Hydraulic Fault Diagnosis Expert System of Excavator Based on Fault Tree
被引:3
作者:
Li, Guoping
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jinan, Sch Mech Engn, Jinan 250022, Shandong, Peoples R ChinaUniv Jinan, Sch Mech Engn, Jinan 250022, Shandong, Peoples R China
Li, Guoping
[1
]
Zhang, Qingwei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jinan, Sch Mech Engn, Jinan 250022, Shandong, Peoples R ChinaUniv Jinan, Sch Mech Engn, Jinan 250022, Shandong, Peoples R China
Zhang, Qingwei
[1
]
机构:
[1] Univ Jinan, Sch Mech Engn, Jinan 250022, Shandong, Peoples R China
来源:
MACHINERY, MATERIALS SCIENCE AND ENGINEERING APPLICATIONS, PTS 1 AND 2
|
2011年
/
228-229卷
关键词:
Hydraulic excavator;
Expert system;
Fault tree;
Knowledge base design;
D O I:
10.4028/www.scientific.net/AMR.226-228.439
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
The constituting of diagnosis expert system and the basic theory of fault tree analysis were introduced at first. A model of combining fault tree with expert system was analyzed. It focused on the hydraulic excavator PC220-7 for Komatsu according to the hydraulic system breakdown of law and order was particularity. A method combined the fault tree analysis with an expert system based rules was adopted. It was expressed systematically expert knowledge by building a fault tree. According to the fault tree, a database of diagnostic rule can be automatically generated. Automatic diagnosis knowledge acquisition has become reality. A hydraulic system fault of excavator was given as an example to design an expert system with the function of complex reasoning and explanation. It provides a reference for hydraulic excavator of the use of management and fault maintenance personnel to solve excavator problems. It shows that this method has a good application in the future.