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Volumn 64, Issue 5-8, 2013, Pages 1169-1175

Monitoring and diagnosis of the tapping process for product quality and automated manufacturing

Author keywords

Neuro fuzzy systems; Sequential forward search

Indexed keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; AUTOMATED MANUFACTURING; FEATURE SETS; LATERAL FORCE; MONITORING AND DIAGNOSIS; NEUROFUZZY SYSTEM; SEQUENTIAL FORWARD SEARCH; SEQUENTIAL FORWARD SEARCH ALGORITHMS; TAPPING PROCESS; TAPPING TORQUES; THRUST FORCES;

EID: 84873733387     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-012-4058-7     Document Type: Article
Times cited : (24)

References (45)
  • 1
    • 0016926830 scopus 로고
    • Fundamentals of taps and tapping
    • Baker A (1976) Fundamentals of taps and tapping. Cutting Tool Engineering 28(3-4):6-10
    • (1976) Cutting Tool Engineering , vol.28 , Issue.3-4 , pp. 6-10
    • Baker, A.1
  • 2
    • 0033337557 scopus 로고    scopus 로고
    • Mechanistic model for tapping process with emphasis on process faults and hole geometry
    • 14-19 Nov
    • Dogra APS, Kapoor SG, DeVor RE (1999) Mechanistic model for tapping process with emphasis on process faults and hole geometry. Proceedings of the 1999 ASME MED10, 14-19 Nov, 271-283
    • (1999) Proceedings of the 1999 ASME MED10 , pp. 271-283
    • Aps, D.1    Kapoor, S.G.2    Devor, R.E.3
  • 3
    • 17444417041 scopus 로고    scopus 로고
    • Monitoring of self-tapping screw fastenings using artificial neural networks
    • 10.1115/1.1831286
    • Althoefer K, Lara B, Seneviratne LD (2005) Monitoring of self-tapping screw fastenings using artificial neural networks. J Manuf Sci Eng 127:236-243
    • (2005) J Manuf Sci Eng , vol.127 , pp. 236-243
    • Althoefer, K.1    Lara, B.2    Seneviratne, L.D.3
  • 4
    • 33745120509 scopus 로고    scopus 로고
    • An experimental investigation on wear aspects of tapping operation on hardened steels
    • 10.1080/10910340600710097
    • Coelho RT, Arai R, Watanuki HM, Borges E (2006) An experimental investigation on wear aspects of tapping operation on hardened steels. Mach Sci Technol 10(6):235-250
    • (2006) Mach Sci Technol , vol.10 , Issue.6 , pp. 235-250
    • Coelho, R.T.1    Arai, R.2    Watanuki, H.M.3    Borges, E.4
  • 5
    • 77949487508 scopus 로고    scopus 로고
    • A cutter tool monitoring in machining process using Hilbert-Huang transform
    • 10.1016/j.ijmachtools.2010.01.006
    • Kalvoda T, Hwang YR (2010) A cutter tool monitoring in machining process using Hilbert-Huang transform. Int J Mach Tool Manuf 50(5):495-501
    • (2010) Int J Mach Tool Manuf , vol.50 , Issue.50 , pp. 495-501
    • Kalvoda, T.1    Hwang, Y.R.2
  • 6
    • 77955333099 scopus 로고    scopus 로고
    • Online degradation assessment and adaptive fault detection using modified hidden Markov model
    • Lee S, Li L, Ni J (2010) Online degradation assessment and adaptive fault detection using modified hidden Markov model. ASME J Manufact Sci Eng 132:021010-1-021010-11
    • (2010) ASME J Manufact Sci Eng , vol.132 , pp. 0210101-02101011
    • Lee, S.1    Li, L.2    Ni, J.3
  • 7
    • 0037210765 scopus 로고    scopus 로고
    • Diagnosis of tapping process using spindle motor current
    • 10.1016/S0890-6955(02)00142-6
    • Li W, Li D, Ni J (2003) Diagnosis of tapping process using spindle motor current. Int J Mach Tool Manuf 43:73-79
    • (2003) Int J Mach Tool Manuf , vol.43 , pp. 73-79
    • Li, W.1    Li, D.2    Ni, J.3
  • 8
    • 35548929472 scopus 로고    scopus 로고
    • End milling tool breakage detection using lifting scheme and Mahalanobis distance
    • 10.1016/j.ijmachtools.2007.09.001
    • Cao H, Chen X, Zi Y, Ding F, Chen H, Tan J, He Z (2008) End milling tool breakage detection using lifting scheme and Mahalanobis distance. Int J Mach Tool Manuf 48:141-151
