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Journal Articles

Material Lateral Position Guiding during Calendering Process via Material Width Change Modeling and Model Predictive Control

Accepted Manuscript
Haozhen Chen, Jun Ni, Yangbing Lou
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1191
https://doi.org/10.1115/1.4067612
Published Online: January 10, 2025
... 29 12 2024 30 12 2024 10 01 2025 Control and automation Modeling and simulation nontraditional manufacturing processes Process engineering Journal of Manufacturing Science and Engineering. Received March 18, 2024; Accepted manuscript posted January 10, 2025. doi:10.1115...
View Article titled, Material Lateral Position Guiding during Calendering Process via Material Width Change Modeling and Model Predictive Control
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Topics: Modeling, Predictive control
Journal Articles

Integrated Energy Optimization in Manufacturing through Multiagent Deep Reinforcement Learning: Holistic Control of Manufacturing, Microgrid Systems, and Battery Storage

Accepted Manuscript
Muhammad Waseem, Mihitha Sarinda Maithripala, Qing Chang, Zongli Lin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1440
https://doi.org/10.1115/1.4067614
Published Online: January 10, 2025
... 2024 10 01 2025 Control and automation Modeling and simulation Sustainable manufacturing National Science Foundation 10.13039/100000001 2243930 Accepted Manuscript Not Copyedited Journal of Manufacturing Science and Engineering. Received June 25, 2024; Accepted manuscript...
View Article titled, Integrated Energy Optimization in Manufacturing through Multiagent Deep Reinforcement Learning: Holistic Control of Manufacturing, Microgrid Systems, and Battery Storage
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Topics: Batteries, Deep reinforcement learning, Manufacturing, Microgrids, Optimization, Storage
Journal Articles

Adaptive Robot Motion Planning for Smart Manufacturing Based on Digital Twin and Bayesian Optimization-Enhanced Reinforcement Learning

Accepted Manuscript
Qi Zhou, Jin Wu, Boyan Li, Sikai Li, Bohan Feng, Jiangshan Liu, Youyi Bi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1544
https://doi.org/10.1115/1.4067616
Published Online: January 10, 2025
... Email: liboyan@sjtu.edu.cn Email: skevinci@sjtu.edu.cn Email: bohan.feng@sjtu.edu.cn Email: jiangshan.liu@sjtu.edu.cn Email: youyi.bi@sjtu.edu.cn 07 08 2024 15 12 2024 17 12 2024 10 01 2025 Assembly Control and automation robotics and flexible tooling...
View Article titled, Adaptive Robot Motion Planning for Smart Manufacturing Based on Digital Twin and Bayesian Optimization-Enhanced Reinforcement Learning
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Topics: Digital twin, Manufacturing, Optimization, Reinforcement learning, Robot motion, Robotics
Journal Articles

Flexible tooling enabled by the electromagnetics with discrete blank holding force: Short-time pulse control and forming validation

Accepted Manuscript
Lei Li, Guozeng Hu, Rui Jin, Hai Du, Haihong Huang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1636
https://doi.org/10.1115/1.4067476
Published Online: December 19, 2024
... 12 2024 Email: huanghaihong@hfut.edu.cn Email: lei_li@hfut.edu.cn Email: 1924149671@qq.com Email: hfur_jr@live.com Email: 1239514061@qq.com Control and automation Modeling and simulation Sustainable manufacturing Accepted Manuscript Not Copyedited Journal...
View Article titled, Flexible tooling enabled by the electromagnetics with discrete blank holding force: Short-time pulse control and forming validation
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Topics: Blanks, Electromagnetic force, Flexible tooling, Errors, Circuits, Currents, Design, Doors, Engineering prototypes, Geomagnetic poles
Journal Articles

ADDOPT: AN ADDITIVE MANUFACTURING OPTIMAL CONTROL FRAMEWORK DEMONSTRATED IN MINIMIZING LAYER-LEVEL THERMAL VARIANCE IN ELECTRON BEAM POWDER BED FUSION

