Expert systems in production planning and scheduling: A state-of-the-art survey

被引:62
|
作者
Metaxiotis, KS [1 ]
Askounis, D [1 ]
Psarras, J [1 ]
机构
[1] Natl Tech Univ Athens, Inst Commun & Comp Syst, Athens, Greece
关键词
expert systems; artificial intelligence; production planning; scheduling; intelligent manufacturing;
D O I
10.1023/A:1016064126976
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent solutions, based on expert systems, to solve problems in the field of production planning and scheduling are becoming more and more widespread nowadays. Especially the last decade has witnessed a growing number of manufacturing companies, including glass, oil, aerospace, computers, electronics, metal and chemical industries-to name just a few-interested in the applications of expert systems (ESs) in manufacturing. This paper is a state-of-the-art review of the use of ESs in the field of production planning and scheduling. The paper presents famous expert systems known in the literature and current applications, analyzes the relative benefits and concludes by sharing thoughts and estimations on ESs future prospects in this area.
引用
收藏
页码:253 / 260
页数:8
相关论文
共 50 条
  • [21] STATE-OF-THE-ART OF EXPERT SYSTEM APPLICATIONS TO POWER-SYSTEMS
    LIU, CC
    DILLON, T
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1992, 14 (2-3) : 86 - 96
  • [22] EXPERT-SYSTEMS - ONE SET OF VIEWS OF THE STATE-OF-THE-ART
    BROWN, CE
    WENSLEY, A
    EXPERT SYSTEMS WITH APPLICATIONS, 1995, 9 (04) : 433 - 439
  • [23] STATE-OF-THE-ART SCHEDULING ALGORITHMS
    Florez Charry, Juan David
    Murillo Nunez, David
    Hernandez, Cesar
    REDES DE INGENIERIA-ROMPIENDO LAS BARRERAS DEL CONOCIMIENTO, 2011, 2 (01): : 65 - 78
  • [24] COMPUTER-AIDED PROCESS PLANNING - THE STATE-OF-THE-ART SURVEY
    ALTING, L
    ZHANG, HC
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1989, 27 (04) : 553 - 585
  • [25] Supply chain management systems - A survey of the state-of-the-art
    Schiegg, P
    Roesgen, R
    Mittermayer, H
    Stich, V
    COLLABORATIVE SYSTEMS FOR PRODUCTION MANAGEMENT, 2003, 129 : 573 - 586
  • [26] Intrusion Detection Systems: A State-of-the-Art Taxonomy and Survey
    Mouhammd Alkasassbeh
    Sherenaz Al-Haj Baddar
    Arabian Journal for Science and Engineering, 2023, 48 : 10021 - 10064
  • [27] Intrusion Detection Systems: A State-of-the-Art Taxonomy and Survey
    Alkasassbeh, Mouhammd
    Baddar, Sherenaz Al-Haj
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2023, 48 (08) : 10021 - 10064
  • [28] State-of-the-Art Survey of Cluster Scheduling for Mutable States Data Flow
    Xu Y.-J.
    Wu H.
    Yang C.
    Wu Y.-W.
    Zhang W.-B.
    Wang T.
    Jisuanji Xuebao/Chinese Journal of Computers, 2022, 45 (05): : 973 - 992
  • [29] Evolutionary algorithms applied to project scheduling problems - a survey of the state-of-the-art
    Lancaster, John
    Ozbayrak, Mustafa
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 45 (02) : 425 - 450
  • [30] State-of-the-art Survey of Scheduling and Resource Management Technology for Colocation Jobs
    Wang K.-J.
    Jia T.
    Li Y.
    Ruan Jian Xue Bao/Journal of Software, 2020, 31 (10): : 3100 - 3119