    • (2008) Int J Mach Tool Manuf , vol.48 , pp. 141-151
    • Cao, H.1    Chen, X.2    Zi, Y.3    Ding, F.4    Chen, H.5    Tan, J.6    He, Z.7
  • 10
    • 0032014722 scopus 로고    scopus 로고
    • Experimental evaluation of a structural-based connectionist network for fault diagnosis of helicopter gearboxes
    • 10.1115/1.2826660
    • Jammu VB, Danai K, Lewicki DG (1998) Experimental evaluation of a structural-based connectionist network for fault diagnosis of helicopter gearboxes. ASME J Mech Des 120(1):106-112
    • (1998) ASME J Mech des , vol.120 , Issue.1 , pp. 106-112
    • Jammu, V.B.1    Danai, K.2    Lewicki, D.G.3
  • 11
    • 77952092702 scopus 로고    scopus 로고
    • Self adaptive diagnosis of tool wear with a microcontroller
    • 10.1007/s10845-008-0195-0
    • Jantunen E, Vaajoensuu E (2010) Self adaptive diagnosis of tool wear with a microcontroller. J Intell Manuf 21(2):223-230
    • (2010) J Intell Manuf , vol.21 , Issue.2 , pp. 223-230
    • Jantunen, E.1    Vaajoensuu, E.2
  • 12
    • 0034297837 scopus 로고    scopus 로고
    • Neural-network-based motor rolling bearing fault diagnosis
    • 10.1109/41.873214
    • Li B, Chow MY, Tipsuwan Y, Hung JC (2000) Neural-network-based motor rolling bearing fault diagnosis. IEEE Trans Ind Electron 47(5):1060-1069
    • (2000) IEEE Trans Ind Electron , vol.47 , Issue.5 , pp. 1060-1069
    • Li, B.1    Chow, M.Y.2    Tipsuwan, Y.3    Hung, J.C.4
  • 13
    • 46249088112 scopus 로고    scopus 로고
    • Design of neural network-based estimator for tool wear modeling in hard turning
    • 10.1007/s10845-008-0090-8
    • Wang X, Wang W, Huang Y, Nguyen N, Krishnakumar K (2008) Design of neural network-based estimator for tool wear modeling in hard turning. J Intell Manuf 19(4):383-396
    • (2008) J Intell Manuf , vol.19 , Issue.4 , pp. 383-396
    • Wang, X.1    Wang, W.2    Huang, Y.3    Nguyen, N.4    Krishnakumar, K.5
  • 14
    • 0033872261 scopus 로고    scopus 로고
    • An effective fuzzy-nets training scheme for monitoring tool breakage
    • 10.1023/A:1008908309585
    • Chen JC (2000) An effective fuzzy-nets training scheme for monitoring tool breakage. J Intell Manuf 11:85-101
    • (2000) J Intell Manuf , vol.11 , pp. 85-101
    • Chen, J.C.1
  • 15
    • 35348863189 scopus 로고    scopus 로고
    • Prediction of drill failure using features extraction in time and frequency domains of feed motor current
    • 10.1016/j.ijmachtools.2007.08.009
    • Choi YJ, Park MS, Chu CN (2008) Prediction of drill failure using features extraction in time and frequency domains of feed motor current. Int J Mach Tool Manuf 48:29-39
    • (2008) Int J Mach Tool Manuf , vol.48 , pp. 29-39
    • Choi, Y.J.1    Park, M.S.2    Chu, C.N.3
  • 16
    • 33749663437 scopus 로고    scopus 로고
    • Tool vibration detection with eddy current sensors in machining process and computation of stability lobes using fuzzy classifiers
    • 10.1016/j.ymssp.2005.11.007
    • Devillez A, Dudzinski D (2008) Tool vibration detection with eddy current sensors in machining process and computation of stability lobes using fuzzy classifiers. Mech Syst Signal Process 21:441-456
    • (2008) Mech Syst Signal Process , vol.21 , pp. 441-456
    • Devillez, A.1    Dudzinski, D.2
  • 19
    • 0346924362 scopus 로고    scopus 로고
    • A neuro-fuzzy system for tool condition monitoring in metal cutting
    • 10.1115/1.1363599
    • Mesina OS, Langari R (2001) A neuro-fuzzy system for tool condition monitoring in metal cutting. J Manuf Sci Eng 123:312-318
    • (2001) J Manuf Sci Eng , vol.123 , pp. 312-318
    • Mesina, O.S.1    Langari, R.2
  • 20
    • 58549118249 scopus 로고    scopus 로고
    • Cutting parameters analysis for the development of a milling process monitoring system based on audible energy sound
    • 10.1007/s10845-008-0102-8