Accepted Manuscript
Mikhail Khrenov, William Frieden Templeton, Sneha Prabha Narra
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1484
https://doi.org/10.1115/1.4067325
Published Online: December 5, 2024
... for the application of optimal control theory to part-scale optimization and control in AM. 15 07 2024 26 11 2024 27 11 2024 05 12 2024 Email: mkhrenov@cmu.edu Email: wfrieden@andrew.cmu.edu Email: snarra@andrew.cmu.edu Additive manufacturing Control and automation...
View Article titled, ADDOPT: AN ADDITIVE MANUFACTURING OPTIMAL CONTROL FRAMEWORK DEMONSTRATED IN MINIMIZING LAYER-LEVEL THERMAL VARIANCE IN ELECTRON BEAM POWDER BED FUSION
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Topics: Additive manufacturing, Cathode ray oscilloscopes, Electron beams, Modeling, Optimal control, Production planning, Simulation
Journal Articles

Enhancing Production in Robot-Enabled Manufacturing Systems: A Dynamic Model and Moving Horizon Control Strategy for Mobile Robot Assignment

Kshitij Bhatta, Qing Chang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2025, 147(4): 041002.
Paper No: MANU-24-1531
https://doi.org/10.1115/1.4066978
Published Online: November 21, 2024
... = reinforcement learning SAGV = self-organized autonomous-guided vehicles SR matrix = skill-robot matrix VDAC = value decomposition actor critic smart manufacturing robot task assignment manufacturing systems collaborative robots computer-integrated manufacturing control...
View Article titled, Enhancing Production in Robot-Enabled Manufacturing Systems: A Dynamic Model and Moving Horizon Control Strategy for Mobile Robot Assignment
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Topics: Manufacturing systems, Robots, Mobile robots
Journal Articles

A Review of Advanced Roll-to-Roll Manufacturing: System Modeling and Control

Christopher Martin, Qishen Zhao, Anjali Patel, Enrique Velasquez, Dongmei Chen, Wei Li
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2025, 147(4): 041004.
Paper No: MANU-24-1603
https://doi.org/10.1115/1.4067053
Published Online: November 21, 2024
.... , Hong , K.-S. , and Ngo , Q. H. , 2010 , “ Transverse Vibration Control of Axially Moving Web Systems by Regulation of Axial Tension ,” International Conference on Control, Automation and Systems , Gyeonggi-do, South Korea , Oct. 27–30 . [100] Choi , K. H. , Tran , T. T...
View Article titled, A Review of Advanced Roll-to-Roll Manufacturing: System Modeling and Control
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Topics: Control modeling, Dynamics (Mechanics), Errors, Manufacturing, Modeling, Rollers, Tension, Control equipment, Flexible electronics, Manufacturing systems
Journal Articles

Prediction of Thermally Induced Axial Displacement of Mechanical Components Using LightGBM

Yohichi Nakao, Fuusei Yagi, Tsuyoshi Sato
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2025, 147(1): 011009.
Paper No: MANU-24-1405
https://doi.org/10.1115/1.4066959
Published Online: November 21, 2024
...: r202470148ok@jindai.jp 07 06 2024 21 08 2024 22 08 2024 21 11 2024 Graphical Abstract Figure control and automation machine tool dynamics sensing monitoring and diagnostics sensors In recent years, the decline in the working-age population has increased...
View Article titled, Prediction of Thermally Induced Axial Displacement of Mechanical Components Using LightGBM
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Topics: Displacement, Machine learning, Servomotors, Heat, Temperature, Sensors
Journal Articles

Operational Modal Analysis of Self-Excited Vibrations in Milling Considering Periodic Dynamics

Ayberk Zorlu, Keivan Ahmadi, Ali Ebrahimi-Tirtashi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2025, 147(2): 021010.
Paper No: MANU-24-1462
https://doi.org/10.1115/1.4066797
Published Online: November 18, 2024
... 11 2024 Email: tirtashi@uvic.ca Email: ayberkz19@uvic.ca 1 Corresponding author. Email: kvahmadi@uvic.ca control and automation machine tool dynamics machining processes modeling and simulation sensing monitoring and diagnostics References [1...
View Article titled, Operational Modal Analysis of Self-Excited Vibrations in Milling Considering Periodic Dynamics
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Topics: Chatter, Dynamics (Mechanics), Machining, Milling, Modal analysis, Poles (Building), Stability, Vibration, Computer simulation, Bifurcation
Journal Articles

Modeling of Ball Screw–Nut Interface Stiffness With Wear (Ball Screw Wear Dynamics)

