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Volumn 15, Issue 1, 2002, Pages 119-130

AI and machine learning techniques for managing complexity, changes and uncertainties in manufacturing

Author keywords

Artificial intelligence; Intelligent manufacturing systems; Machine learning

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATION; COMPLEX NETWORKS; EXPERT SYSTEMS; FUZZY NEURAL NETWORKS; MANUFACTURE; PATTERN RECOGNITION SYSTEMS;

EID: 84945529125     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20020721-6-es-1901.01644     Document Type: Conference Paper
Times cited : (19)

References (56)
  • 1
    • 0031621768 scopus 로고    scopus 로고
    • A survey of factory control algorithms that can be implemented in a multiagent heterarchy: Dispatching, scheduling and pull
    • Baker, A.D. (1998). A survey of factory control algorithms that can be implemented in a multiagent heterarchy: dispatching, scheduling and pull, Journal of Manufacturing System 17, no. 4, 297-320.
    • (1998) Journal of Manufacturing System , vol.17 , Issue.4 , pp. 297-320
    • Baker, A.D.1
  • 5
    • 0000343985 scopus 로고
    • Analysis of sensor signals shows turning on a lathe is chaotic
    • Bukkapatnam, S. A. Lakhtakia and S. Kumara (1995). Analysis of sensor signals shows turning on a lathe is chaotic, Physics Reviews E, 52, No. 3, 2375-2387.
    • (1995) Physics Reviews E , vol.52 , Issue.3 , pp. 2375-2387
    • Bukkapatnam1    Lakhtakia, S.A.2    Kumara, S.3
  • 6
    • 0029489274 scopus 로고
    • Tool condition monitoring (TCM) - The status of research and industrial applications
    • Byrne, G., D. Dornfeld, I. Inasaki, G. Ketteler, W. König and R. Teti (1995). Tool condition monitoring (TCM) - The status of research and industrial applications, CIRP Annals, 44, No. 2, 541-568.
    • (1995) CIRP Annals , vol.44 , Issue.2 , pp. 541-568
    • Byrne, G.1    Dornfeld, D.2    Inasaki, I.3    Ketteler, G.4    König, W.5    Teti, R.6
  • 9
    • 15844405414 scopus 로고
    • Neural network sensor fusion for tool condition monitoring
    • Dornfeld, D. A. (1990). Neural network sensor fusion for tool condition monitoring, CIRP Annals, 39, No. 1, 101-105.
    • (1990) CIRP Annals , vol.39 , Issue.1 , pp. 101-105
    • Dornfeld, D.A.1
  • 12
    • 0028590749 scopus 로고
    • Real-time distributed scheduling of heterarchical manufacturing systems
    • Duffie, N. A. and V.V. Prabhu (1994). Real-time distributed scheduling of heterarchical manufacturing systems, Journal of Manufacturing Systems, 13, No. 2, 94-107.
    • (1994) Journal of Manufacturing Systems , vol.13 , Issue.2 , pp. 94-107
    • Duffie, N.A.1    Prabhu, V.V.2
  • 13
    • 0032131589 scopus 로고    scopus 로고
    • Multistrategy learning approaches to generate and tune fuzzy control structures and their applications in manufacturing
    • Egresits, Cs, L. Monostori and J. Hornyák (1998). Multistrategy learning approaches to generate and tune fuzzy control structures and their applications in manufacturing, Journal of Intelligent Manufacturing, 9, No. 4, 323-329.
    • (1998) Journal of Intelligent Manufacturing , vol.9 , Issue.4 , pp. 323-329
    • Egresits, C.S.1    Monostori, L.2    Hornyák, J.3
  • 14
    • 0020909391 scopus 로고
    • The efficient use of deficient information
    • Hatvany, J. (1983). The efficient use of deficient information, CIRP Annals, 32, No. 1, 423-425.
    • (1983) CIRP Annals , vol.32 , Issue.1 , pp. 423-425
    • Hatvany, J.1
  • 15
    • 0000759103 scopus 로고
    • Intelligence and co-operation in heterarchic manufacturing systems
    • Hatvany, J. (1985). Intelligence and co-operation in heterarchic manufacturing systems, Robotics & Computer-Integrated Manufacturing, 2, No. 2, 101-104.
    • (1985) Robotics & Computer-Integrated Manufacturing , vol.2 , Issue.2 , pp. 101-104
    • Hatvany, J.1
  • 16
    • 12444343331 scopus 로고
    • Intelligent manufacturing systems - A tentative forecast, in: A link between science and applications of automatic control
    • Helsinki, Finland
    • Hatvany, J. and L. Nemes (1978). Intelligent manufacturing systems - a tentative forecast, In: A link between science and applications of automatic control, Proc. of the VIIth IFAC World Congress, Helsinki, Finland, 2, 895-899.
