Inventory Planning Based on Knowledgeable Base and Self-learning Fuzzy Petri Nets

被引:0
|
作者
Meng, X. G. [1 ]
Yan, H. S. [1 ]
机构
[1] Southeast Univ, Sch Automat, Nanjing, Peoples R China
来源
2009 IEEE 16TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS | 2009年
关键词
Petri nets; Knowledgeable Base; Inventory Management; NEURAL-NETWORKS; INFERENCE;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to improve design, purchase, produce and inventory management efficiency of follow-up products, we present an establishment method of knowledgeable base and a self-learning fuzzy Petri nets(SFPN) model in knowledgeable manufacturing system. The SFPN model store existing products model in knowledge base, while a follow-up product is developed or a new decision is made, the model of existing product can be read, modified and trained, used as that of follow-up product, it can effectively improve the efficiency of enterprise management. A case study of the method to forecasting parts inventory verifies its validity.
引用
收藏
页码:984 / 988
页数:5
相关论文
共 50 条
  • [1] Purchase forecasting in knowledgeable manufacturing systems based on self-learning fuzzy Petri nets
    Meng, Xian-Gang
    Yan, Hong-Sen
    Kongzhi yu Juece/Control and Decision, 2009, 24 (03): : 371 - 376
  • [2] Research of self-learning Petri nets model for fault diagnosis based on rule generation
    Mao, Xi-Lin
    Zhou, Jian-Zhong
    Liu, Hui
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 1106 - 1110
  • [3] Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS
    Weichao Yue
    Weihua Gui
    Xiaofang Chen
    Zhaohui Zeng
    Yongfang Xie
    International Journal of Machine Learning and Cybernetics, 2019, 10 : 3499 - 3520
  • [4] Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS
    Yue, Weichao
    Gui, Weihua
    Chen, Xiaofang
    Zeng, Zhaohui
    Xie, Yongfang
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 10 (12) : 3499 - 3520
  • [5] Study on instance-based self-learning of knowledgeable manufacturing pattern selection
    Ma, Kaiping
    Yan, Hongsen
    Shi, Wenwu
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 246 - 250
  • [6] Model of project planning based on Fuzzy-Timing Petri Nets
    Zhang, XL
    Xia, GP
    Zhu, YQ
    PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 151 - 155
  • [7] Model of project planning based on fuzzy-timing Petri nets
    Zhang, Xin-Long
    Zhu, You-Qin
    Xia, Guo-Ping
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2003, 25 (02):
  • [8] TASK SEQUENCE PLANNING USING FUZZY PETRI NETS
    CAO, TH
    SANDERSON, AC
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1995, 25 (05): : 755 - 768
  • [9] A study on self-learning of manufacturing pattern selection in knowledgeable manufacturing
    Ma, Kaiping
    Liu, Guoqing
    ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 2, 2006, : 1103 - +
  • [10] A context awareness architecture for mobile learning based on Fuzzy Petri Nets
    Pan, Jian
    Huang, Zhongdong
    Ma, Guohong
    Dong, Jinxiang
    ICAT 2006: 16TH INTERNATIONAL CONFERENCE ON ARTIFICIAL REALITY AND TELEXISTENCE - WORSHOPS, PROCEEDINGS, 2006, : 552 - +