Hoda Heydarnia, Yusuf Altintas
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2025, 147(2): 021005.
Paper No: MANU-24-1231
https://doi.org/10.1115/1.4066544
Published Online: October 14, 2024
... 02 04 2024 04 09 2024 06 09 2024 14 10 2024 1 Corresponding author. Email: hheydarn@student.ubc.ca Email: altintas@mech.ubc.ca ball screw wear faults structural dynamics computer-integrated manufacturing control and automation design for manufacturing machine...
View Article titled, Modeling of Ball Screw–Nut Interface Stiffness With Wear (Ball Screw Wear Dynamics)
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Topics: Screws, Stiffness, Wear
Journal Articles

Concept of Error Compensation for Nonorthogonality in Two-Axis Displacement Measurement System Utilizing Single Grating Scale and Littrow Configuration

Masaki Michihata, Souki Fujimura, Shuzo Masui, Satoru Takahashi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2025, 147(1): 011004.
Paper No: MANU-24-1366
https://doi.org/10.1115/1.4066035
Published Online: October 4, 2024
... 30 05 2024 13 07 2024 15 07 2024 04 10 2024 Graphical Abstract Figure control and automation inspection and quality control metrology Japan Society for the Promotion of Science 10.13039/501100001691 23H01313 There has been a growing demand...
View Article titled, Concept of Error Compensation for Nonorthogonality in Two-Axis Displacement Measurement System Utilizing Single Grating Scale and Littrow Configuration
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Topics: Diffraction gratings, Displacement measurement, Displacement
Journal Articles

4DYNAMO: Analyzing and Optimizing Process Parameters in 4D Printing for Dyna mic 3D Shape Mo rphing Accuracy

Michael Biehler, Daniel Lin, Reinaldo Mock, Jianjun Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2024, 146(10): 101009.
Paper No: MANU-24-1265
https://doi.org/10.1115/1.4066222
Published Online: August 29, 2024
... Figure 4D printing dynamic 3D profile evolution process optimization and control 3D point clouds additive manufacturing control and automation inspection and quality control modeling and simulation nontraditional manufacturing processes process engineering sensing monitoring...
View Article titled, 4DYNAMO: Analyzing and Optimizing Process Parameters in 4D Printing for Dyna mic 3D Shape Mo rphing Accuracy
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Topics: 4d printing, Flow (Dynamics), Optimization, Shapes, Simulation, Additive manufacturing
Journal Articles

RETROFIT: R e al-Time Con tr ol of T i me-Dependen t 3D Point Cloud Profiles

Michael Biehler, Jianjun Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2024, 146(6): 061006.
Paper No: MANU-23-1758
https://doi.org/10.1115/1.4065222
Published Online: April 22, 2024
... cloud compensation and control data fusion additive manufacturing control and automation inspection and quality control production systems optimization sensing monitoring and diagnostics In modern manufacturing processes, the control and compensation of 3D shape deviations have become...
View Article titled, RETROFIT: R e al-Time Con tr ol of T i me-Dependen t 3D Point Cloud Profiles
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Topics: Additive manufacturing, Retrofitting, Stability, Wire, Modeling, Shapes
Journal Articles

Machining Process Automation in Computer Numerical Control Turning Using Robot-Assisted Imaging and CNN-Based Machine Learning

Chayan Maiti, Deep Patel, Sreekumar Muthuswamy
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2024, 146(4): 041004.
Paper No: MANU-23-1491
https://doi.org/10.1115/1.4064626
Published Online: February 26, 2024
..., and throughput [ 1 ]. These systems have numerous sensors and transducers that allow them to understand their surroundings and make decisions using intelligent software and algorithms. computer-integrated manufacturing control and automation machining processes 05 08 2023 26 01 2024 26...
View Article titled, Machining Process Automation in Computer Numerical Control Turning Using Robot-Assisted Imaging and CNN-Based Machine Learning
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Topics: Computer numerical control machine tools, Machining, Toolpaths, Convolutional neural networks, Computers
Journal Articles

An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing

Zhi Zhang, Antony George, Md. Ferdous Alam, Chris Eubel, Chaitanya Krishna Prasad Vallabh, Max Shtein, Kira Barton, David J. Hoelzle
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2024, 146(3): 031008.
Paper No: MANU-23-1313
https://doi.org/10.1115/1.4064321
Published Online: January 12, 2024
...@umich.edu 1 Corresponding author. Email: hoelzle.1@osu.edu additive manufacturing computer-integrated manufacturing control and automation inspection and quality control Algorithm 1 Automated procedure for training set generation for each batch of 12 PnCs  1: Manual setup. This step...
View Article titled, An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing
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Topics: Additive manufacturing, Design, Manufacturing, Spectra (Spectroscopy), Testing, Phononic crystals, Manufacturing systems
Journal Articles

