Fault Diagnosis Expert System of Continuous Miner Hydraulic System

被引：1
|
作者：
Li, Xiaohuo [1 ]
Tang, Renpeng [1 ]
Sha, Yongdong [1 ]
Bai, Shuaiwi [1 ]
Zhang, Jinghui [2 ]
机构：
[1] Liaoning Tech Univ, Mech Engn Coll, Fuxin 123000, Peoples R China
[2] Sany Heavy Equipment Co Ltd, Shenyang 110027, Peoples R China
来源：
HYDRAULIC EQUIPMENT AND SUPPORT SYSTEMS FOR MINING | 2013年 / 619卷
关键词：
Continuous miner; hydraulic system; neural network; fault diagnosis; expert system;
D O I：
10.4028/www.scientific.net/AMR.619.463
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In order to fine working states of a continuous miner hydraulic system, diagnose quickly and effectively its faults, reduce failure rate, save maintenance time and improve the reliability and productivity of a continuous miner, the GA-PSO hybrid optimization method of fuzzy neural network is used in fault diagnosis of a continuous miner hydraulic system in the paper, a intelligent fault diagnosis expert system of a hydraulic system is designed by means of taking VC 6.0 as the programming platform, using SQL SERVER 2000 as database, embedding MATLAB7.1 in the internal. The system is simple in man-machine interface and good in man-machine conversation, capable of analyzing accurately and judging properly failures of a continuous miner hydraulic system.
引用
收藏
页码：463 / +
页数：2
相关论文
共 50 条
  • [1] DIAGNOSTIC MAINTENANCE EXPERT SYSTEM FOR THE HYDRAULIC SUBSYSTEM OF A CONTINUOUS MINER
    MITCHELL, J
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1989, 25 (05) : 841 - 845
  • [2] A fault diagnosis expert system for hydraulic system of injection moulding
    Wang, WL
    Song, ZH
    Han, B
    Li, P
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 229 - 232
  • [3] An online expert system for fault diagnosis in hydraulic systems
    Angeli, C
    [J]. EXPERT SYSTEMS, 1999, 16 (02) : 115 - 120
  • [4] Online expert system for fault diagnosis in hydraulic systems
    Technological Institute of Piraeus, Konstantinoupoleos 38, N. Smirni, GR-777 21 Athens, Greece
    [J]. Expert Syst, 2 (115-120):
  • [5] An expert system approach to fault diagnosis in hydraulic systems
    Angeli, C
    Chatzinikolaou, A
    [J]. EXPERT SYSTEMS, 1995, 12 (04) : 323 - 330
  • [6] Hydraulic Fault Diagnosis Expert System of Excavator Based on Fault Tree
    Li, Guoping
    Zhang, Qingwei
    [J]. MACHINERY, MATERIALS SCIENCE AND ENGINEERING APPLICATIONS, PTS 1 AND 2, 2011, 228-229 : 439 - 446
  • [7] Fault Diagnosis Expert System for Hydraulic Pressure Based on Web
    Kang Wei
    Chang Guangjian
    Shi Wen
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 4, 2010, : 1288 - 1291
  • [8] STUDY OF A FAULT DIAGNOSIS EXPERT SYSTEM FOR SYNTHETIC MINING SYSTEM HYDRAULIC SUPPORT
    韩以伦
    [J]. International Journal of Coal Science & Technology, 2000, (01) : 72 - 75
  • [9] Knowledge acquisition of fault diagnosis expert system of hydraulic tube tester
    Zhao, Zhen
    Hu, Xue-Fa
    He, Da-Kuo
    Wang, Fu-Li
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2008, 29 (12): : 1677 - 1680
  • [10] An expert system shell for fault diagnosis
    Yang, J
    Ye, CZ
    Zhang, XL
    [J]. ROBOTICA, 2001, 19 : 669 - 674
12345