual abnormalities in end milling using multisensor fusion
    • S. Binsaeid, S. Asfour, S. Cho, and A. Onar Machine ensemble approach for simultaneous detection of transient and gradual abnormalities in end milling using multisensor fusion Journal of Materials Processing Technology 209 2009 4728 4738
    • (2009) Journal of Materials Processing Technology , vol.209 , pp. 4728-4738
    • Binsaeid, S.1    Asfour, S.2    Cho, S.3    Onar, A.4
  • 21
    • 67349287589 scopus 로고    scopus 로고
    • A novel fault diagnosis method of bearing based on improved fuzzy ARTMAP and modified distance discriminant technique
    • Z. Xu, J. Xuan, T. Shi, B. Wu, and Y. Hu A novel fault diagnosis method of bearing based on improved fuzzy ARTMAP and modified distance discriminant technique Expert Systems with Applications 36 2009 11801 11807
    • (2009) Expert Systems with Applications , vol.36 , pp. 11801-11807
    • Xu, Z.1    Xuan, J.2    Shi, T.3    Wu, B.4    Hu, Y.5
  • 22
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical prediction
    • M. Stone Cross-validatory choice and assessment of statistical prediction Journal of the Royal Statistical Society Series A 36 1974 111 147
    • (1974) Journal of the Royal Statistical Society Series A , vol.36 , pp. 111-147
    • Stone, M.1


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