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Proceedings Papers

Monitoring of Loading Status Inside Rolling Element Bearings Through Electromechanical Sensor Integration

Brian T. Holm-Hansen, Robert X. Gao
Proc. ASME. IMECE97, Dynamic Systems and Control, 329-335, November 16–21, 1997
Paper No: IMECE1997-0413
DOI: https://doi.org/10.1115/IMECE1997-0413
View Paper titled, Monitoring of Loading Status Inside Rolling Element Bearings Through Electromechanical Sensor Integration
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Topics: Rolling bearings, Sensors, Bearings, Design, Acoustic emissions, Ball bearings, Condition monitoring, Deflection, Dimensions, Finite element analysis
Proceedings Papers

Multiple Defect Analysis of a Sensor Integrated Ball Bearing

Brian T. Holm-Hansen, Robert X. Gao
Proc. ASME. IMECE98, Dynamic Systems and Control, 9-14, November 15–20, 1998
Paper No: IMECE1998-0227
DOI: https://doi.org/10.1115/IMECE1998-0227
View Paper titled, Multiple Defect Analysis of a Sensor Integrated Ball Bearing
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Topics: Ball bearings, Defect analysis, Sensors, Bearings, Engineering simulation, Simulation, Vibration, Vibrational spectra
Proceedings Papers

Sensor Module for Integrated Bearing Condition Monitoring

Changting Wang, Robert X. Gao
Proc. ASME. IMECE99, Dynamic Systems and Control, 721-728, November 14–19, 1999
Paper No: IMECE1999-0098
DOI: https://doi.org/10.1115/IMECE1999-0098
View Paper titled, Sensor Module for Integrated Bearing Condition Monitoring
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Topics: Bearings, Condition monitoring, Sensors, Signals, Algorithms, Ball bearings, Design, Electronics, Emission spectroscopy, Feature extraction
Proceedings Papers

Ultrasonic Sensor Placement Strategy for a Long Cane

Xiaofeng Cai, Robert X. Gao
Proc. ASME. IMECE99, Dynamic Systems and Control, 597-604, November 14–19, 1999
Paper No: IMECE1999-0080
DOI: https://doi.org/10.1115/IMECE1999-0080
View Paper titled, Ultrasonic Sensor Placement Strategy for a Long Cane
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Topics: Ultrasonic transducers, Sensors, Accuracy and precision, Dynamics (Mechanics), Finite element analysis, Structural design
Proceedings Papers

Design of a Wireless Sensor for Injection Molding Cavity Pressure Measurement

Li Zhang, Charles B. Theurer, Robert X. Gao, David O. Kazmer
Proc. ASME. IMECE2001, Dynamic Systems and Control, 1-7, November 11–16, 2001
Paper No: IMECE2001/DSC-24500
DOI: https://doi.org/10.1115/IMECE2001/DSC-24500
View Paper titled, Design of a Wireless Sensor for Injection Molding Cavity Pressure Measurement
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Topics: Cavities, Design, Injection molding, Pressure measurement, Sensors, Pressure, Injection molding machines, Switches
Proceedings Papers

A Biomechanical Model of Lumbar Spine

Subramanya Uppala, Robert X. Gao, Scott Cowan, K. Francis Lee
Proc. ASME. IMECE2000, Dynamic Systems and Control: Volume 1, 43-48, November 5–10, 2000
Paper No: IMECE2000-2282
DOI: https://doi.org/10.1115/IMECE2000-2282
View Paper titled, A Biomechanical Model of Lumbar Spine
Click here to open pdf in another window PDF for A Biomechanical Model of Lumbar Spine
Topics: Biomechanics, Lumbar spine, Finite element model, Bone, Annulus, Cartilage, Compression, Deformation, Design, Muscle
Proceedings Papers

Signal Distortion Compensation of Linear Time-Invariant Measurement System

Changting Wang, Robert X. Gao
Proc. ASME. IMECE2000, Dynamic Systems and Control: Volume 1, 99-104, November 5–10, 2000
Paper No: IMECE2000-2290
DOI: https://doi.org/10.1115/IMECE2000-2290
View Paper titled, Signal Distortion Compensation of Linear Time-Invariant Measurement System
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Topics: Measurement systems, Signals, Errors, Adaptive control, Calibration, Circuits, Design, Fourier series, Fourier transforms, Signal processing
Proceedings Papers

