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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
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

Determining the Parameters of Gurson-Tvergaard-Needleman (GTN) Model for Predicting the Failure of Wrought and Fused Filament Fabricated 17-4 PH Stainless Steel

Accepted Manuscript
Bita Porrang, Muhammad Asim Ghaffar, Sayyed Ali Hosseini
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1485
https://doi.org/10.1115/1.4067615
Published Online: January 10, 2025
View Article titled, Determining the Parameters of Gurson-Tvergaard-Needleman (GTN) Model for Predicting the Failure of Wrought and Fused Filament Fabricated 17-4 PH Stainless Steel
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Topics: Additive manufacturing, Failure, Stainless steel, Metals, Damage, Porosity, Advanced materials, Damage mechanics, Density, Engineering simulation
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
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

Autonomous Satellite Servicing Infrastructure for In-Space Assembly and Manufacturing

Ian M. Down, David E. J. van Wijk, Deep Parikh, Manoranjan Majji
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121008.
Paper No: MANU-24-1530
https://doi.org/10.1115/1.4067447
Published Online: January 3, 2025
View Article titled, Autonomous Satellite Servicing Infrastructure for In-Space Assembly and Manufacturing
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Topics: Dynamics (Mechanics), Errors, Kalman filters, Manufacturing, Navigation, Satellites, Simulation, Space vehicles, Trajectories (Physics), Uncertainty
Journal Articles

Environmental and Economic Benefits of Harvesting Machine for Magnet-to-Magnet Recycling

Accepted Manuscript
Jesús Pérez-Cardona, Nehika Mathur, Sidi Deng, Miha Zakotnik, Catalina Oana Tudor, John W. Sutherland
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1599
https://doi.org/10.1115/1.4067526
Published Online: December 24, 2024
View Article titled, Environmental and Economic Benefits of Harvesting Machine for Magnet-to-Magnet Recycling
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Topics: Economics , Machinery, Magnets, Recycling, Sustainability, Electric vehicles, Advanced materials, Boron, Disks, Electric motors
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
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

Special Issue: In-Space Manufacturing

Ajay P. Malshe, Rob Ambrose, Greg Autry, Salil Bapat, Rose Hernandez, Joel Mozer, Jana Stoudemire, John Vickers
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. December 2024, 146(12): 120301.
Paper No: MANU-24-1800
https://doi.org/10.1115/1.4067390
Published Online: December 19, 2024
View Article titled, Special Issue: In-Space Manufacturing
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Topics: Manufacturing
Journal Articles

Special Issue: The State-of-the-Art in Japanese Manufacturing Research

Yasuhiro Kakinuma, Atsushi Matsubara, Takashi Matsumura, Naohiko Sugita, Norikazu Suzuki, Satoru Takahashi, Jiwang Yan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. January 2025, 147(1): 010301.
Paper No: MANU-24-1750
https://doi.org/10.1115/1.4067225
Published Online: December 17, 2024
View Article titled, Special Issue: The State-of-the-Art in Japanese Manufacturing Research
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Topics: Manufacturing
Journal Articles

Repurposing Supply Chains and Process Planning Across Products Using a Similarity Model Based on Supernetworks

Accepted Manuscript
Arriana Nwodu, Zhengqian Jiang, Maxim Dulebenets, Weihong Guo, Hui Wang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1569
https://doi.org/10.1115/1.4067425
Published Online: December 12, 2024
View Article titled, Repurposing Supply Chains and Process Planning Across Products Using a Similarity Model Based on Supernetworks
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Topics: Manufacturing, Production planning, Supply chains, Decision making, Evolutionary algorithms, Integer programming, Modeling, Production systems optimization, Simulation, Surges
Journal Articles

Powder Compaction Characteristics and Modeling of Calendering Process for Powder-Based Solvent-Free Manufacturing of Electrodes for Lithium-Ion Batteries

Xiangtao Gong, Zhongjia Gao, Kai Jen Wu, Jinzhao Fu, Yan Wang, Heng Pan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2025, 147(4): 041006.
Paper No: MANU-24-1388
https://doi.org/10.1115/1.4066975
Published Online: December 9, 2024
View Article titled, Powder Compaction Characteristics and Modeling of Calendering Process for Powder-Based Solvent-Free Manufacturing of Electrodes for Lithium-Ion Batteries
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Topics: Compacting, Compression, Density, Electrodes, Lithium-ion batteries, Manufacturing, Modeling, Porosity, Pressure, Rheology
Journal Articles

A Differentiable Physics-Informed Machine Learning Approach to Model Laser-based Micro-Manufacturing Process

