Details

Title

Recognition of Acoustic Signals of Loaded Synchronous Motor Using FFT, MSAF-5 and LSVM

Journal title

Archives of Acoustics

Yearbook

2015

Volume

vol. 40

Issue

No 2

Authors

Keywords

acoustic signal ; fault detection ; loaded synchronous motor ; signal processing ; pattern recognition

Divisions of PAS

Nauki Techniczne

Coverage

197-203

Publisher

Polish Academy of Sciences, Institute of Fundamental Technological Research, Committee on Acoustics

Date

2015[2015.01.01 AD - 2015.12.31 AD]

Type

Artykuły / Articles

Identifier

DOI: 10.1515/aoa-2015-0022

Source

Archives of Acoustics; 2015; vol. 40; No 2; 197-203

References

KhanZ (2014), Intelligent Segmentation of Medical Images using Fuzzy Bitplane Thresholding, Measurement Science Review, 14, 94. ; BicekM (2015), Mechanical Failure Mode Causes of In - Wheel Motors, Strojniski vestnik Journal of Mechanical Engineering, 61, 74, doi.org/10.5545/sv-jme.2014.2022 ; GlowaczA (2014), Diagnostics of DC and Induction Motors Based on the Analysis of Acoustic Signals, Measurement Science Review, 14, 257. ; JunS (2014), Investigations of Thermocouple Drift Irregularity Impact on Error of their Inhomogeneity Correction, Measurement Science Review, 14, 29. ; GlowaczZ (2007), Mathematical model of DC motor for analysis of commutation processes International Symposium on Diagnostics for Electric Machines and Drives, IEEE Power Electronics Cracow, 461. ; GlowaczA (2008), Sound recognition of dc machine with - application of FFT and backpropagation neural network, Przeglad Elektrotechniczny, 84, 159. ; GornickaD (2014), Vibroacoustic symptom of the exhaust valve damage of the internal combustion engine, Journal of Vibroengineering, 16, 1925. ; ZuberN (2013), Multiple fault identification using vibration signal analysis and artificial intelligence methods Acoustics & Vibration of Mechanical Structures Book Series and, Applied Mechanics Materials, 430, 63, doi.org/10.4028/www.scientific.net/AMM.430.63 ; GlowaczA (2012), Diagnostics of Direct Current generator based on analysis of monochrome infrared images with the application of cross - sectional image and nearest neighbor classifier with Euclidean distance, Przeglad Elektrotechniczny, 88, 154. ; CzopekK (2012), Cardiac Activity Based on Acoustic Signal Properties, Acta Physica Polonica A, 121. ; ZhaoZ (2014), Latest progress of fault detection and localization in complex Electrical Engineering -, Journal of Electrical Engineering Elektrotechnicky Casopis, 65, 55. ; CzechP (2014), Application of the discrete wavelet transform and probabilistic neural networks in IC engine fault diagnostics, Journal of Vibroengineering, 16, 1619. ; KudelcikJ (2011), Measurement of electrical parameters of breakdown in transformer oil, Przeglad Elektrotechniczny, 87, 159. ; GlowaczA (2014), Recognition of Monochrome Thermal Images of Synchronous Motor with the Application of Binarization and Nearest Mean Classifier of and, Archives Metallurgy Materials, 59, 31. ; GlowaczA (2015), Recognition of armature current of DC generator depending on rotor speed using FFT and LDA i Niezawodnosc Maintenance and, Eksploatacja Reliability, 17, 1. ; IdziakP (2010), Analysis of stator deformations of a three - phase squirrel - cage induction motor, Przeglad Elektrotechniczny, 86, 184. ; AbramovI (2014), Control and Diagnostic Model of Brushless Dc Motor, Journal of Electrical Engineering Elektrotechnicky Casopis, 65, 277. ; HachajT (2011), CAD system for automatic analysis of CT perfusion maps Opto -, Electronics Review, 19, 95. ; NadolnyK (2014), Analysis of Flatness Deviations for Austenitic Stainless Steel Workpieces after Efficient Surface Machining, Measurement Science Review, 14, 204. ; HachajT (2013), Application of neural networks in detection of abnormal brain perfusion regions Special Issue ), Neurocomputing, 122, 