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Journal Articles

Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes

Accepted Manuscript
Mengfei Chen, Wenbo Sun, Weihong (Grace) Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1389
https://doi.org/10.1115/1.4066799
Published Online: October 9, 2024
View Article titled, Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes
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Topics: Manufacturing, Acoustic emissions, Convolutional neural networks, Deep learning, Filters, Inspection, Lasers, Manufacturing systems, Metal stamping, Micromachining
Journal Articles

The Microstructural Origins of Acoustic Emission Signatures Encountered During Fracture Cutting of Bovine Cortical Bone

Roshan Mishra, Michael Conward, Johnson Samuel
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2023, 145(9): 091009.
Paper No: MANU-23-1084
https://doi.org/10.1115/1.4062728
Published Online: July 13, 2023
View Article titled, The Microstructural Origins of Acoustic Emission Signatures Encountered During Fracture Cutting of Bovine Cortical Bone
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Topics: Acoustic emissions, Bone, Cutting, Failure mechanisms, Fracture (Materials), Fracture (Process), Signals
Journal Articles

Tool Wear Characterization in Turning of a Nickel Superalloy Through Customized Pin-On-Disk Tests and Acoustic Emission Signals Analysis

Rodolfo Franchi, Giovanna Rotella, Antonio Del Prete
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2022, 144(12): 121008.
Paper No: MANU-22-1162
https://doi.org/10.1115/1.4054992
Published Online: August 25, 2022
View Article titled, Tool Wear Characterization in Turning of a Nickel Superalloy Through Customized Pin-On-Disk Tests and Acoustic Emission Signals Analysis
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Topics: Acoustic emissions, Disks, Signals, Tribology, Wear, Machining, Turning
Journal Articles

A Microstructure-Based Mechanistic Model for Bone Sawing: Part 2—Acoustic Energy Rate Predictions

Roshan Mishra, Michael Conward, Johnson Samuel
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2021, 143(12): 121010.
Paper No: MANU-21-1034
https://doi.org/10.1115/1.4051237
Published Online: July 5, 2021
View Article titled, A Microstructure-Based Mechanistic Model for Bone Sawing: Part 2—Acoustic Energy Rate Predictions
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Topics: Bone, Cutting, Sawing, Calibration, Modeling, Acoustic emissions
Journal Articles

Acoustic Emission Characterization of Natural Fiber Reinforced Plastic Composite Machining Using a Random Forest Machine Learning Model

Zimo Wang, Faissal Chegdani, Neehar Yalamarti, Behrouz Takabi, Bruce Tai, Mohamed El Mansori, Satish Bukkapatnam
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2020, 142(3): 031003.
Paper No: MANU-19-1219
https://doi.org/10.1115/1.4045945
Published Online: January 31, 2020
View Article titled, Acoustic Emission Characterization of Natural Fiber Reinforced Plastic Composite Machining Using a Random Forest Machine Learning Model
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Topics: Acoustic emissions, Composite materials, Cutting, Fibers, Fracture (Materials), Machining, Signals, Fracture (Process), Sensors, Fiber reinforced plastics
Includes: Supplementary data
Journal Articles

Experimental Evaluation of Laser-Assisted Micromilling in a Slotting Configuration

Jonathan A. Shelton, Yung C. Shin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2010, 132(2): 021008.
https://doi.org/10.1115/1.4001142
Published Online: March 31, 2010
View Article titled, Experimental Evaluation of Laser-Assisted Micromilling in a Slotting Configuration
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Topics: Acoustic emissions, Cutting, Finite element model, Lasers, Micromilling, Modeling, Temperature, Transients (Dynamics), Wear, Finishes
Journal Articles

Precision Laser Deburring and Acoustic Emission Feedback

Seoung Hwan Lee, David A. Dornfeld, Fellow ASME,
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. May 2001, 123(2): 356–364.
https://doi.org/10.1115/1.1346689
Published Online: November 1, 1999
View Article titled, Precision Laser Deburring and Acoustic Emission Feedback
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Topics: Acoustic emissions, Deburring, Feedback, Lasers, Machining, Signals, Sensors, Cutting
Journal Articles

Analysis of Acoustic Emission Signals in Machining

S. T. S. Bukkapatnam, S. R. T. Kumara, A. Lakhtakia
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1999, 121(4): 568–576.
https://doi.org/10.1115/1.2833058
Published Online: November 1, 1999
View Article titled, Analysis of Acoustic Emission Signals in Machining
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Topics: Acoustic emissions, Machining, Signals, Artificial neural networks, Wavelets, Chaos theory, State estimation, Wear
Journal Articles

Acoustic Emission Monitoring of Tool Wear in End-Milling Using Time-Domain Averaging

D. V. Hutton, F. Hu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 1999, 121(1): 8–12.
https://doi.org/10.1115/1.2830581
Published Online: February 1, 1999
View Article titled, Acoustic Emission Monitoring of Tool Wear in End-Milling Using Time-Domain Averaging
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Topics: Acoustic emissions, Milling, Wear, Signals, Signal processing
Journal Articles

Multi-Category Classification of Tool Conditions Using Wavelet Packets and ART2 Network

Y. M. Niu, Y. S. Wong, G. S. Hong, T. I. Liu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1998, 120(4): 807–816.
https://doi.org/10.1115/1.2830224
Published Online: November 1, 1998
View Article titled, Multi-Category Classification of Tool Conditions Using Wavelet Packets and ART2 Network
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Topics: Wavelets, Transients (Dynamics), Wear, Electromagnetic spectrum, Signals, Acoustic emissions, Artificial neural networks, Cutting, Fracture (Materials), Fracture (Process)
Journal Articles