    • Rubio EM, Teti R (2009) Cutting parameters analysis for the development of a milling process monitoring system based on audible energy sound. J Intell Manuf 20(1):43-45
    • (2009) J Intell Manuf , vol.20 , Issue.1 , pp. 43-45
    • Rubio, E.M.1    Teti, R.2
  • 21
    • 39449098498 scopus 로고    scopus 로고
    • Cutting tool wear estimation for turning
    • 10.1007/s10845-007-0048-2
    • Sharma VS, Sharma SK, Sharma AK (2008) Cutting tool wear estimation for turning. J Intell Manuf 19(1):99-108
    • (2008) J Intell Manuf , vol.19 , Issue.1 , pp. 99-108
    • Sharma, V.S.1    Sharma, S.K.2    Sharma, A.K.3
  • 22
    • 0036664145 scopus 로고    scopus 로고
    • Review on-line and indirect tool wear monitoring in turning with artificial neural networks: A review of more than a decade of research
    • 10.1006/mssp.2001.1460
    • Sick B (2002) Review on-line and indirect tool wear monitoring in turning with artificial neural networks: a review of more than a decade of research. Mech Syst Signal Process 16(4):487-546
    • (2002) Mech Syst Signal Process , vol.16 , Issue.4 , pp. 487-546
    • Sick, B.1
  • 23
    • 49749103098 scopus 로고    scopus 로고
    • Automated sensor selection and fusion for monitoring and diagnostics of plunge grinding
    • Subrahmanya N, Shin YC (2008) Automated sensor selection and fusion for monitoring and diagnostics of plunge grinding. ASME J Manufact Sci Eng 130:031014-1-031014-11
    • (2008) ASME J Manufact Sci Eng , vol.130 , pp. 0310141-03101411
    • Subrahmanya, N.1    Shin, Y.C.2
  • 24
    • 77955291947 scopus 로고    scopus 로고
    • Endmill condition monitoring and failure forecasting method for curvilinear cuts of nonconstant radii
    • Suprock CA, Roth JT, Downey LM (2009) Endmill condition monitoring and failure forecasting method for curvilinear cuts of nonconstant radii. ASME J Manufact Sci Eng 131:021003-1-021003-8
    • (2009) ASME J Manufact Sci Eng , vol.131 , pp. 0210031-0210038
    • Suprock, C.A.1    Roth, J.T.2    Downey, L.M.3
  • 25
    • 0034516536 scopus 로고    scopus 로고
    • Tool condition monitoring using reflectance of chip surface and neural network
    • 10.1023/A:1026583821221
    • Yeo SH, Khoo LP, Neo SS (2000) Tool condition monitoring using reflectance of chip surface and neural network. J Intell Manuf 11:507-514
    • (2000) J Intell Manuf , vol.11 , pp. 507-514
    • Yeo, S.H.1    Khoo, L.P.2    Neo, S.S.3
  • 26
    • 0001168344 scopus 로고
    • Diagnosis of the tapping process by information measure and probability voting approach
    • 10.1115/1.2899594
    • Chen YB, Sha JL, Wu SM (1990) Diagnosis of the tapping process by information measure and probability voting approach. J Eng Ind 122:319-325
    • (1990) J Eng Ind , vol.122 , pp. 319-325
    • Chen, Y.B.1    Sha, J.L.2    Wu, S.M.3
  • 27
    • 0028491334 scopus 로고
    • Intelligent recognition of drill wear states
    • 10.1007/BF02645315
    • Liu TI, Chen WY, Ko EJ (1994) Intelligent recognition of drill wear states. ASM J Mater Eng Perform 3:490-495
    • (1994) ASM J Mater Eng Perform , vol.3 , pp. 490-495
    • Liu, T.I.1    Chen, W.Y.2    Ko, E.J.3
  • 28
    • 13644261661 scopus 로고
    • Intelligent monitoring of tapping tools
    • 10.1007/BF02833821
    • Liu TI, Ko EJ, Sha SL (1990) Intelligent monitoring of tapping tools. J Mater Shap Technol 8:249-254
    • (1990) J Mater Shap Technol , vol.8 , pp. 249-254
    • Liu, T.I.1    Ko, E.J.2    Sha, S.L.3
  • 29
    • 0025840815 scopus 로고
    • Diagnosis of tapping operations using an AI approach
    • 10.1007/BF02833631
    • Liu TI, Ko EJ, Sha SL (1991) Diagnosis of tapping operations using an AI approach. J Mater Shap Technol 9:39-46
    • (1991) J Mater Shap Technol , vol.9 , pp. 39-46
    • Liu, T.I.1    Ko, E.J.2    Sha, S.L.3
  • 30
    • 0038320793 scopus 로고    scopus 로고