Feature-Based Transfer Learning for Bearing Fault Recognition Without Available Fault Data

Clayton Cooper, Dongdong Liu, Jianjing Zhang, Robert X. Gao
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A004, July 8–9, 2020
Paper No: ISFA2020-9636
DOI: https://doi.org/10.1115/ISFA2020-9636
View Paper titled, Feature-Based Transfer Learning for Bearing Fault Recognition Without Available Fault Data
Click here to open pdf in another window PDF for Feature-Based Transfer Learning for Bearing Fault Recognition Without Available Fault Data
Topics: Bearings, Electric motors, Flaw detection, Machine learning, Machinery, Rolling bearings, Wind turbines
Journal Articles

Artificial Intelligence in Advanced Manufacturing: Current Status and Future Outlook

Jorge F. Arinez, Qing Chang, Robert X. Gao, Chengying Xu, Jianjing Zhang
Journal: Journal of Manufacturing Science and Engineering
Article Type: Review Articles
J. Manuf. Sci. Eng. November 2020, 142(11): 110804.
Paper No: MANU-19-1581
DOI: https://doi.org/10.1115/1.4047855
Published Online: August 13, 2020
View Article titled, Artificial Intelligence in Advanced Manufacturing: Current Status and Future Outlook
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Topics: Artificial intelligence, Manufacturing, Manufacturing systems, Robots, Modeling, Collaboration
Journal Articles

Discrete Time-Delay Optimal Control Method for Experimental Active Chatter Suppression and Its Closed-Loop Stability Analysis

Xingwu Zhang, Ziyu Yin, Jiawei Gao, Jinxin Liu, Robert X. Gao, Hongrui Cao, Xuefeng Chen
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. May 2019, 141(5): 051003.
Paper No: MANU-18-1037
DOI: https://doi.org/10.1115/1.4043020
Published Online: March 22, 2019
View Article titled, Discrete Time-Delay Optimal Control Method for Experimental Active Chatter Suppression and Its Closed-Loop Stability Analysis
Click here to open pdf in another window PDF for Discrete Time-Delay Optimal Control Method for Experimental Active Chatter Suppression and Its Closed-Loop Stability Analysis
Topics: Chatter, Control equipment, Cutting, Delays, Milling, Optimal control, Stability, Design
Proceedings Papers

Multi-Mode Particle Filter for Bearing Remaining Life Prediction

Peng Wang, Ruqiang Yan, Robert X. Gao
Proc. ASME. MSEC2018, Volume 3: Manufacturing Equipment and Systems, V003T02A031, June 18–22, 2018
Paper No: MSEC2018-6638
DOI: https://doi.org/10.1115/MSEC2018-6638
View Paper titled, Multi-Mode Particle Filter for Bearing Remaining Life Prediction
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Topics: Bearings, Filters, Particulate matter, Service life (Equipment), Machinery, Rolling bearings, Vibration, Chain, Failure, Maintenance
Journal Articles

Design for Additive Manufacturing: Optimization of Piping Network in Compact System With Enhanced Path-Finding Approach

Pei Cao, Zhaoyan Fan, Robert X. Gao, J. Tang
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2018, 140(8): 081013.
Paper No: MANU-17-1724
DOI: https://doi.org/10.1115/1.4040320
Published Online: June 4, 2018
View Article titled, Design for Additive Manufacturing: Optimization of Piping Network in Compact System With Enhanced Path-Finding Approach
Click here to open pdf in another window PDF for Design for Additive Manufacturing: Optimization of Piping Network in Compact System With Enhanced Path-Finding Approach
Topics: Additive manufacturing, Algorithms, Design, Pipes, Piping design
Journal Articles

Cloud-Based Parallel Machine Learning for Tool Wear Prediction

Dazhong Wu, Connor Jennings, Janis Terpenny, Soundar Kumara, Robert X. Gao
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2018, 140(4): 041005.
Paper No: MANU-17-1344
DOI: https://doi.org/10.1115/1.4038002
Published Online: February 12, 2018
View Article titled, Cloud-Based Parallel Machine Learning for Tool Wear Prediction
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Topics: Algorithms, Machine learning, Wear, Manufacturing, Milling, Cloud computing, Cutting, Sensors, Vibration
Proceedings Papers

