[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Miljković, 2015 - Google Patents

Brief review of vibration based machine condition monitoring

Miljković, 2015

View PDF
Document ID
9070947487725339617
Author
Miljković D
Publication year
Publication venue
HDKBR INFO Magazin

External Links

Snippet

Sažetak In the process of channeling energy into job to be performed all machines vibrate. Machines rarely break down without giving some previous warning. The signs of impeding failure are generally present long before a machine totally breaks down. When faults begin …
Continue reading at hrcak.srce.hr (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR
    • G01M13/00—Testing of machine parts
    • G01M13/02—Testing of gearing or of transmission mechanisms
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR
    • G01M13/00—Testing of machine parts
    • G01M13/04—Testing of bearings
    • G01M13/045—Testing of bearings by acoustic or vibration analysis
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01H—MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H1/00—Measuring characteristics of vibrations in solids by using direct conduction to the detector
    • G01H1/003—Measuring characteristics of vibrations in solids by using direct conduction to the detector of rotating machines
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
    • G05B23/0229—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions knowledge based, e.g. expert systems; genetic algorithms
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
    • G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
    • G01N29/46—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by spectral analysis, e.g. Fourier analysis or wavelet analysis
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING STRUCTURES OR APPARATUS NOT OTHERWISE PROVIDED FOR
    • G01M15/00—Testing of engines
    • G01M15/04—Testing of internal-combustion engines, e.g. diagnostic testing of piston engines
    • G01M15/12—Testing of internal-combustion engines, e.g. diagnostic testing of piston engines by monitoring vibrations

Similar Documents

Publication Publication Date Title
Gupta et al. Fault detection analysis in rolling element bearing: A review
Goyal et al. The vibration monitoring methods and signal processing techniques for structural health monitoring: a review
JP6111347B2 (en) Diagnostic method and apparatus for plain bearing
Jayaswal et al. Machine fault signature analysis
Zuber et al. Application of artificial neural networks and principal component analysis on vibration signals for automated fault classification of roller element bearings
Wang et al. Fuzzy diagnosis method for rotating machinery in variable rotating speed
THAMBA et al. Journal bearing fault detection based on Daubechies wavelet
Kirankumar et al. Review on Condition Monitoring of Bearings using vibration analysis techniques.
Singh et al. A review of vibration analysis techniques for rotating machines
Miljković Brief review of vibration based machine condition monitoring
Zuber et al. Gearbox faults feature selection and severity classification using machine learning
Jain et al. A review on vibration signal analysis techniques used for detection of rolling element bearing defects
Arun et al. A review on fault diagnosis of misaligned rotor systems
Dubaish et al. State-of-the-art review into signal processing and artificial intelligence-based approaches applied in gearbox defect diagnosis
JP2011180082A (en) Diagnostic method and device of sliding bearing
Gowid et al. Characterisation of major fault detection features and techniques for the condition-based monitoring of high-speed centrifugal blowers
Azeem et al. Vibration-Based Power Spectral Density Analysis for the Detection of Multiple Faults in Rolling Element Bearings
Samuel et al. Survey of Gear Fault Diagnosis Using Various Statistical Signals Parameters
Kriston et al. Application of vibro-acoustic methods in failure diagnostics
Thanagasundram et al. Autoregressive based diagnostics scheme for detection of bearing faults
Roque et al. An approach to fault diagnosis of rolling bearings
El-Thalji Dynamic modelling and fault analysis of wear evolution in rolling bearings
Ebrahimi Vibration Analysis for Fault Diagnosis of Rolling Element Bearing
Ullah et al. State of the Art Vibration Analysis of Electrical Rotating Machines
Kumar et al. A Review paper on Vibration-Based Fault Diagnosis of Rolling Element Bearings