메뉴 건너뛰기




Volumn 20, Issue 3, 2009, Pages 404-412

A neural network forecasting model for consumable parts in semiconductor manufacturing

Author keywords

Forecasting; Maintenance; Manufacturing systems; Neural nets; Taiwan

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; DESIGN/METHODOLOGY/APPROACH; FORECAST MODEL; FORECASTING MODELS; FUNDAMENTAL CONCEPTS; HIDDEN LAYERS; INITIAL VALUES; MANAGEMENT PROBLEMS; MANUFACTURING PROCESS; MANUFACTURING SYSTEMS; NEURAL NETS; NEURAL NETWORK ANALYSIS; NEURAL NETWORK FORECAST; NEURAL NETWORK LEARNING; PROBE CARDS; PRODUCTION DATA; RESEARCH SUPPORT; SEMI-CONDUCTOR WAFER; SEMICONDUCTOR INDUSTRY; SEMICONDUCTOR MANUFACTURING; SIMULATION MODEL; TAIWAN;

EID: 70349199759     PISSN: 1741038X     EISSN: None     Source Type: Journal    
DOI: 10.1108/17410380910936828     Document Type: Article
Times cited : (7)

References (15)
  • 2
    • 0032665853 scopus 로고    scopus 로고
    • Qualitative company performance evaluation: Linear discriminant analysis and neural network models
    • Bertel, K.J. and Mneuberg, L.L. (1999), "Qualitative company performance evaluation: linear discriminant analysis and neural network models", European Journal of Operational Research, Vol. 115 No. 3, pp. 608-15.
    • (1999) European Journal of Operational Research , vol.115 , Issue.3 , pp. 608-615
    • Bertel, K.J.1    Mneuberg, L.L.2
  • 4
    • 0036604737 scopus 로고    scopus 로고
    • Estimation of all-terminal network reliability using an artificial neural network
    • Chat, S., Konak, A. and Smith, A.E. (2002), "Estimation of all-terminal network reliability using an artificial neural network", Computers & Operations Research, Vol. 29, pp. 849-68.
    • (2002) Computers & Operations Research , vol.29 , pp. 849-868
    • Chat, S.1    Konak, A.2    Smith, A.E.3
  • 6
    • 0042430207 scopus 로고    scopus 로고
    • Artificial neural networks for job shop simulation
    • Fonseca, D.J. and Navaresse, D. (2002), "Artificial neural networks for job shop simulation", Advanced Engineering Informatics, Vol. 16, pp. 241-6.
    • (2002) Advanced Engineering Informatics , vol.16 , pp. 241-246
    • Fonseca, D.J.1    Navaresse, D.2
  • 7
    • 0036565786 scopus 로고    scopus 로고
    • A condition-based maintenance policy for stochastically deteriorating systems
    • Grall, A., Berenguer, C. and Dieulle, L. (2002), "A condition-based maintenance policy for stochastically deteriorating systems", Reliability Engineering & System Safety, Vol. 76, pp. 167-80.
    • (2002) Reliability Engineering & System Safety , vol.76 , pp. 167-180
    • Grall, A.1    Berenguer, C.2    Dieulle, L.3
  • 8
    • 9444284317 scopus 로고    scopus 로고
    • Assessing effort estimation models for corrective maintenance through empirical studies
    • Lucia, A.D., Pompella, E. and Stefanucci, S. (2005), "Assessing effort estimation models for corrective maintenance through empirical studies", Information and Software Technology, Vol. 47 No. 1, pp. 31-3.
    • (2005) Information and Software Technology , vol.47 , Issue.1 , pp. 31-33
    • Lucia, A.D.1    Pompella, E.2    Stefanucci, S.3
  • 9
    • 0033117677 scopus 로고    scopus 로고
    • An improved neural classification network for the two-group problem
    • Managiameli, P.W. (1999), "An improved neural classification network for the two-group problem", Computers & Operations Research, Vol. 26 No. 5, pp. 443-60.
    • (1999) Computers & Operations Research , vol.26 , Issue.5 , pp. 443-460
    • Managiameli, P.W.1
  • 10
    • 9644307981 scopus 로고    scopus 로고
    • Implementation and benefits of introducing a computerized maintenance management system into a textile manufacturing company
    • O'Donoghue, C.D. and Prendergast, J.G. (2004), "Implementation and benefits of introducing a computerized maintenance management system into a textile manufacturing company", Journal of Materials Processing Technology, Vol. 153-154, pp. 226-32.
    • (2004) Journal of Materials Processing Technology , vol.153 , pp. 226-232
    • O'donoghue, C.D.1    Prendergast, J.G.2
  • 11
    • 0032021890 scopus 로고    scopus 로고
    • Using feature construction to improve the performance of neural network
    • Priamuthm, S., Ragavan, H. and Shaw, M.J. (1998), "Using feature construction to improve the performance of neural network", Management Science, Vol. 44 No. 3, pp. 416-30.
    • (1998) Management Science , vol.44 , Issue.3 , pp. 416-430
    • Priamuthm, S.1    Ragavan, H.2    Shaw, M.J.3
  • 12
    • 2442663120 scopus 로고    scopus 로고
    • Joint optimization of preventive maintenance and inventory control in a production line using simulation
    • Rezg, N., Xie, X. and Mait, Y. (2004), "Joint optimization of preventive maintenance and inventory control in a production line using simulation", International Journal of Production Research, Vol. 42 No. 10, pp. 2029-46.
    • (2004) International Journal of Production Research , vol.42 , Issue.10 , pp. 2029-2046
    • Rezg, N.1    Xie, X.2    Mait, Y.3
  • 15
    • 33744831752 scopus 로고    scopus 로고
    • Machine number, priority rule, and due date determination in flexible manufacturing systems using artificial neural networks
    • Yildirim, M.B., Cakar, T., Doguc, U. and Meza, J.C. (2006), "Machine number, priority rule, and due date determination in flexible manufacturing systems using artificial neural networks", Computers & Industrial Engineering., Vol. 50, pp. 185-94.
    • (2006) Computers & Industrial Engineering , vol.50 , pp. 185-194
    • Yildirim, M.B.1    Cakar, T.2    Doguc, U.3    Meza, J.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.