Induction Motor Fault Diagnosis and Classification Through Sparse Representation

Jianjing Zhang, Peng Wang, Chuang Sun, Ruqiang Yan, Robert X. Gao
Proc. ASME. DSCC2017, Volume 2: Mechatronics; Estimation and Identification; Uncertain Systems and Robustness; Path Planning and Motion Control; Tracking Control Systems; Multi-Agent and Networked Systems; Manufacturing; Intelligent Transportation and Vehicles; Sensors and Actuators; Diagnostics and Detection; Unmanned, Ground and Surface Robotics; Motion and Vibration Control Applications, V002T04A005, October 11–13, 2017
Paper No: DSCC2017-5259
DOI: https://doi.org/10.1115/DSCC2017-5259
View Paper titled, Induction Motor Fault Diagnosis and Classification Through Sparse Representation
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Topics: Electromagnetic induction, Engines, Fault diagnosis, Motors, Noise (Sound), Robustness, Feature extraction, Reliability, Signals, Vibration
Journal Articles

Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control

Peng Wang, Zhaoyan Fan, David O. Kazmer, Robert X. Gao
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101008.
Paper No: MANU-17-1065
DOI: https://doi.org/10.1115/1.4036907
Published Online: August 24, 2017
View Article titled, Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control
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Topics: Data fusion, Injection molding, Pressure, Quality control, Sensors, Temperature, Physics
Journal Articles

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Dazhong Wu, Connor Jennings, Janis Terpenny, Robert X. Gao, Soundar Kumara
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. July 2017, 139(7): 071018.
Paper No: MANU-16-1567
DOI: https://doi.org/10.1115/1.4036350
Published Online: April 18, 2017
View Article titled, A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests
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Topics: Algorithms, Artificial neural networks, Wear, Machine learning
Journal Articles

Pressure and Draw-In Maps for Stamping Process Monitoring

Sripati Sah, Numpon Mahayotsanun, Michael Peshkin, Jian Cao, Robert X. Gao
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. September 2016, 138(9): 091005.
Paper No: MANU-15-1585
DOI: https://doi.org/10.1115/1.4033039
Published Online: June 20, 2016
View Article titled, Pressure and Draw-In Maps for Stamping Process Monitoring
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Topics: Metal stamping, Pressure, Sensors, Sheet metal, Binders (Materials)
Journal Articles

Markov Nonlinear System Estimation for Engine Performance Tracking

Peng Wang, Robert X. Gao
Journal: Journal of Engineering for Gas Turbines and Power
Article Type: Research-Article
J. Eng. Gas Turbines Power. September 2016, 138(9): 091201.
Paper No: GTP-15-1211
DOI: https://doi.org/10.1115/1.4032680
Published Online: March 22, 2016
View Article titled, Markov Nonlinear System Estimation for Engine Performance Tracking
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Topics: Engines, Filters, Parameter estimation, Particulate matter, Nonlinear systems, Algorithms, Aircraft engines
Proceedings Papers

Dual-Tree Wavelet Packet Transform for Ultrasonic Data Transmission Through Metal Structures

Jinjiang Wang, Robert X. Gao, Xinyao Tang, Zhaoyan Fan, Peng Wang
Proc. ASME. MSEC2015, Volume 1: Processing, V001T02A112, June 8–12, 2015
Paper No: MSEC2015-9463
DOI: https://doi.org/10.1115/MSEC2015-9463
View Paper titled, Dual-Tree Wavelet Packet Transform for Ultrasonic Data Transmission Through Metal Structures
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Topics: Metalwork, Wavelets, Signal processing, Signal to noise ratio, Signals, Waves, Contamination, Diffraction, Manufacturing, Noise (Sound)
Journal Articles

Cloud Computing for Cloud Manufacturing: Benefits and Limitations

Peng Wang, Robert X. Gao, Zhaoyan Fan
Journal: Journal of Manufacturing Science and Engineering
Article Type: Technology Review
J. Manuf. Sci. Eng. August 2015, 137(4): 040901.
Paper No: MANU-14-1616
DOI: https://doi.org/10.1115/1.4030209
Published Online: August 1, 2015
View Article titled, Cloud Computing for Cloud Manufacturing: Benefits and Limitations
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Topics: Cloud computing, Manufacturing