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
  • [41] Proactive expediting policies for recoverable manufacturing
    Guide, VDR
    Srivastava, R
    Kraus, ME
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1998, 49 (05) : 479 - 491
  • [42] Proactive environmental management of manufacturing companies
    Hansmann, KW
    Kroeger, C
    ENVIRONMENTALLY CONSCIOUS MANUFACTURING, 2001, 4193 : 135 - 144
  • [43] Possibilities and Challenges for Proactive Manufacturing Ergonomics
    Brolin, Erik
    Mahdavian, Nafise
    Hogberg, Dan
    Hanson, Lars
    Johansson, Joakim
    PROCEEDINGS OF THE 20TH CONGRESS OF THE INTERNATIONAL ERGONOMICS ASSOCIATION (IEA 2018), VOL 8: ERGONOMICS AND HUMAN FACTORS IN MANUFACTURING, AGRICULTURE, BUILDING AND CONSTRUCTION, SUSTAINABLE DEVELOPMENT AND MINING, 2019, 825 : 11 - 20
  • [44] Planning local centres in outer suburbs - The need for a proactive approach towards planning in post-socialist Poland
    Mantey, Dorota
    CITIES, 2024, 150
  • [45] Integrated yet distributed operations planning approach: A next generation manufacturing planning system
    Kumar, Sandeep
    Manjrekar, Vikas
    Singh, Vivek
    Lad, Bhupesh Kumar
    JOURNAL OF MANUFACTURING SYSTEMS, 2020, 54 : 103 - 122
  • [46] A proactive approach to solve integrated production scheduling and maintenance planning problem in flow shops
    Cui, Weiwei
    Lu, Zhiqiang
    Li, Chen
    Han, Xiaole
    COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 115 : 342 - 353
  • [47] A neuro-genetic approach to design and planning of a manufacturing cell
    Cakar, T
    Yildirim, MB
    Barut, M
    JOURNAL OF INTELLIGENT MANUFACTURING, 2005, 16 (4-5) : 453 - 462
  • [48] A neuro-genetic approach to design and planning of a manufacturing cell
    Tarik Cakar
    Mehmet Bayram Yildirim
    Mehmet Barut
    Journal of Intelligent Manufacturing, 2005, 16 : 453 - 462
  • [49] Virtual reality-based approach to manufacturing process planning
    Okulicz, K
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2004, 42 (17) : 3493 - 3504
  • [50] A practical approach to a process planning expert system for manufacturing processes
    A. Radwan
    Journal of Intelligent Manufacturing, 2000, 11 : 75 - 84