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Proceedings Papers

Application of Transfer Learning in Metalworking Fluid Distinction

Xiao Wei, Fabian Jochmann, Anna Lena Demmerling, Dirk Söffker
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A003, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89452
https://doi.org/10.1115/DETC2022-89452
View Paper titled, Application of Transfer Learning in Metalworking Fluid Distinction
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Topics: Acoustic emissions, Algorithms, Artificial neural networks, Data mining, Fluids, Metalworking, Signals, Thread, Water, Condition monitoring
Proceedings Papers

The MAIANDROS System for Random-Vibration-Based On-Board Railway Vehicle and Track Monitoring

Georgios Vlachospyros, Ilias A. Iliopoulos, Kiriakos Kritikakos, Nikolaos Kaliorakis, Spilios D. Fassois, John S. Sakellariou, Alexandros Deloukas, George Leoutsakos, Christos Giannakis, Elias Chronopoulos, Elias Tountas, Dimosthenis Kapiris
Proc. ASME. IDETC-CIE2021, Volume 1: 23rd International Conference on Advanced Vehicle Technologies (AVT), V001T01A014, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70166
https://doi.org/10.1115/DETC2021-70166
View Paper titled, The MAIANDROS System for Random-Vibration-Based On-Board Railway Vehicle and Track Monitoring
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Topics: Railway vehicles, Vibration, Wheels, Vehicles, Condition monitoring, Decision making, Engineering prototypes, Engineering simulation, Flaw detection, Railroads
Proceedings Papers

Recognition of Bearing Faults of the Same Kind

Ming Bao, Chun-sheng Zhao
Proc. ASME. DETC91, 13th Biennial Conference on Mechanical Vibration and Noise: Modal Analysis, Modeling, Diagnostics, and Control — Analytical and Experimental, 131-133, September 22–25, 1991
Publisher: American Society of Mechanical Engineers
Paper No: DETC1991-0372
https://doi.org/10.1115/DETC1991-0372
View Paper titled, Recognition of Bearing Faults of the Same Kind
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Topics: Bearings, Condition monitoring, Machinery, Maintenance, Rollers
Proceedings Papers

A New Approach to Machinery Monitoring and Diagnostics Using Self-Organizing Maps

Siyu Zhang, R. Ganesan, T. S. Sankar
Proc. ASME. DETC95, Volume 3B: 15th Biennial Conference on Mechanical Vibration and Noise — Acoustics, Vibrations, and Rotating Machines, 1335-1341, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: DETC1995-0533
https://doi.org/10.1115/DETC1995-0533
View Paper titled, A New Approach to Machinery Monitoring and Diagnostics Using Self-Organizing Maps
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Topics: Machinery, Self-organization, Trend analysis, Algorithms, Artificial neural networks, Service life (Equipment), Vibration, Bearings, Condition monitoring, Mechanical drives
Proceedings Papers

Application of a Model Updating Technique for Health Condition Monitoring and Damage Detection of Flexible Structures

Joao A. Pereira, Ward Heylen, Stefan Lammens, Paul Sas
Proc. ASME. DETC95, Volume 3C: 15th Biennial Conference on Mechanical Vibration and Noise — Vibration Control, Analysis, and Identification, 1285-1292, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: DETC1995-0704
https://doi.org/10.1115/DETC1995-0704
View Paper titled, Application of a Model Updating Technique for Health Condition Monitoring and Damage Detection of Flexible Structures
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Topics: Condition monitoring, Damage, Flexible structures, Finite element methods, Finite element model, Frequency response
Proceedings Papers

A Comparative Study on the Monitoring and Diagnostics of Machinery Gear Systems

Moataz El-Karmalawy, R. Ganesan, T. S. Sankar
Proc. ASME. DETC95, Volume 3B: 15th Biennial Conference on Mechanical Vibration and Noise — Acoustics, Vibrations, and Rotating Machines, 1017-1025, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: DETC1995-0496
https://doi.org/10.1115/DETC1995-0496
View Paper titled, A Comparative Study on the Monitoring and Diagnostics of Machinery Gear Systems
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Topics: Gears, Machinery, Signals, Vibration, Dynamic systems, Condition monitoring, Damage, Excitation, System failures, Time series
Proceedings Papers

Self-Organizing Neural Networks for Automated Machinery Monitoring Systems

Siyu Zhang, R. Ganesan, T. S. Sankar
Proc. ASME. CIE95, ASME 1995 15th International Computers in Engineering Conference and the ASME 1995 9th Annual Engineering Database Symposium, 1001-1009, September 17–20, 1995
Publisher: American Society of Mechanical Engineers
Paper No: CIE1995-0831
https://doi.org/10.1115/CIE1995-0831
View Paper titled, Self-Organizing Neural Networks for Automated Machinery Monitoring Systems
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Topics: Artificial neural networks, Machinery, Monitoring systems, Self-organization, Algorithms, Trend analysis, Bearings, Condition monitoring, Feature extraction, Rotors
Proceedings Papers