    • (1978) Proc. of the VIIth IFAC World Congress , vol.2 , pp. 895-899
    • Hatvany, J.1    Nemes, L.2
  • 21
    • 0032047566 scopus 로고    scopus 로고
    • An object oriented framework for developing distributed manufacturing architectures
    • Kádár, B. L. Monostori and E. Szelke (1998). An object oriented framework for developing distributed manufacturing architectures, Journal of Intelligent Manufacturing, 9, No. 2, 173-179.
    • (1998) Journal of Intelligent Manufacturing , vol.9 , Issue.2 , pp. 173-179
    • Kádár, B.1    Monostori, L.2    Szelke, E.3
  • 25
    • 0025507031 scopus 로고
    • Machine learning approaches to knowledge synthesis and integration tasks for advanced engineering automation
    • Lu, S.C.-Y. (1990). Machine learning approaches to knowledge synthesis and integration tasks for advanced engineering automation, Computers in Industry, 15, 105-120.
    • (1990) Computers in Industry , vol.15 , pp. 105-120
    • Lu, S.C.-Y.1
  • 26
    • 0028413489 scopus 로고
    • Scheduling products with bill of material using an improved lagrangian relaxation technique
    • Luh, P. and Czerwinsky, (1994). Scheduling products with bill of material using an improved Lagrangian relaxation technique, Transactions on Robotics and Automation, 10, No. 2, p. 99.
    • (1994) Transactions on Robotics and Automation , vol.10 , Issue.2 , pp. 99
    • Luh, P.1    Czerwinsky2
  • 27
    • 0029719285 scopus 로고    scopus 로고
    • A market approach to holonic manufacturing
    • Márkus, A., T. Kis, J. Váncza and L. Monostori (1996). A market approach to holonic manufacturing, CIRP Annals, 45, No. 1, 433-436.
    • (1996) CIRP Annals , vol.45 , Issue.1 , pp. 433-436
    • Márkus, A.1    Kis, T.2    Váncza, J.3    Monostori, L.4
  • 29
    • 12444311967 scopus 로고    scopus 로고
    • Knowledge-based hybrid techniques combined with simulation: Application to robust manufacturing systems
    • Chapter 25 in the book Academic Press
    • Mezgár, I., L. Monostori, B. Kádár and Cs. Egresits, (2000). Knowledge-based hybrid techniques combined with simulation: Application to robust manufacturing systems, Chapter 25 in the book: Knowledge-based Systems, Academic Press, 755-790.
    • (2000) Knowledge-based Systems , pp. 755-790
    • Mezgár, I.1    Monostori, L.2    Kádár, B.3    Egresits, C.S.4
  • 30
    • 0022662089 scopus 로고
    • Learning procedures in machine tool monitoring
    • Monostori, L. (1986). Learning procedures in machine tool monitoring, Computers in Industry, 7, 53-64.
    • (1986) Computers in Industry , vol.7 , pp. 53-64
    • Monostori, L.1
  • 31
    • 0027151173 scopus 로고
    • A step towards intelligent manufacturing: Modelling and monitoring of manufacturing processes through artificial neural networks
    • Monostori, L. (1993). A step towards intelligent manufacturing: Modelling and monitoring of manufacturing processes through artificial neural networks, CIRP Annals, 42, No. 1, 485-488.
    • (1993) CIRP Annals , vol.42 , Issue.1 , pp. 485-488
    • Monostori, L.1
  • 32
    • 0007515015 scopus 로고
    • Hybrid AI approaches for supervision and control of manufacturing processes, key-note paper, proc
    • Miedzeszyn, Poland
    • Monostori, L. (1995). Hybrid AI approaches for supervision and control of manufacturing processes, Key-note paper, Proc. AC'95, IV Int. Conf. on Monitoring & Automation Supervision in Manufacturing, Miedzeszyn, Poland, 37-47.
    • (1995) AC'95, IV Int. Conf. on Monitoring & Automation Supervision in Manufacturing , pp. 37-47
    • Monostori, L.1
  • 34
    • 0031200433 scopus 로고    scopus 로고
    • On hybrid learning and Its application in intelligent manufacturing
    • Monostori, L. and Cs. Egresits (1997). On hybrid learning and its application in intelligent manufacturing. Computers in Industry, 33, 111-117.
    • (1997) Computers in Industry , vol.33 , pp. 111-117
    • Monostori, L.1    Egresits, C.S.2
  • 35
    • 0031619999 scopus 로고    scopus 로고
    • Approaches to manage changes and uncertainties in manufacturing
    • Monostori, L., B. Kádár and J. Hornyák (1998). Approaches to manage changes and uncertainties in manufacturing, CIRP Annals, 47, No. 1, 365-368.
