메뉴 건너뛰기




Volumn 35, Issue 1, 2011, Pages 13-26

Merged neural decision system and anfis wear predictor for supporting tool condition monitoring

Author keywords

ANFIS; End milling; Neural network; Tool condition monitoring (TCM); Tool deflection; Wear

Indexed keywords


EID: 79954592886     PISSN: 13331124     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (17)
  • 1
    • 57949095254 scopus 로고    scopus 로고
    • Intelligent classification of cutting tool wear states
    • Fu, P., Hope, A.D. (2008). Intelligent Classification of Cutting Tool Wear States. Advances in Neural Networks, vol. 39, p. 1611-3349.
    • (2008) Advances in Neural Networks , vol.39 , pp. 1611-3349
    • Fu, P.1    Hope, A.D.2
  • 3
    • 79952162143 scopus 로고    scopus 로고
    • Multi-sensor integration for on-line tool wear estimation through artificial neural networks and fuzzy neural network
    • Kuo, R. J. (2003). Multi-sensor integration for on-line tool wear estimation through artificial neural networks and fuzzy neural network. Engineering Applications of Artificial Intelligence, vol. 3, p. 49-261.
    • (2003) Engineering Applications of Artificial Intelligence , vol.3 , pp. 49-261
    • Kuo, R.J.1
  • 5
    • 0036379987 scopus 로고    scopus 로고
    • Cutting forces and their influence on the economics of machining
    • Kopac, J. (2002). Cutting forces and their influence on the economics of machining. Strojniški vestnik - Journal of Mechanical Engineering, vol. 48, no. 3, p. 72-79.
    • (2002) Strojniški Vestnik - Journal of Mechanical Engineering , vol.48 , Issue.3 , pp. 72-79
    • Kopac, J.1
  • 6
    • 33845676979 scopus 로고    scopus 로고
    • Comparison of fuzzy expert system based strategies of offline and online estimation of flank wear in hard milling process
    • DOI 10.1016/j.eswa.2006.04.003, PII S0957417406001199
    • Iqbal, A., He, N., Dar, N. U., Li, L. (2009). Comparison of fuzzy expert system based strategies of offline and online estimation of flank wear in hard milling process. Expert Systems with Applications, vol. 33, p. 61-66. (Pubitemid 44959917)
    • (2007) Expert Systems with Applications , vol.33 , Issue.1 , pp. 61-66
    • Iqbal, A.1    He, N.2    Dar, N.U.3    Li, L.4
  • 7
    • 0038348340 scopus 로고    scopus 로고
    • Intelligent process supervision for predicting tool wear in machining processes
    • Haber, R.E., Alique, A. (2005). Intelligent process supervision for predicting tool wear in machining processes. Mechatronics, vol. 13, p. 825-849.
    • (2005) Mechatronics , vol.13 , pp. 825-849
    • Haber, R.E.1    Alique, A.2
  • 8
    • 0042911850 scopus 로고    scopus 로고
    • The investigation on the prediction of tool wear and the determination of optimum cutting conditions in machining 17-4PH stainless steel
    • Chien, W. T., Tsai, C. S. (2005). The investigation on the prediction of tool wear and the determination of optimum cutting conditions in machining 17-4PH stainless steel. Journal of Materials Processing Technology, vol. 140, p. 340-345.
    • (2005) Journal of Materials Processing Technology , vol.140 , pp. 340-345
    • Chien, W.T.1    Tsai, C.S.2
  • 9
    • 48849113199 scopus 로고    scopus 로고
    • Adaptive self-learning controller design for feedrate maximization of machining process
    • Cuš, F., Župerl, U. (2007). Adaptive self-learning controller design for feedrate maximization of machining process. Advances in Production Engineering & Management, vol. 2, no. 1, p. 18-27.
    • (2007) Advances in Production Engineering & Management , vol.2 , Issue.1 , pp. 18-27
    • Cuš, F.1    Župerl, U.2
  • 10
    • 45149083382 scopus 로고    scopus 로고
    • Simulation of cutting forces for complex surfaces in ball-end milling
    • Smaoui, M., Bouaziz, Z., Zghal, A. (2008). Simulation of cutting forces for complex surfaces in ball-end milling. International Journal of Simulation Modelling, vol. 7, no. 2, p. 93-105.
    • (2008) International Journal of Simulation Modelling , vol.7 , Issue.2 , pp. 93-105
    • Smaoui, M.1    Bouaziz, Z.2    Zghal, A.3
  • 11
    • 9444285555 scopus 로고    scopus 로고
    • Tool cutting force modelling in ball-end milling using multilevel perceptron
    • Župerl, U., Cuš, F. (2004). Tool cutting force modelling in ball-end milling using multilevel perceptron. J. mater. process. technol., vol. 153/154, p. 268-275.
    • (2004) J. mater. process. technol. , vol.153-154 , pp. 268-275
    • Župerl, U.1    Cuš, F.2
  • 13
    • 0038678232 scopus 로고    scopus 로고
    • Fuzzy surface roughness modeling of CNC down milling of Alumic-79
    • Dweiri, F., Al-Jarrah, M., Al-Wedyan, H. (2001). Fuzzy surface roughness modeling of CNC down milling of Alumic-79. J. mater. process. technol, vol. 133, p. 266-275.
    • (2001) J. mater. process. technol , vol.133 , pp. 266-275
    • Dweiri, F.1    Al-Jarrah, M.2    Al-Wedyan, H.3
  • 14
    • 58849129653 scopus 로고    scopus 로고
    • Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods
    • Shoorehdeli, M. A., Teshnehlab, M., Sedigh, A. K., Khanesar, A. (2009). Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods. Applied Soft Computing, vol. 9, no. 2, p. 833-850.
    • (2009) Applied Soft Computing , vol.9 , Issue.2 , pp. 833-850
    • Shoorehdeli, M.A.1    Teshnehlab, M.2    Sedigh, A.K.3    Khanesar, A.4
  • 16
    • 33746061429 scopus 로고    scopus 로고
    • Optimisation of cutting parameters in high speed milling process by GA
    • Milfelner, M., Zuperl, U., Cus, F. (2004). Optimisation of cutting parameters in high speed milling process by GA. International Journal of Simulation Modelling, vol. 3, no. 4, p. 121-131.
    • (2004) International Journal of Simulation Modelling , vol.3 , Issue.4 , pp. 121-131
    • Milfelner, M.1    Zuperl, U.2    Cus, F.3
  • 17
    • 0141754071 scopus 로고    scopus 로고
    • The effects of tool flank wear on the orthogonal cutting process and its practical implications
    • Wang, J., Huang, C.Z., Song, W.G. (2003). The effects of tool flank wear on the orthogonal cutting process and its practical implications. Journal of Materials Processing Technology, vol. 142, p. 338-346.
    • (2003) Journal of Materials Processing Technology , vol.142 , pp. 338-346
    • Wang, J.1    Huang, C.Z.2    Song, W.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.