Monitoring Fault Condition During Manufacturing Using the Karhunen-Loève Transform

Irem Y. Turner, Kristin L. Wood, Ilene J. Busch-Vishniac
Proc. ASME. DETC97, Volume 1D: 16th Biennial Conference on Mechanical Vibration and Noise, V01DT18A002, September 14–17, 1997
Publisher: American Society of Mechanical Engineers
Paper No: DETC97/VIB-4234
https://doi.org/10.1115/DETC97/VIB-4234
View Paper titled, Monitoring Fault Condition During Manufacturing Using the Karhunen-Loève Transform
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Topics: Manufacturing, Signals, Condition monitoring, Eigenvalues, Computer simulation, Machine components
Proceedings Papers

An Object-Oriented Machine Condition Monitoring Scheme for Rotating Machinery

Bernhard P. Bettig, Ray P. S. Han
Proc. ASME. DETC97, Volume 1D: 16th Biennial Conference on Mechanical Vibration and Noise, V01DT18A003, September 14–17, 1997
Publisher: American Society of Mechanical Engineers
Paper No: DETC97/VIB-4235
https://doi.org/10.1115/DETC97/VIB-4235
View Paper titled, An Object-Oriented Machine Condition Monitoring Scheme for Rotating Machinery
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Topics: Condition monitoring, Machinery, Maintenance, Bearings, Computer simulation, Data acquisition, Dynamics (Mechanics), Graphical user interfaces, Reliability, Sensors
Proceedings Papers

Identification of Fault Signals in Rotating Machinery Using Higher Order Time Frequency Analysis

Sang-Kwon Lee, Paul R. White
Proc. ASME. DETC97, Volume 1D: 16th Biennial Conference on Mechanical Vibration and Noise, V01DT21A002, September 14–17, 1997
Publisher: American Society of Mechanical Engineers
Paper No: DETC97/VIB-4137
https://doi.org/10.1115/DETC97/VIB-4137
View Paper titled, Identification of Fault Signals in Rotating Machinery Using Higher Order Time Frequency Analysis
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Topics: Machinery, Signals, Time-frequency analysis, Acoustics, Condition monitoring, Engines, Fault diagnosis, Flaw detection, Impulse (Physics), Mechanical drives
Proceedings Papers

Motion Detection for a Precision Positioning System by Wavelet Analysis

Hung-Ming Tai, Cheng-Kuo Sung
Proc. ASME. DETC97, Volume 1D: 16th Biennial Conference on Mechanical Vibration and Noise, V01DT21A004, September 14–17, 1997
Publisher: American Society of Mechanical Engineers
Paper No: DETC97/VIB-4139
https://doi.org/10.1115/DETC97/VIB-4139
View Paper titled, Motion Detection for a Precision Positioning System by Wavelet Analysis
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Topics: Wavelet transforms, Wavelets, Vibration, Railroad passenger cars, Accelerometers, Condition monitoring, Failure, Fourier analysis, Fourier transforms, Manufacturing
Proceedings Papers

Condition Monitoring Methodology for Manufacturing and Design

Irem Y. Tumer, Kristin L. Wood, Ilene J. Busch-Vishniac
Proc. ASME. DETC98, Volume 4: 3rd Design for Manufacturing Conference, V004T04A034, September 13–16, 1998
Publisher: American Society of Mechanical Engineers
Paper No: DETC98/DFM-5724
https://doi.org/10.1115/DETC98/DFM-5724
View Paper titled, Condition Monitoring Methodology for Manufacturing and Design
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Topics: Condition monitoring, Design, Design for Manufacturing, Manufacturing, Signals, Fingerprints, Machinery, Milling, Vibration
Proceedings Papers

Use of Higher Order Spectra in Condition Monitoring: Simulation and Experiments

Alessandro Rivola, Paul R. White
Proc. ASME. DETC99, Volume 7A: 17th Biennial Conference on Mechanical Vibration and Noise, 1317-1328, September 12–16, 1999
Publisher: American Society of Mechanical Engineers
Paper No: DETC99/VIB-8332
https://doi.org/10.1115/DETC99/VIB-8332
View Paper titled, Use of Higher Order Spectra in Condition Monitoring: Simulation and Experiments
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Topics: Condition monitoring, Machinery, Simulation, Spectra (Spectroscopy)
Proceedings Papers

