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Satish Bukkapatnam
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Journal Articles

Special Issue: Cybersecurity in Manufacturing

Gaurav Ameta, Satish Bukkapatnam, Dan Li, Wenmeng Tian, Mark Yampolskiy, Fan Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. July 2024, 24(7): 070201.
Paper No: JCISE-24-1295
https://doi.org/10.1115/1.4065685
Published Online: June 13, 2024
View Article titled, Special Issue: Cybersecurity in Manufacturing
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Topics: Computer security, Manufacturing
Journal Articles

Effect of Microstructure on the Machinability of Natural Fiber Reinforced Plastic Composites: A Novel Explainable Machine Learning (XML) Approach

Qiyang Ma, Yuhao Zhong, Zimo Wang, Satish Bukkapatnam
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2024, 146(3): 031003.
Paper No: MANU-23-1293
https://doi.org/10.1115/1.4064039
Published Online: December 4, 2023
View Article titled, Effect of Microstructure on the Machinability of Natural Fiber Reinforced Plastic Composites: A Novel Explainable Machine Learning (XML) Approach
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Topics: Composite materials, Cutting, Fibers, Machinability, Machining, Machine learning
Journal Articles

Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes

Shilan Jin, Satish Bukkapatnam, Sean Michael Hayes, Yu Ding
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2023, 145(6): 061007.
Paper No: MANU-22-1523
https://doi.org/10.1115/1.4056809
Published Online: February 20, 2023
View Article titled, Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes
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Topics: Polishing, Signals, Vibration, Surface roughness
Proceedings Papers

Analysis of Degenerate Bifurcation in Machining Using a Nonlinear Model

M. S. Fofana, Satish Bukkapatnam
Proc. ASME. IDETC-CIE2001, Volume 6C: 18th Biennial Conference on Mechanical Vibration and Noise, 2371-2388, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/VIB-21582
https://doi.org/10.1115/DETC2001/VIB-21582
View Paper titled, Analysis of Degenerate Bifurcation in Machining Using a Nonlinear Model
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Topics: Bifurcation, Chatter, Machining, Manifolds, Simulation
Journal Articles

Identification of Microstructures in 3-D–Printed Ti-6Al-4V Using Acoustic Emission Cepstrum

Tapan Ganatma Nakkina, Ashif Sikandar Iquebal, Rama Krishna Sai S. Gorthi, Satish Bukkapatnam
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. July 2020, 4(2): 163–178.
Paper No: SSMS20190044
https://doi.org/10.1520/SSMS20190044
Published Online: July 29, 2020
View Article titled, Identification of Microstructures in 3-D–Printed Ti-6Al-4V Using Acoustic Emission Cepstrum
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Journal Articles

Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber–Reinforced Polymer Composite Machining Process

Zimo Wang, Pawan Dixit, Faissal Chegdani, Behrouz Takabi, Bruce L. Tai, Mohamed El Mansori, Satish Bukkapatnam
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. July 2020, 4(2): 179–198.
Paper No: SSMS20190042
https://doi.org/10.1520/SSMS20190042
Published Online: July 29, 2020
View Article titled, Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber–Reinforced Polymer Composite Machining Process
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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

A Gaussian Process Model-Guided Surface Polishing Process in Additive Manufacturing

Shilan Jin, Ashif Iquebal, Satish Bukkapatnam, Andrew Gaynor, Yu Ding
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2020, 142(1): 011003.
Paper No: MANU-19-1317
https://doi.org/10.1115/1.4045334
Published Online: November 20, 2019
View Article titled, A Gaussian Process Model-Guided Surface Polishing Process in Additive Manufacturing
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Topics: Polishing
Journal Articles

Real-Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process

Prahalad Rao, Satish Bukkapatnam, Omer Beyca, Zhenyu (James) Kong, Ranga Komanduri
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2014, 136(2): 021008.
Paper No: MANU-11-1393
https://doi.org/10.1115/1.4026210
Published Online: January 16, 2014
View Article titled, Real-Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process
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Topics: Machining, Sensors, Signals, Vibration, Dynamics (Mechanics), Finishes
eBook Chapter

Fitting a Function and Its Derivative

Series: ASME Press Select Proceedings
Publisher: ASME Press
Published: 2007
https://doi.org/10.1115/1.802655.paper73
ISBN-10: 0791802655
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Topics: Algorithms, Approximation, Artificial neural networks, Errors, Fittings, Multilayer perceptron
Journal Articles

Dynamic Modeling and Monitoring of Contour Crafting—An Extrusion-Based Layered Manufacturing Process

Satish Bukkapatnam, Ben Clark
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. February 2007, 129(1): 135–142.
https://doi.org/10.1115/1.2375137
Published Online: August 16, 2006
View Article titled, Dynamic Modeling and Monitoring of Contour Crafting—An Extrusion-Based Layered Manufacturing Process
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Topics: Dynamics (Mechanics), Extruding, Flow (Dynamics), Manufacturing, Nozzles, Signals, Vibration, Machinery, Modeling, Dynamic modeling