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Journal Articles

Flaw Detection in Multi-Laser Powder Bed Fusion Using In Situ Coaxial Multi-Spectral Sensing and Deep Learning

Amit Surana, Matthew E. Lynch, Abdalla R. Nassar, Greg C. Ojard, Brian A. Fisher, David Corbin, Ryan Overdorff
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051005.
Paper No: MANU-22-1330
https://doi.org/10.1115/1.4056540
Published Online: January 19, 2023
View Article titled, Flaw Detection in Multi-Laser Powder Bed Fusion Using In Situ Coaxial Multi-Spectral Sensing and Deep Learning
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Topics: Flaw detection, Lasers, Sensors, Image segmentation, Resolution (Optics), Semantics, Time series, Testing
Journal Articles

A New Evaluation Metric for Demand Response-Driven Real-Time Price Prediction Towards Sustainable Manufacturing

Lingxiang Yun, Lin Li
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2023, 145(2): 021009.
Paper No: MANU-22-1226
https://doi.org/10.1115/1.4055604
Published Online: October 19, 2022
View Article titled, A New Evaluation Metric for Demand Response-Driven Real-Time Price Prediction Towards Sustainable Manufacturing
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Topics: Algorithms, Artificial neural networks, Manufacturing, Manufacturing systems, Sustainability, Time series, Machinery
Journal Articles

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Christian Kubik, Dirk Alexander Molitor, Marco Becker, Peter Groche
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091003.
Paper No: MANU-21-1397
https://doi.org/10.1115/1.4054158
Published Online: April 8, 2022
View Article titled, Knowledge Discovery in Engineering Applications Using Machine Learning Techniques
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Topics: Blanking (Metalworking), Chain, Data acquisition, Data mining, Engineering systems and industry applications, Machine learning, Manufacturing, Manufacturing systems, Modeling, Sensors
Journal Articles

Influence of the Ultrasonic Vibration on System Dynamic Responses in the Multi-Ball Surface Burnishing Process

Cong Ding, Zhenyu Zhou, Zhongyu Piao, Pengzhan Mao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2022, 144(5): 051002.
Paper No: MANU-21-1205
https://doi.org/10.1115/1.4052392
Published Online: October 22, 2021
View Article titled, Influence of the Ultrasonic Vibration on System Dynamic Responses in the Multi-Ball Surface Burnishing Process
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Topics: Alloys, Chaos theory, Friction, Surface properties, System dynamics, Vibration, Dynamic response, Time series
Journal Articles

Throughput Bottleneck Prediction of Manufacturing Systems Using Time Series Analysis

Lin Li, Qing Chang, Guoxian Xiao, Saumil Ambani
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2011, 133(2): 021015.
https://doi.org/10.1115/1.4003786
Published Online: April 4, 2011
View Article titled, Throughput Bottleneck Prediction of Manufacturing Systems Using Time Series Analysis
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Topics: Machinery, Manufacturing systems, Modeling, Time series, Downtime, Assembly lines, Algorithms
Journal Articles

A Singular Value Decomposition Approach to Similarity Evaluation Between Servo Loops of CNC Machine Tools

Zhixiang Xu, Tim Green
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2008, 130(6): 061012.
https://doi.org/10.1115/1.3010713
Published Online: November 4, 2008
View Article titled, A Singular Value Decomposition Approach to Similarity Evaluation Between Servo Loops of CNC Machine Tools
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Topics: Computer numerical control machine tools, Interpolation, Servomechanisms, Time series, Machinery, Attractors, Machine tools
Journal Articles

Empirical Model Decomposition Based Time-Frequency Analysis for the Effective Detection of Tool Breakage

Yonghong Peng
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. February 2006, 128(1): 154–166.
https://doi.org/10.1115/1.1948399
Published Online: September 9, 2004
View Article titled, Empirical Model Decomposition Based Time-Frequency Analysis for the Effective Detection of Tool Breakage
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Topics: Cutting, Milling, Spectra (Spectroscopy), Time-frequency analysis, Condition monitoring, Time series
Journal Articles

A Diagnostic Approach for Turning Tool Based on the Dynamic Force Signals

S. E. Oraby, A. F. Al-Modhuf, D. R. Hayhurst
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. August 2005, 127(3): 463–475.
https://doi.org/10.1115/1.1948397
Published Online: September 1, 2004
View Article titled, A Diagnostic Approach for Turning Tool Based on the Dynamic Force Signals
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Topics: Cutting, Signals, Time series, Wear, Damping
Journal Articles

Simultaneous Stability and Surface Location Error Predictions in Milling

Brian P. Mann, Keith A. Young, Tony L. Schmitz, David N. Dilley
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. August 2005, 127(3): 446–453.
https://doi.org/10.1115/1.1948394
Published Online: July 8, 2004
View Article titled, Simultaneous Stability and Surface Location Error Predictions in Milling
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Topics: Cutting, Errors, Milling, Stability, Time series, Free vibrations, Displacement
Journal Articles

