Research of High-Speed Train Fault Diagnosis System Based on Multi-Agent Platform

2018 ◽  
Author(s):  
Fang Bin ◽  
Feng XiaoFeng ◽  
Xu Shuo
Keyword(s):  
Fault Diagnosis ◽  
High Speed ◽  
High Speed Train ◽  
Diagnosis System ◽  
Agent Platform ◽  
Multi Agent ◽  
Fault Diagnosis System

Research on Internet-Based Reconfigurable Distance Mechanical System Fault Diagnosis

2011 ◽  
Vol 52-54 ◽  
pp. 109-114
Author(s):  
Yun Jie Xu
Keyword(s):  
Fault Diagnosis ◽  
Mechanical System ◽  
High Speed ◽  
Structural Model ◽  
Component Technology ◽  
The Internet ◽  
Diagnostic Systems ◽  
Diagnosis System ◽  
J2ee Framework ◽  
Fault Diagnosis System

In order to meet requirements of increasingly high-speed, large and intelligent mechanical equipments on fault diagnosis, the Internet-based reconfigurable mechanical system fault diagnosis program was presented. The overall structure and networking schema of distance mechanical fault diagnosis system were analyzed, and the distance fault diagnosis network model based on J2EE framework was also described. The structural model and reconfigurable manner of the reconfigurable distance diagnosis system was provided, which used CORBA component technology to achieve reconfiguration. The detail steps of system that take some type of diesel engine as diagnosis object was described, and the intelligent diagnosing methods were also researched. The Internet-based fault diagnosis technology effectively improves the efficiency and accuracy of diagnostic systems.

Remote Fault Diagnosis System of Ultrahigh Speed Grinding Based on Multi-Agent

2009 ◽  
Vol 76-78 ◽  
pp. 67-71
Author(s):  
Wan Shan Wang ◽  
Tian Biao Yu
Keyword(s):  
Fault Diagnosis ◽  
Theoretical Research ◽  
Case Based Reasoning ◽  
Diagnosis System ◽  
Knowledge Reasoning ◽  
Diagnosis Method ◽  
Multi Agent ◽  
Fault Diagnosis System ◽  
Set Up ◽  
Remote Fault Diagnosis

A remote fault diagnosis method for ultrahigh speeding grinding based on multi-agent is presented. The general faults of ultrahigh speed grinding are analyzed and diagnosis model based on multi-agent is established, the dialogue layer, problem decomposition layer, control layer and problem solving layer in the process of diagnosis are studied and the knowledge reasoning model of fault diagnosis is set up based case-based reasoning (CBR) combining rule-based reasoning (RBR). Based on theoretical research, a remote fault diagnosis system of ultrahigh speed grinding is developed. Results of the system running prove the theory is correctness and the technology is feasibility.

Study on MAS-Based Fault Diagnosis System for GJW111 Excavator

2012 ◽  
Vol 479-481 ◽  
pp. 1946-1949 ◽  
Author(s):  
Xiao Yan Tang ◽  
Yu Juan Cui ◽  
Min Zhou ◽  
Jian Xin Li
Keyword(s):  
Fault Diagnosis ◽  
Structure And Function ◽  
Multi Agent System ◽  
Plug And Play ◽  
Diagnosis System ◽  
Overall Design ◽  
Multi Agent ◽  
Fault Diagnosis System ◽  
And Function ◽  
Framework System

In the light of the structure and function properties of the GJW111 excavator, We propose the overall design and the framework system of fault diagnosis based on Multi-Agent System (MAS), express the process of fault diagnosis and introduce the components of the system. The system supports plug and play, which can improve its scalability.

The Application of Multi-Agent Technology in the Fault Diagnosis System of Motor Armature

2011 ◽  
Vol 84-85 ◽  
pp. 106-109
Author(s):  
Su Fei Yang ◽  
Xiao Pin Wu
Keyword(s):  
Fault Diagnosis ◽  
Agent Technology ◽  
Multi Agent System ◽  
Agent System ◽  
Diagnosis System ◽  
Multi Agent ◽  
Fault Diagnosis System

Insufficient welding or bad welding of motor armature is one of the main faults of motor armature. With the help of the application of multi-agent technology in the fault diagnosis system of motor armature to detect insufficient welding or bad welding, the intelligent description of the various faults has been enhanced, also, the capacity of fault diagnosis of the system have been greatly optimized and improved. In this paper, we first analyses the characteristics of the fault of motor armature with insufficient welding or bad welding, by which the characteristics of the fault are identified. Next, we introduces agent and multi-agent system. Finally, the building of fault diagnosis system based on multi-agent technology is discussed.

Study for Power Grid Fault Diagnosis System Based on Hierarchical Distributed MAS

2013 ◽  
Vol 427-429 ◽  
pp. 1209-1212
Author(s):  
Rong Ji Li ◽  
Shi Yong Ding
Keyword(s):  
Fault Diagnosis ◽  
Power Grid ◽  
Multi Agent System ◽  
Agent System ◽  
Diagnosis System ◽  
System Technique ◽  
Multi Agent ◽  
Fault Diagnosis System

The setup structure for the power grid faults diagnose system is analysed, the Multi-Agent System technique is used to the system. The functional modular of the system is transformed into Multi-Agent System, which has the same function as the entity system. The modular of the system can be in reconfiguration state when trouble appears by using Agent technique. The system running mechanism is also given.

scholarly journals A real-time fault diagnosis system for high-speed power system protection based on machine learning algorithms

2020 ◽  
Vol 10 (6) ◽  
pp. 6122
Author(s):  
Elmahdi Khoudry ◽  
Abdelaziz Belfqih ◽  
Tayeb Ouaderhman ◽  
Jamal Boukherouaa ◽  
Faissal Elmariami
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Power System ◽  
Real Time ◽  
High Speed ◽  
Learning Algorithms ◽  
Time Estimation ◽  
Machine Learning Algorithms ◽  
Diagnosis System ◽  
Fault Diagnosis System

This paper puts forward a real-time smart fault diagnosis system (SFDS) intended for high-speed protection of power system transmission lines. This system is based on advanced signal processing techniques, traveling wave theory results, and machine learning algorithms. The simulation results show that the SFDS can provide an accurate internal/external fault discrimination, fault inception time estimation, fault type identification, and fault location. This paper presents also the hardware requirements and software implementation of the SFDS.

Remote Intelligent Fault Diagnosis System Modeling Based on Multi-Agent

2012 ◽  
Vol 546-547 ◽  
pp. 1355-1359 ◽  
Author(s):  
Ji Jun Zhang ◽  
Deng Wu Ma ◽  
Geng Fan ◽  
Li Deng
Keyword(s):  
Fault Diagnosis ◽  
System Modeling ◽  
Technology Research ◽  
Intelligent Fault Diagnosis ◽  
Logical Model ◽  
Diagnosis System ◽  
Agent Theory ◽  
Multi Agent ◽  
Fault Diagnosis System ◽  
Soft Architecture

With the development of intelligent fault diagnosis technology, research on the application of multi-Agent theory in the remote fault diagnosis system is increasing. With avionic devices as the application background, the modeling of the remote intelligent fault diagnosis system (RIFDS) based on multi-Agent theory is researched, including the frame model, logical model and soft architecture. The key problems that need to be resolved for the realization of the system are also discussed.

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