    • (1998) CIRP Annals , vol.47 , Issue.1 , pp. 365-368
    • Monostori, L.1    Kádár, B.2    Hornyák, J.3
  • 38
    • 0027289930 scopus 로고
    • Development of a virtual manufacturing system by integrating product models and factory models
    • Onosato, M. and K. Iwata (1993). Development of a virtual manufacturing system by integrating product models and factory models, CIRP Annals, 42, No. 1, 475-478.
    • (1993) CIRP Annals , vol.42 , Issue.1 , pp. 475-478
    • Onosato, M.1    Iwata, K.2
  • 39
    • 0024631951 scopus 로고
    • Learning and optimisation of machining operations using computing abilities of neural networks
    • Rangwala, S.S. and D.A. Dornfeld (1989). Learning and optimisation of machining operations using computing abilities of neural networks, IEEE Trans. on SMC, 19, No. 2, 299-314.
    • (1989) IEEE Trans. on SMC , vol.19 , Issue.2 , pp. 299-314
    • Rangwala, S.S.1    Dornfeld, D.A.2
  • 41
    • 0141670011 scopus 로고
    • Learning and recognition of the cutting states by the spectrum analysis
    • Sata, T., T. Matsushima, T. Nagakura and E. Kono (1973). Learning and recognition of the cutting states by the spectrum analysis, CIRP Annals, 22, No. 1, 41-42.
    • (1973) CIRP Annals , vol.22 , Issue.1 , pp. 41-42
    • Sata, T.1    Matsushima, T.2    Nagakura, T.3    Kono, E.4
  • 42
    • 0034249984 scopus 로고    scopus 로고
    • Enhancing the performance of an agent-based manufacturing system through learning and forecasting
    • Shen, W., F. Maturana and D.H. Norrie (2000). Enhancing the performance of an agent-based manufacturing system through learning and forecasting, Journal of Intelligent Manufacturing, 11, 365-380.
    • (2000) Journal of Intelligent Manufacturing , vol.11 , pp. 365-380
    • Shen, W.1    Maturana, F.2    Norrie, D.H.3
  • 43
    • 0002599654 scopus 로고
    • Why should machines learn?
    • (R. Michalski, J. Carbonell, T. Mitchell, eds) Tioga Press
    • Simon, H.A. (1983). Why should machines learn? In: Machine Learning: An Artificial Intelligence Approach, (R. Michalski, J. Carbonell, T. Mitchell, eds) Tioga Press, 25-38.
    • (1983) Machine Learning: An Artificial Intelligence Approach , pp. 25-38
    • Simon, H.A.1
  • 44
    • 0141558653 scopus 로고    scopus 로고
    • Reactive scheduling in real-time production control
    • Chapter (P. Bandimarte, A. Villa, eds), Springer
    • Szelke, E. and L. Monostori (1999). Reactive scheduling in real-time production control, Chapter in: Modeling Manufacturing Systems, (P. Bandimarte, A. Villa, eds), Springer, 65-113.
    • (1999) Modeling Manufacturing Systems , pp. 65-113
    • Szelke, E.1    Monostori, L.2
  • 47
    • 0035662013 scopus 로고    scopus 로고
    • Emergent synthesis methodologies for manufacturing
    • (in print)
    • Ueda, K., A. Márkus, L. Monostori, H.J.J. Kals and T. Arai (2001). Emergent synthesis methodologies for manufacturing, CIRP Annals, 50, No. 2, (in print)
    • (2001) CIRP Annals , vol.50 , Issue.2
    • Ueda, K.1    Márkus, A.2    Monostori, L.3    Kals, H.J.J.4    Arai, T.5
  • 49
    • 0020800182 scopus 로고
    • Co-operative systems - An evolutionary perspective
    • Vámos, T. (1983). Co-operative systems - An evolutionary perspective, IEEE Continuous Systems Magazine, 3, No. 2, 9-14.
    • (1983) IEEE Continuous Systems Magazine , vol.3 , Issue.2 , pp. 9-14
    • Vámos, T.1
  • 54
    • 0028735411 scopus 로고
    • Management and control of complexity in manufacturing
    • Wiendahl, H.-P. and P. Scholtissek (1994). Management and control of complexity in manufacturing, CIRP Annals, 43, No. 2, 533-540.
    • (1994) CIRP Annals , vol.43 , Issue.2 , pp. 533-540
    • Wiendahl, H.-P.1    Scholtissek, P.2
  • 56
    • 0006111669 scopus 로고
    • Recognition of cutting states for the difficult-to-cut materials, application of the pattern recognition techniques
    • Zhang, Y. Z., Z.F. Liu, L.X. Pau, Y.I. Liu and W.B. Yang (1982). Recognition of cutting states for the difficult-to-cut materials, Application of the pattern recognition techniques, CIRP Annals, 31, No. 1, 97-101.
    • (1982) CIRP Annals , vol.31 , Issue.1 , pp. 97-101
    • Zhang, Y.Z.1    Liu, Z.F.2    Pau, L.X.3    Liu, Y.I.4    Yang, W.B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.