Time Series Control Charts in the Presence of Model Uncertainty

Daniel W. Apley, Assistant Professor, Mem., ASME
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. November 2002, 124(4): 891–898.
https://doi.org/10.1115/1.1510520
Published Online: October 23, 2002
View Article titled, Time Series Control Charts in the Presence of Model Uncertainty
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Topics: Errors, Quality control charts, Time series, Uncertainty, Modeling, Design
Journal Articles

Process Mean Shift Detection Using Prediction Error Analysis

S. J. Hu, Y. G. Liu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 1998, 120(3): 489–495.
https://doi.org/10.1115/1.2830151
Published Online: August 1, 1998
View Article titled, Process Mean Shift Detection Using Prediction Error Analysis
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Topics: Error analysis, Quality control charts, Automobiles, Engineering simulation, Errors, Manufacturing, Process monitoring, Simulation, Time series
Journal Articles

In-process Evaluation of the Overall Machining Performance in Finish-Turning via Single Data Source

X. D. Fang, Y. L. Yao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. August 1997, 119(3): 444–447.
https://doi.org/10.1115/1.2831127
Published Online: August 1, 1997
View Article titled, In-process Evaluation of the Overall Machining Performance in Finish-Turning via Single Data Source
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Topics: Machining, Turning, Wear, Sensors, Cutting, Artificial neural networks, Dynamometers, Signals, Surface roughness, Time series
Journal Articles

Tool Wear Monitoring in Diamond Turning by Fuzzy Pattern Recognition

Tae Jo Ko, Dong Woo Cho
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 1994, 116(2): 225–232.
https://doi.org/10.1115/1.2901934
Published Online: May 1, 1994
View Article titled, Tool Wear Monitoring in Diamond Turning by Fuzzy Pattern Recognition
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Topics: Diamond turning, Pattern recognition, Wear, Diamond tools, Cutting, Ambiguity, Crystals, Machining, Modeling, Signals
Journal Articles

Preemptive Diagnosis of Minor Machine Failure by DDS Spectrum Analysis

S. Y. Hong, J. Ni, S. M. Wu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. February 1994, 116(1): 130–133.
https://doi.org/10.1115/1.2901803
Published Online: February 1, 1994
View Article titled, Preemptive Diagnosis of Minor Machine Failure by DDS Spectrum Analysis
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Topics: Emission spectroscopy, Failure, Machinery, Spectroscopy, Drilling, Gears, Motors, Robotics, Ball bearings, Bearings
Journal Articles

Prediction of Cutting Forces and Tool Breakage in Milling from Feed Drive Current Measurements

Y. Altintas
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1992, 114(4): 386–392.
https://doi.org/10.1115/1.2900688
Published Online: November 1, 1992
View Article titled, Prediction of Cutting Forces and Tool Breakage in Milling from Feed Drive Current Measurements
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Topics: Cutting, Milling, Failure, Force measurement, Friction, Motors, Algorithms, Control systems, Filters, Filtration
Journal Articles

An Enhanced Quality Evaluation System for Continuous Manufacturing Processes, Part 1: Theory

K. J. Dooley, S. G. Kapoor
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 1990, 112(1): 57–62.
https://doi.org/10.1115/1.2899295
Published Online: February 1, 1990
View Article titled, An Enhanced Quality Evaluation System for Continuous Manufacturing Processes, Part 1: Theory
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Topics: Manufacturing, Statistics, Time series
Journal Articles

Tool Wear Detection Using Time Series Analysis of Acoustic Emission

S. Y. Liang, D. A. Dornfeld
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 1989, 111(3): 199–205.
https://doi.org/10.1115/1.3188750
Published Online: August 1, 1989
View Article titled, Tool Wear Detection Using Time Series Analysis of Acoustic Emission
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Topics: Acoustic emissions, Time series, Wear, Cutting, Cutting tools, Signals, Dislocations, Friction, Gradient methods, Machining
Journal Articles

A Simplified Identification Method for Autoregressive Models of Cutting Force Dynamics

N. Olgac, J. R. Guttermuth
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 1988, 110(3): 288–296.
https://doi.org/10.1115/1.3187883
Published Online: August 1, 1988
View Article titled, A Simplified Identification Method for Autoregressive Models of Cutting Force Dynamics
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Topics: Cutting, Dynamics (Mechanics), Machining, Time series, Error analysis, Manufacturing technology, Metals
Journal Articles

Determination of Inner and Outer Modulation Dynamics in Orthogonal Cutting

T. Y. Ahn, K. F. Eman, S. M. Wu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1987, 109(4): 275–280.
https://doi.org/10.1115/1.3187129
Published Online: November 1, 1987
View Article titled, Determination of Inner and Outer Modulation Dynamics in Orthogonal Cutting
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Topics: Cutting, Dynamics (Mechanics), Errors, Excitation, Inertia (Mechanics), Instrumentation, Machine tools, Modeling, Noise (Sound), Signal processing
Journal Articles

A New Time Domain Multiple Input Modal Analysis Method

D. W. Cho, K. F. Eman, S. M. Wu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1987, 109(4): 377–384.
https://doi.org/10.1115/1.3187142
Published Online: November 1, 1987
View Article titled, A New Time Domain Multiple Input Modal Analysis Method
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Topics: Modal analysis, Lumped parameter models, Milling machines, Mode shapes, Structural dynamics, Time series