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The Research And Realization On Remote Fault Diagnosis System Based On B/S Architecture

Posted on:2013-11-27Degree:MasterType:Thesis
Country:ChinaCandidate:J LiuFull Text:PDF
GTID:2248330374979403Subject:Mechanical Manufacturing and Automation
Abstract/Summary:PDF Full Text Request
With the development of computer, communication and diagnosis technique, anddiagnosis requirement constantly improving, the remote fault diagnosis system hasgotten promotion and development, so the paper present the research and softrealization on remote fault diagnosis system based on B/S Architecture.Firstly, this paper introduces the research background and significance of remotefault diagnosis system, reviews the research status both at home and abroad, andinvestigates the development trend of remote fault diagnosis system. Secondly, itsummarizes several typical faults and features of rotating machinery, and it adoptstime domain analysis, frequent domain analysis and time-frequency analysis ofvibration signal to extract fault characteristic parameters, mainly research the signalprocessing method based on wavelet and wavelet packet, and selects characteristicparameters to fault diagnosis; According to the curse of dimensionality problemcaused by fault characteristic parameters, the paper introduces Fisher’s DiscriminantRatio to select the most optimal fault characteristic parameters; The paper chooses anintelligent diagnosis method based on HMM/SVM model. By analyzing thefunctional requirements of the system, it designs the function module, completes theoverall design, mainly study the software structure, comparative analyzes C/S andB/S modes, chooses the B/S modes, and researches the software platform and runningenvironment of system;The utilization of database technology, networkcommunication technology, Java Applet, JSP technology, the paper researches designand soft realization of remote fault diagnosis system based on B/S Architecture, andbuilt web platform. By simulation experiments, it tests some main function of systemand has realized remote login, fault diagnosis and results quering, and obtains goodeffect.
Keywords/Search Tags:B/S Architecture, Remote Fault Diagnosis, Signal Analysis, Data Base, Communication technique
PDF Full Text Request
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