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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

J. Manuf. Sci. Eng. May 2023, 145(5): 051005.

Paper No: MANU-22-1330

DOI: https://doi.org/10.1115/1.4056540

Published Online: January 19, 2023

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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

J. Manuf. Sci. Eng. February 2023, 145(2): 021009.

Paper No: MANU-22-1226

DOI: https://doi.org/10.1115/1.4055604

Published Online: October 19, 2022

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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

J. Manuf. Sci. Eng. September 2022, 144(9): 091003.

Paper No: MANU-21-1397

DOI: https://doi.org/10.1115/1.4054158

Published Online: April 8, 2022

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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

J. Manuf. Sci. Eng. May 2022, 144(5): 051002.

Paper No: MANU-21-1205

DOI: https://doi.org/10.1115/1.4052392

Published Online: October 22, 2021

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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

J. Manuf. Sci. Eng. April 2011, 133(2): 021015.

DOI: https://doi.org/10.1115/1.4003786

Published Online: April 4, 2011

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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

J. Manuf. Sci. Eng. December 2008, 130(6): 061012.

DOI: https://doi.org/10.1115/1.3010713

Published Online: November 4, 2008

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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

J. Manuf. Sci. Eng. February 2006, 128(1): 154–166.

DOI: https://doi.org/10.1115/1.1948399

Published Online: September 9, 2004

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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

J. Manuf. Sci. Eng. August 2005, 127(3): 463–475.

DOI: https://doi.org/10.1115/1.1948397

Published Online: September 1, 2004

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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

J. Manuf. Sci. Eng. August 2005, 127(3): 446–453.

DOI: https://doi.org/10.1115/1.1948394

Published Online: July 8, 2004

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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

J. Manuf. Sci. Eng. November 2002, 124(4): 891–898.

DOI: https://doi.org/10.1115/1.1510520

Published Online: October 23, 2002

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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

J. Manuf. Sci. Eng. August 1998, 120(3): 489–495.

DOI: https://doi.org/10.1115/1.2830151

Published Online: August 1, 1998

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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

J. Manuf. Sci. Eng. August 1997, 119(3): 444–447.

DOI: https://doi.org/10.1115/1.2831127

Published Online: August 1, 1997

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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

J. Manuf. Sci. Eng. May 1994, 116(2): 225–232.

DOI: https://doi.org/10.1115/1.2901934

Published Online: May 1, 1994

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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

J. Manuf. Sci. Eng. February 1994, 116(1): 130–133.

DOI: https://doi.org/10.1115/1.2901803

Published Online: February 1, 1994

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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

J. Manuf. Sci. Eng. November 1992, 114(4): 386–392.

DOI: https://doi.org/10.1115/1.2900688

Published Online: November 1, 1992

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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

J. Manuf. Sci. Eng. February 1990, 112(1): 57–62.

DOI: https://doi.org/10.1115/1.2899295

Published Online: February 1, 1990

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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

J. Manuf. Sci. Eng. August 1989, 111(3): 199–205.

DOI: https://doi.org/10.1115/1.3188750

Published Online: August 1, 1989

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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

J. Manuf. Sci. Eng. August 1988, 110(3): 288–296.

DOI: https://doi.org/10.1115/1.3187883

Published Online: August 1, 1988

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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

J. Manuf. Sci. Eng. November 1987, 109(4): 275–280.

DOI: https://doi.org/10.1115/1.3187129

Published Online: November 1, 1987

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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

J. Manuf. Sci. Eng. November 1987, 109(4): 377–384.

DOI: https://doi.org/10.1115/1.3187142

Published Online: November 1, 1987

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Topics: Modal analysis, Lumped parameter models, Milling machines, Mode shapes, Structural dynamics, Time series

Journal citation

NARROW

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

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

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

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

Throughput Bottleneck Prediction of Manufacturing Systems Using Time Series Analysis

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

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

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

Simultaneous Stability and Surface Location Error Predictions in Milling

Time Series Control Charts in the Presence of Model Uncertainty

Process Mean Shift Detection Using Prediction Error Analysis

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

Tool Wear Monitoring in Diamond Turning by Fuzzy Pattern Recognition

Preemptive Diagnosis of Minor Machine Failure by DDS Spectrum Analysis

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

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

Tool Wear Detection Using Time Series Analysis of Acoustic Emission

A Simplified Identification Method for Autoregressive Models of Cutting Force Dynamics

Determination of Inner and Outer Modulation Dynamics in Orthogonal Cutting

A New Time Domain Multiple Input Modal Analysis Method

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