33, doi.org/10.1016/j.neucom.2013.04.030 ; LiZ (2015), Crack Fault Detection for a Gearbox Using Discrete Wavelet Transform and an Adaptive Resonance Theory Neural Network, Strojniski vestnik Journal of Mechanical Engineering, 61, 63, doi.org/10.5545/sv-jme.2014.1769 ; ValisD (2014), Utilization of diffusion processes and fuzzy logic for vulnerability assessment i Niezawodnosc Maintenance and, Eksploatacja Reliability, 16, 48. ; Jaworek (2014), Determination of border irregularity in dermoscopic color images of pigmented skin lesions Annual International Conference of the IEEE Engineering in Medicine and Biology, Society, 6459, doi.org/10.1109/EMBC.2014.6945107 ; TurchenkoI (2006), Simulation modeling of neural - based method of multi - sensor output signal recognition and Measurement Book Series Measurement Technology Conference, IEEE Instrumentation Technology Conference Proceedings Vols IEEE Instrumentation, 1. ; GlowaczZ (2007), Diagnostics of commutator DC motor basing on spectral analysis of signals International Symposium on Diagnostics for Electric Machines Drives, IEEE Power Electronics Cracow, 34. ; Dudek (2009), Neural network adaptation process effectiveness dependent of constant training data availability, Neurocomputing, 72, 3138, doi.org/10.1016/j.neucom.2009.03.017 ; IgrasM (2014), The Role of Acoustic Features in Marking Accent and Delimiting Sentence Boundaries in Spoken Polish, Acta Physica Polonica A, 126, 1246, doi.org/10.12693/APhysPolA.126.1246 ; PribilJ (2014), Mapping and Spectral Analysis of Acoustic Vibration in the Scanning Area of the Weak Field Magnetic Resonance Imager of and Acoustics - Transactions of the, Journal Vibration Asme, 136, doi.org/10.1115/1.4027791 ; PlebanD (2013), The Inversion Method in Measuring Noise Emitted by Machines in Opencast Mines of Rock Material Safety and, International Journal of Occupational Ergonomics, 19, 321, doi.org/10.1080/10803548.2013.11076989 ; MazurkiewiczD (2014), Computer - aided maintenance and reliability management systems for conveyor belts i Niezawodnosc Maintenance and, Eksploatacja Reliability, 16, 377. ; ValisD (2014), Selected mathematical functions used for operation data information Safety Reliability and Risk Analysis : Beyond the Horizon nd Annual Conference on European Safety and Reliability Amsterdam, Netherlands, 22, 1303. ; SebokM (2011), Diagnostics of electric equipments by means of thermovision, Przeglad Elektrotechniczny, 87, 313. ; KoscielnyJ (2014), Application properties of methods for fault detection and isolation in the diagnosis of complex large - scale processes of the -, Bulletin Polish Academy of Sciences Technical Sciences, 62, 571. ; GlowaczZ (2013), Detection of Synchronous Motor Inter - Turn Faults Based on Spectral Analysis of Park S Vector of and, Archives Metallurgy Materials, 58, 19, doi.org/10.2478/v10172-012-0144-y ; GlowaczA (2012), Recognition of Color Thermograms of Synchronous Motor with the Application of Image Cross - Section and Linear Perceptron Classifier, Przeglad Elektrotechniczny, 88, 87. ; WuR (2010), Detection of induction motor operation condition by acoustic signal th on (, IEEE International Conference Industrial Informatics INDIN, 792. ; RusinskiE (2014), Investigation of vibrations of a main centrifugal fan used in mine ventilation of Civil and Mechanical, Archives Engineering, 14, 569. ; GlowaczA (2010), Diagnostics of dc machine based on sound recognition with application of LPC and GSDM, Przeglad Elektrotechniczny, 86, 243. ; AugustyniakP (2014), Seamless Tracing of Human Behavior Using Complementary Wearable and House - Embedded Sensors, Sensors, 14, 7831, doi.org/10.3390/s140507831 ; JakubiecJ (2007), Neural reconstruction of nonlinear sensor input signal & Book Series &, IEEE Instrumentation Measurement Technology Conference Vols IEEE Instrumentation Measurement Technology Conference proceedings, 1.
×