A Comprehensive Identification of Tool Failure and Chatter Using a Parallel Multi-ART2 Neural Network

X. Q. Li, Y. S. Wong, A. Y. C. Nee
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 1998, 120(2): 433–442.
https://doi.org/10.1115/1.2830144
Published Online: May 1, 1998
View Article titled, A Comprehensive Identification of Tool Failure and Chatter Using a Parallel Multi-ART2 Neural Network
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Topics: Artificial neural networks, Chatter, Failure, Electromagnetic spectrum, Signals, Acoustic emissions, Cutting, Machining, Turning
Journal Articles

Acoustic Emission Characteristics of Abrasive Flow Machining

R. E. Williams
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 1998, 120(2): 264–271.
https://doi.org/10.1115/1.2830123
Published Online: May 1, 1998
View Article titled, Acoustic Emission Characteristics of Abrasive Flow Machining
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Topics: Acoustic emissions, Flow (Dynamics), Machining, Atomic force microscopy, Signals, Adaptive control, Cylinders, Design, Ejectors, Elastomers
Journal Articles

Far-Field Initial Response of Acoustic Emission From Cracking in a Weldment

C.-K. Fang, E. Kannatey-Asibu, Jr., J. R. Barber
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 1997, 119(3): 281–289.
https://doi.org/10.1115/1.2831105
Published Online: August 1, 1997
View Article titled, Far-Field Initial Response of Acoustic Emission From Cracking in a Weldment
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Topics: Acoustic emissions, Fracture (Process), Fracture (Materials), Displacement, Crack propagation, Sensors, Signals, Stress, Traction
Journal Articles

Correlation Between Acoustic Emission and Wear of Multi-Layer Ceramic Coated Carbide Tools

S.-S. Cho, K. Komvopoulos
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 1997, 119(2): 238–246.
https://doi.org/10.1115/1.2831100
Published Online: May 1, 1997
View Article titled, Correlation Between Acoustic Emission and Wear of Multi-Layer Ceramic Coated Carbide Tools
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Topics: Acoustic emissions, Carbide cutting tools, Ceramics, Wear, Signals, Cutting, Coating processes, Coatings, Deformation, Delamination
Journal Articles

Pipeline Leak Detection System for Oil and Gas Flowlines

J. M. Rajtar, R. Muthiah
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 1997, 119(1): 105–109.
https://doi.org/10.1115/1.2836545
Published Online: February 1, 1997
View Article titled, Pipeline Leak Detection System for Oil and Gas Flowlines
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Topics: Leakage, Pipelines, Acoustic emissions, Fluids, Manufacturing systems, Petroleum, Pressure, Signals, Steel, Two-phase flow
Journal Articles

Assessment of Tool Wear in Milling Using Acoustic Emission Detected by a Fiber-Optic Interferometer

T. A. Carolan, D. P. Hand, J. S. Barton, J. D. C. Jones, P. Wilkinson, R. L. Reuben
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 1996, 118(3): 428–433.
https://doi.org/10.1115/1.2831048
Published Online: August 1, 1996
View Article titled, Assessment of Tool Wear in Milling Using Acoustic Emission Detected by a Fiber-Optic Interferometer
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Topics: Acoustic emissions, Fibers, Interferometers, Milling, Wear, Calibration, Cutting tools, Displacement, Frequency response, Piezoelectric transducers
Journal Articles

Modeling and Analysis of Acoustic Emission in Diamond Turning

J. J. Liu, D. A. Dornfeld
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 1996, 118(2): 199–207.
https://doi.org/10.1115/1.2831012
Published Online: May 1, 1996
View Article titled, Modeling and Analysis of Acoustic Emission in Diamond Turning
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Topics: Acoustic emissions, Diamond turning, Modeling, Signals, Stress, Cutting, Diamond tools, Emission spectroscopy, Rollers, Spectroscopy
Journal Articles

A Customized Neural Network for Sensor Fusion in On-Line Monitoring of Cutting Tool Wear

Choon Seong Leem, D. A. Dornfeld, S. E. Dreyfus
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. May 1995, 117(2): 152–159.
https://doi.org/10.1115/1.2803289
Published Online: May 1, 1995
View Article titled, A Customized Neural Network for Sensor Fusion in On-Line Monitoring of Cutting Tool Wear
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Topics: Artificial neural networks, Cutting tools, Sensors, Wear, Monitoring systems, Acoustic emissions, Algorithms, Errors, Force sensors, Machining
Journal Articles

Tool Wear Monitoring at Turning

E. Waschkies, C. Sklarczyk, K. Hepp
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. November 1994, 116(4): 521–524.
https://doi.org/10.1115/1.2902138
Published Online: November 1, 1994
View Article titled, Tool Wear Monitoring at Turning
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Topics: Turning, Wear, Signals, Acoustic emissions, Machining, Noise (Sound), Abrasion, Collisions (Physics), Finishing
Journal Articles

Acoustic Emission Source and Transmission Path Characterization Through Homomorphic Processing

J. A. Rice, S. M. Wu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 1994, 116(1): 32–41.
https://doi.org/10.1115/1.2901807
Published Online: February 1, 1994
View Article titled, Acoustic Emission Source and Transmission Path Characterization Through Homomorphic Processing
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Topics: Acoustic emissions, Cutting, Sensors, Signals