PROACTIVE APPROACH TO MANUFACTURING PLANNING

被引:12
|
作者
Bubenik, Peter [1 ]
Horak, Filip [1 ]
机构
[1] Univ Zilina, Fac Mech Engn, Dept Ind Engn, Univ 1, Zilina 01026, Slovakia
关键词
Data mining; Knowledge-based system; Proactive approach; Production planning;
D O I
10.12776/QIP.V18I1.208
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Proposed concept of proactive manufacturing planning uses sets of knowledge to create plan. These sets of knowledge are gained from transformation of historical data of selected indicators. This concept uses the analysis of occurred events, which is done by applying data mining methods to known historical data. Results of analysis are then recorded into knowledge-based system for further use. Application of data mining techniques helps to find hidden relationships with high influence on final decision of planner. This concept aims to navigate planner during creation of real plans resulting from real situations. Unknown situations are modelled using simulation module.
引用
收藏
页码:23 / 32
页数:10
相关论文
共 50 条
  • [21] METHODOLOGICAL APPROACH TO PLANNING AND JUSTIFYING TECHNOLOGICAL INNOVATION IN MANUFACTURING
    VILLA, A
    ROSSETTO, S
    LUCERTINI, M
    TELMON, D
    COMPUTER INTEGRATED MANUFACTURING SYSTEMS, 1991, 4 (04): : 221 - 228
  • [23] A new approach to manufacturing features for evaluation and operational planning
    Roberts, CA
    Stage, R
    Hubele, N
    Henderson, M
    Perez, E
    PRODUCT MODELING FOR COMPUTER INTEGRATED DESIGN AND MANUFACTURE, 1997, : 429 - 438
  • [24] An agent based optimization approach to manufacturing process planning
    Deshpande, S
    Cagan, J
    JOURNAL OF MECHANICAL DESIGN, 2004, 126 (01) : 46 - 55
  • [26] AN APPROACH TO HIERARCHICAL PLANNING AND SCHEDULING FOR FLEXIBLE MANUFACTURING CELLS
    JUAN, ZL
    QI, WN
    SONG, XJ
    IFIP TRANSACTIONS B-APPLICATIONS IN TECHNOLOGY, 1992, 1 : 265 - 272
  • [27] PLANNING TOOL REQUIREMENTS FOR FLEXIBLE MANUFACTURING - AN ANALYTICAL APPROACH
    ZAVANELLA, L
    BUGINI, A
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1992, 30 (06) : 1401 - 1414
  • [28] A GRAPH GRAMMAR BASED APPROACH TO AUTOMATED MANUFACTURING PLANNING
    Fu, Wentao
    Eftekharian, Ata A.
    Radhakrishnan, Pradeep
    Campbell, Matthew I.
    Fritz, Christian
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2012, VOL 3, PTS A AND B, 2012, : 77 - +
  • [29] A MULTIPLE CRITERIA APPROACH FOR PRODUCTION PLANNING OF AUTOMATED MANUFACTURING
    OGRADY, PJ
    MENON, U
    ENGINEERING OPTIMIZATION, 1985, 8 (02) : 161 - 175
  • [30] A finite capacity production planning approach for semiconductor manufacturing
    Habla, C.
    Moench, L.
    Driessel, R.
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING, VOLS 1-3, 2007, : 401 - 406