Dissertation > Excellent graduate degree dissertation topics show

Design and Implementation of Armored Vehicles Fault Diagnosis Assistant System Based on the Decision Tree

Author: ShiMingHua
Tutor: WangJian
School: Northeastern University
Course: Computer technology
Keywords: Fault Diagnosis Expert system Knowledge Acquisition AID3 algorithm
CLC: TJ811
Type: Master's thesis
Year: 2009
Downloads: 70
Quote: 0
Read: Download Dissertation


An expert system is a branch of the field of artificial intelligence is the most active and most prospects , the fault diagnosis expert system used in military armored vehicles , it can be saved and take advantage of the experience and knowledge of experts combined the knowledge of the relevant diagnostic areas , improve the maintenance personnel level of experience and maintenance efficiency , suitable for actual combat multiple solutions , creativity and complex problem solving . This article describes a practical application of a decision tree - based decision tree armored failure aided diagnosis system . The system as the background to our military demand for information warfare , in according to customer requirements . NET platform , database use this article SQLSever 2000 armored vehicles fault diagnostic system design to achieve data acquisition , knowledge management , machine self-learning of the diagnosis faults in the interpretation, etc. The system function is guaranteed to provide users with a more convenient and friendly operation . Firstly, from a development background and research status of the system and realize the significance about ; After a brief introduction to the traditional fault diagnosis expert system architecture , and its related concepts as well as more popular inductive learning algorithm ( decision tree classification algorithm ) ; then elaborated core algorithm ID3 decision tree and decision tree classification algorithm were analyzed and compared for the shortcomings of the ID3 algorithm , the proposed algorithm based on the attribute priority associated degrees of AID3 ; then , focusing on the design of the system and achieve. The design part , from requirements analysis , systems architecture and realization of ideas proceed , the overall design of the system , made ??a detailed description and function of the system design and database design ; implementation section describes the realization method of each module in the system . Finally, the paper describes the test system , summed up the experience in the actual operation , and pointed out that the system needs to be improved .

Related Dissertations

  1. Design and Development of Application Programme for Fault Analyzer Based on Wince Platform,TP311.52
  2. Research on the 6-Dof Fault Tolerant Control of the Vibration Isolation Platform with Eight Actuators,TB535.1
  3. Fault Diagnosis Method Based on Support Vector Machine,TP18
  4. Fault Diagnosis Research on Three-Tank System,TP277
  5. Research on the Key Technology of Waterborne Transport Security System,U698
  6. Based on Rough Set of Urban Areas When Traffic Green Control System Research,TP18
  7. Development of Domestic Entry Plant Quarantine Expert System,S41-30
  8. Incomplete information on the completeness of the system and its knowledge acquisition,TP311.13
  9. Design and Implementation of the Process Monitoring and Fault Diagnosis for Injection Molding,TQ320.5
  10. Research on State Diagnosis on Fan Based on Factor Analysis and BP Neural Network,F426.61
  11. The Research and Design of Converter Steelmaking Endpoint Guiding System,TF345
  12. Design and Implementation of petrochemical enterprises substation operation system,TP311.52
  13. Multi-channel Real-time Online Monitoring System for Polymerizers,TP274
  14. The Research and Application of the State Evaluation Method of Power Generation Equipment,TM621.3
  15. The software design and implementation of the the clothing quality prediction system,TP311.52
  16. Nonlinear System Fault Diagnosis and Reconstruction Based on Sliding Mode Observers,TP13
  17. The Research on Fault Diagnosis System of Car Suspension,U472.9
  18. Development and Experimental Study about Virtual Instruments of Vibration Test and Analysis System and Combustion Analyzer,TK407
  19. Integration of a variety of signal characteristics of analog circuit fault diagnosis,TN710
  20. Automated Optical Inspection Expert System Design and Implementation,TP182
  21. Intelligent algorithms based carbon fiber spinning process monitoring and optimization,TQ342.742

CLC: > Industrial Technology > Arms industry > Tanks, warships, aircraft, aerospace,weapons > Chariot > Tanks, armored vehicles
© 2012 www.DissertationTopic.Net  Mobile