Impact Force Between Rolling Ball and Surface Fault in Damaged Ball Bearings

R. Rubini, U. Meneghetti
Proc. ASME. DETC99, Volume 7A: 17th Biennial Conference on Mechanical Vibration and Noise, 1329-1334, September 12–16, 1999
Publisher: American Society of Mechanical Engineers
Paper No: DETC99/VIB-8333
https://doi.org/10.1115/DETC99/VIB-8333
View Paper titled, Impact Force Between Rolling Ball and Surface Fault in Damaged Ball Bearings
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Topics: Ball bearings, Filtration, Condition monitoring, Overpasses, Rolling bearings, Vibration, Vibration analysis
Proceedings Papers

One Decade of Holospectral Technique: Review and Prospect

Liangsheng Qu, Guanghua Xu
Proc. ASME. DETC99, Volume 5: 13th Biennial Conference on Reliability, Stress Analysis, and Failure Prevention, 37-45, September 12–16, 1999
Publisher: American Society of Mechanical Engineers
Paper No: DETC99/RSAFP-8850
https://doi.org/10.1115/DETC99/RSAFP-8850
View Paper titled, One Decade of Holospectral Technique: Review and Prospect
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Topics: Bearings, Condition monitoring, Fault diagnosis, Machinery, Performance evaluation, Rotor balancing, Rotors, Sensors, Signals, Spectra (Spectroscopy)
Proceedings Papers

Research Into the Use of Fractal Geometry for Condition Monitoring of Machinery

Tianxiong Liu, Hongxing Hua, Zhaoneng Chen, Jimei Zhu
Proc. ASME. IDETC-CIE2001, Volume 6C: 18th Biennial Conference on Mechanical Vibration and Noise, 2899-2904, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/VIB-21644
https://doi.org/10.1115/DETC2001/VIB-21644
View Paper titled, Research Into the Use of Fractal Geometry for Condition Monitoring of Machinery
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Topics: Condition monitoring, Fractals, Geometry, Machinery, Dimensions, Signals, Wavelets, Noise (Sound), Pumps, Wavelet transforms
Proceedings Papers

Joint Application of Spectral Kurtosis and Velocity Synchrosqueezing Transform for Fault Diagnosis of Ball Bearing Under Nonstationary Conditions

Yunpeng Guan, Ming Liang, Dan-Sorin Necsulescu
Proc. ASME. IDETC-CIE2018, Volume 8: 30th Conference on Mechanical Vibration and Noise, V008T10A044, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86234
https://doi.org/10.1115/DETC2018-86234
View Paper titled, Joint Application of Spectral Kurtosis and Velocity Synchrosqueezing Transform for Fault Diagnosis of Ball Bearing Under Nonstationary Conditions
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Topics: Ball bearings, Bearings, Condition monitoring, Fault diagnosis, Impulse (Physics), Machinery, Resonance, Signals, Vibration
Proceedings Papers

Cutting Tool Wear Estimation Using a Genetic Algorithm Based Long Short-Term Memory Neural Network

Wennian Yu, Chris K. Mechefske, Il Yong Kim
Proc. ASME. IDETC-CIE2018, Volume 8: 30th Conference on Mechanical Vibration and Noise, V008T10A037, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85253
https://doi.org/10.1115/DETC2018-85253
View Paper titled, Cutting Tool Wear Estimation Using a Genetic Algorithm Based Long Short-Term Memory Neural Network
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Topics: Artificial neural networks, Cutting tools, Genetic algorithms, Wear, Errors, Condition monitoring, Milling, Optimization, Product quality, Time series
Proceedings Papers

A Generalized Method for Featurization of Manufacturing Signals, With Application to Tool Condition Monitoring

Max Ferguson, Kincho H. Law, Raunak Bhinge, Yung-Tsun Tina Lee
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A077, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67987
https://doi.org/10.1115/DETC2017-67987
View Paper titled, A Generalized Method for Featurization of Manufacturing Signals, With Application to Tool Condition Monitoring
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Topics: Condition monitoring, Manufacturing, Signals, Milling, Computer numerical control machine tools, Computers, Control equipment, Fourier transforms, Machine learning, Machinery
Proceedings Papers

A New Method EWT-Based for Rolling Element Bearing Weak Fault Diagnosis

Xingxing Jiang, Shunming Li, Chun Cheng, Aijuan Li
Proc. ASME. IDETC-CIE2015, Volume 8: 27th Conference on Mechanical Vibration and Noise, V008T13A095, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46022
https://doi.org/10.1115/DETC2015-46022
View Paper titled, A New Method EWT-Based for Rolling Element Bearing Weak Fault Diagnosis
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Topics: Fault diagnosis, Rolling bearings, Bearings, Signals, Vibration, Condition monitoring, Feature extraction, Machinery, Noise (Sound), Spectra (Spectroscopy)