A Spatio-Temporal Prediction and Planning Framework for Proactive Human–Robot Collaboration

Jared Flowers, Gloria Wiens
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121011.
Paper No: MANU-23-1342
https://doi.org/10.1115/1.4063502
Published Online: October 17, 2023
... 12 09 2023 12 09 2023 17 10 2023 human–robot collaboration human–robot interaction robot motion planning control and automation production systems optimization robotics and flexible tooling National Science Foundation 10.13039/100000001 1830383...
View Article titled, A Spatio-Temporal Prediction and Planning Framework for Proactive Human–Robot Collaboration
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Topics: Robots
Journal Articles

Li-Ion Battery Electrode Manufacturing Control System in Winding Process: Tension Control in Industrial Complex Roll-to-Roll Winding Machine Via SMC-FLC Hybrid Control Method

Haozhen Chen, Jun Ni
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2023, 145(11): 111007.
Paper No: MANU-23-1131
https://doi.org/10.1115/1.4063233
Published Online: September 11, 2023
... . 1 Corresponding author. Email: haozhenc@umich.edu Email: junni@umich.edu 27 02 2023 13 08 2023 14 08 2023 11 09 2023 control and automation modeling and simulation process engineering Electric vehicle (EV) has been developed for a long period of time...
View Article titled, Li-Ion Battery Electrode Manufacturing Control System in Winding Process: Tension Control in Industrial Complex Roll-to-Roll Winding Machine Via SMC-FLC Hybrid Control Method
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Topics: Noise (Sound), Simulation, Sliding mode control, Tension, Winding machines, Control equipment, Control systems, Winding (process), Fuzzy logic
Journal Articles

Adaptive Mobile Robot Scheduling in Multiproduct Flexible Manufacturing Systems Using Reinforcement Learning

Muhammad Waseem, Qing Chang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121005.
Paper No: MANU-23-1054
https://doi.org/10.1115/1.4062941
Published Online: July 31, 2023
... CMMI 1853454 multiproduct production flexible manufacturing mobile robot scheduling permanent production loss demand dissatisfaction Markov decision process reinforcement learning computer-integrated manufacturing control and automation materials handling modeling and simulation...
View Article titled, Adaptive Mobile Robot Scheduling in Multiproduct Flexible Manufacturing Systems Using Reinforcement Learning
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Topics: Flexible manufacturing systems, Machinery, Mobile robots, Polishing equipment, Robots, Reinforcement learning, Modeling
Journal Articles

A Two-Stage Focal Transformer for Human–Robot Collaboration-Based Surface Defect Inspection

Yiping Gao, Liang Gao, Xinyu Li
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121004.
Paper No: MANU-23-1057
https://doi.org/10.1115/1.4062860
Published Online: July 25, 2023
... ]. National Natural Science Foundation of China 10.13039/501100001809 52188102 52205523 U21B2029 human–robot collaboration surface defect recognition transformer defect rechecking focal loss computer-integrated manufacturing control and automation inspection and quality control 27...
View Article titled, A Two-Stage Focal Transformer for Human–Robot Collaboration-Based Surface Defect Inspection
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Topics: Collaboration, Human-robot collaboration, Inspection, Robots, Visualization, Engineering prototypes
Journal Articles

Cyber Physical Production Systems for Deep Drawing

Robert O. Jung, Friedrich Bleicher, Stephan Krall, Christian Juricek, Rainer Lottes, Karoline Steinschütz, Thomas Reininger
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2023, 145(10): 101006.
Paper No: MANU-23-1135
https://doi.org/10.1115/1.4062903
Published Online: July 20, 2023
... 2023 sheet metal forming deep drawing control and automation production systems optimization sensors sustainable manufacturing For the large-scale production of cars, deep drawing is of central importance [ 1 ]. Although the automotive industry faced a great change in powertrain...
View Article titled, Cyber Physical Production Systems for Deep Drawing
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Topics: Blanks, Force sensors, Inflow, Manufacturing systems, Materials properties, Sensors, Mass production, Servomechanisms, Simulation, Friction