Accepted Manuscript
Manaswin Oddiraju, Jeremy Cleeman, Rajiv Malhotra, Souma Chowdhury
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1577
https://doi.org/10.1115/1.4067355
Published Online: December 6, 2024
View Article titled, A Differentiable Physics-Informed Machine Learning Approach to Model Laser-based Micro-Manufacturing Process
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Topics: Lasers, Machine learning, Manufacturing, Micromanufacturing, Physics, Heat conduction, Artificial neural networks, Boundary-value problems, Complex systems, Convolutional neural networks
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
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

Gravitational Effects on Optical Lens Fabrication: First Insides on Earth- and Microgravity Experiments

Laura Fütterer, Marco-Nicolas Galati, Birger Reitz, Ludger Overmeyer, Christoph Lotz
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121005.
Paper No: MANU-24-1286
https://doi.org/10.1115/1.4066697
Published Online: November 14, 2024
View Article titled, Gravitational Effects on Optical Lens Fabrication: First Insides on Earth- and Microgravity Experiments
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Topics: Elevators, Gravity (Force), Lenses (Optics), Manufacturing, Flight, Drops
Journal Articles

Fabrication Time Diagrams for In-Space Manufacturing of Large Reticulated Structures

Harsh G. Bhundiya, Michael A. Marshall, Zachary C. Cordero
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121004.
Paper No: MANU-24-1288
https://doi.org/10.1115/1.4066721
Published Online: October 24, 2024
View Article titled, Fabrication Time Diagrams for In-Space Manufacturing of Large Reticulated Structures
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Topics: Manufacturing, Space vehicles, Trusses (Building), Extruding
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

Special Section: Manufacturing Science Engineering Conference 2024

Chinedum Okwudire, Albert Shih
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. November 2024, 146(11): 110301.
Paper No: MANU-24-1648
https://doi.org/10.1115/1.4066617
Published Online: October 4, 2024
View Article titled, Special Section: Manufacturing Science Engineering Conference 2024
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Topics: Manufacturing
Journal Articles

Thermoacoustic Consolidation of Metal Particles for Energy-Efficient Metal Powders Recycling in Metal Additive Manufacturing

M. Faisal Riyad, Pu Han, Shams Torabnia, Keng Hsu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2025, 147(2): 021001.
Paper No: MANU-24-1381
https://doi.org/10.1115/1.4066334
Published Online: October 4, 2024
View Article titled, Thermoacoustic Consolidation of Metal Particles for Energy-Efficient Metal Powders Recycling in Metal Additive Manufacturing
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Topics: Acoustics, Additive manufacturing, Energy efficiency, Feedstock, Metal powders, Metals, Particulate matter, Porosity, Recycling, Temperature
Includes: Supplementary data
Journal Articles

High-Volume Production of Repeatable High Enhancement SERS Substrates Using Solid-State Superionic Stamping

Papia Sultana, Boqiang Qian, ChangHee Son, Seho Kim, Glennys Mensing, Placid Ferreira
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2024, 146(11): 110908.
Paper No: MANU-24-1244
https://doi.org/10.1115/1.4066398
Published Online: September 19, 2024
View Article titled, High-Volume Production of Repeatable High Enhancement SERS Substrates Using Solid-State Superionic Stamping
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Topics: Manufacturing, Metal stamping, Silver, Nanoimprint lithography, Design, Raman spectroscopy
Journal Articles

Heterogeneous Transfer Learning of Electrohydrodynamic Printing Under Zero-Gravity Toward In-Space Manufacturing

Rayne Wolf, Liangkui Jiang, Khawlah Alharbi, Pengyu Zhang, Chao Wang, Hantang Qin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121002.
Paper No: MANU-24-1229
https://doi.org/10.1115/1.4066097
Published Online: September 19, 2024
View Article titled, Heterogeneous Transfer Learning of Electrohydrodynamic Printing Under Zero-Gravity Toward In-Space Manufacturing
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Topics: Electrohydrodynamics, Gravity (Force), Machine learning, Manufacturing, Printing, Flight, Additive manufacturing, Physics, Testing
Journal Articles

Ultrasonic Levitation as a Handling Tool for In-Space Manufacturing Processes

Jan Raffel, Torben Böhm, Jan Düsing, Marvin Röhl, Carsten Schilde, Ajay P. Malshe, Ludger Overmeyer, Christoph Lotz
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121001.
Paper No: MANU-24-1284
https://doi.org/10.1115/1.4066335
Published Online: September 19, 2024
View Article titled, Ultrasonic Levitation as a Handling Tool for In-Space Manufacturing Processes
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Topics: Acoustics, Gravity (Force), Levitation, Manufacturing, Particulate matter, Simulation, Wavelength, Lasers, Melting, Digital twin