    • Enhancement of drilling safety and quality using online sensors and artificial neural networks
    • Liu TI, Kumagai A, Lee C (2003) Enhancement of drilling safety and quality using online sensors and artificial neural networks. Int J Occup Saf Ergon (JOSE) 9(1):37-56
    • (2003) Int J Occup Saf Ergon (JOSE) , vol.9 , Issue.1 , pp. 37-56
    • Liu, T.I.1    Kumagai, A.2    Lee, C.3
  • 31
    • 0036027397 scopus 로고    scopus 로고
    • On-line tool wear estimation in CNC turning operations using fuzzy neural network model
    • 10.1016/S0890-6955(01)00096-7
    • Chungchoo C, Saini D (2002) On-line tool wear estimation in CNC turning operations using fuzzy neural network model. Int J Mach Tool Manuf 42:29-40
    • (2002) Int J Mach Tool Manuf , vol.42 , pp. 29-40
    • Chungchoo, C.1    Saini, D.2
  • 32
    • 1842541673 scopus 로고    scopus 로고
    • Development of a fuzzy-neuro system for parameter resetting of injection molding
    • 10.1115/1.1286732
    • He W, Zhang YF, Lee KS, Liu TI (2001) Development of a fuzzy-neuro system for parameter resetting of injection molding. J Manuf Sci Eng 123:110-118
    • (2001) J Manuf Sci Eng , vol.123 , pp. 110-118
    • He, W.1    Zhang, Y.F.2    Lee, K.S.3    Liu, T.I.4
  • 33
    • 30844450339 scopus 로고    scopus 로고
    • Control of shape memory alloy actuators with a neuro-fuzzy feedforward model element
    • 10.1007/s10845-005-5512-2
    • Kumagai A, Liu TI, Hozian P (2006) Control of shape memory alloy actuators with a neuro-fuzzy feedforward model element. J Intell Manuf 17:45-56
    • (2006) J Intell Manuf , vol.17 , pp. 45-56
    • Kumagai, A.1    Liu, T.I.2    Hozian, P.3
  • 34
    • 85013611443 scopus 로고    scopus 로고
    • Monitoring and diagnosis of roller bearing conditions using neural networks and soft computing
    • 10.1007/11553939-1
    • Liu TI, Ordukhani F, Jani D (2005) Monitoring and diagnosis of roller bearing conditions using neural networks and soft computing. Int J Knowl Base Intell Eng Syst 9:1-9
    • (2005) Int J Knowl Base Intell Eng Syst , vol.9 , pp. 1-9
    • Liu, T.I.1    Ordukhani, F.2    Jani, D.3
  • 36
    • 3543081082 scopus 로고    scopus 로고
    • Intelligent condition monitoring using fuzzy inductive learning
    • 10.1023/B:JIMS.0000026574.95637.36
    • Peng Y (2004) Intelligent condition monitoring using fuzzy inductive learning. J Intell Manuf 15:373-380
    • (2004) J Intell Manuf , vol.15 , pp. 373-380
    • Peng, Y.1
  • 37
    • 75949118135 scopus 로고    scopus 로고
    • Parametric design with neural network relationships and fuzzy relationships considering uncertainties
    • 10.1016/j.compind.2009.10.005
    • Zhao D, Xue D (2010) Parametric design with neural network relationships and fuzzy relationships considering uncertainties. Comput Ind 61:287-296
    • (2010) Comput Ind , vol.61 , pp. 287-296
    • Zhao, D.1    Xue, D.2
  • 39
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • 10.1109/21.256541
    • Jang JS (1993) ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans Syst Man Cybern 23(3):665-685
    • (1993) IEEE Trans Syst Man Cybern , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.S.1
  • 42
    • 84918441630 scopus 로고
    • Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
    • 0152.18206 10.1109/PGEC.1965.264137
    • Cover TM (1965) Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition. IEEE Trans Comput 14:326-334
    • (1965) IEEE Trans Comput , vol.14 , pp. 326-334
    • Cover, T.M.1
  • 44
    • 0015125457 scopus 로고
    • A direct method of non-parametric measurement selection
    • 373782 0227.68047 10.1109/T-C.1971.223410
    • Whitney A (1971) A direct method of non-parametric measurement selection. IEEE Trans Comput 20:1100-1103
    • (1971) IEEE Trans Comput , vol.20 , pp. 1100-1103
    • Whitney, A.1


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