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Journal Articles

Flower pollination algorithm with ring topology for multi-solution spaces to solve the disassembly line balancing problem

Accepted Manuscript
Lei Zhang, Rui Jin, Xiaorong Geng, Jiaqi Hu, Hong Bao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1425
https://doi.org/10.1115/1.4066577
Published Online: September 18, 2024
View Article titled, Flower pollination algorithm with ring topology for multi-solution spaces to solve the disassembly line balancing problem
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Topics: Algorithms, Space, Topology, Optimization, Carbon, Computers, Design for Manufacturing, Emissions, Encryption, Manufacturing
Journal Articles

Bridging Data Gaps: A Federated Learning Approach to Heat Emission Prediction in Laser Powder Bed Fusion

Rong Lei, Y. B. Guo, Jiwang Yan, Weihong “Grace” Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2024, 146(10): 101002.
Paper No: MANU-24-1159
https://doi.org/10.1115/1.4065888
Published Online: July 23, 2024
View Article titled, Bridging Data Gaps: A Federated Learning Approach to Heat Emission Prediction in Laser Powder Bed Fusion
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Topics: Algorithms, Emissions, Heat, Lasers, Additive manufacturing, Data collection, Data privacy
Journal Articles

Iterative Stress Reconstruction Algorithm to Estimate Three-Dimensional Residual Stress Fields in Manufactured Components

Ritin Mathews, Arif Malik, Jaydeep Karandikar, Christopher Tyler, Scott Smith
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2024, 146(9): 091009.
Paper No: MANU-23-1528
https://doi.org/10.1115/1.4065848
Published Online: July 15, 2024
View Article titled, Iterative Stress Reconstruction Algorithm to Estimate Three-Dimensional Residual Stress Fields in Manufactured Components
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Topics: Stress, Algorithms, Steel, Additive manufacturing
Journal Articles

A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis—Part III: Model Training and Fault Detection

Chung-Yu Tai, Yusuf Altintas
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2024, 146(8): 081006.
Paper No: MANU-23-1550
https://doi.org/10.1115/1.4065227
Published Online: May 7, 2024
View Article titled, A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis—Part III: Model Training and Fault Detection
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Topics: Artificial neural networks, Bearings, Flaw detection, Optimization, Physics, Vibration, Testing, Algorithms, Sensors, Trains
Journal Articles

Few-Shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning

Hyeonwoo Kim, Heegeon Yoon, Heeyoung Kim
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2024, 146(7): 070903.
Paper No: MANU-23-1525
https://doi.org/10.1115/1.4065255
Published Online: April 22, 2024
View Article titled, Few-Shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning
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Topics: Semiconductor wafers, Trains, Feature extraction, Algorithms, Ablation (Vaporization technology)
Journal Articles

Identification of the Constitutive and Friction Models Parameters via a Multi-Objective Surrogate-Assisted Algorithm for the Modeling of Machining—Application to Arbitrary Lagrangian Eulerian Orthogonal Cutting of Ti6Al4V

F. Ducobu, N. Kugalur-Palanisamy, G. Briffoteaux, M. Gobert, D. Tuyttens, P. J. Arrazola, E. Rivière-Lorphèvre
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2024, 146(6): 061005.
Paper No: MANU-23-1749
https://doi.org/10.1115/1.4065223
Published Online: April 16, 2024
View Article titled, Identification of the Constitutive and Friction Models Parameters via a Multi-Objective Surrogate-Assisted Algorithm for the Modeling of Machining—Application to Arbitrary Lagrangian Eulerian Orthogonal Cutting of Ti6Al4V
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Topics: Cutting, Friction, Optimization, Modeling, Evolutionary algorithms, Simulation, Machining, Algorithms
Journal Articles

Efficient Voxel-Based Workpiece Update and Cutter-Workpiece Engagement Determination in Multi-Axis Milling

Zhengwen Nie, Hsi-Yung Feng
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2024, 146(6): 061003.
Paper No: MANU-23-1722
https://doi.org/10.1115/1.4065180
Published Online: April 9, 2024
View Article titled, Efficient Voxel-Based Workpiece Update and Cutter-Workpiece Engagement Determination in Multi-Axis Milling
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Topics: Algorithms, Milling, Modeling, Simulation, Machining, Blanks
Journal Articles

Spatial Visual Feedback for Robotic Arc-Welding Enforced by Inductive Machine Learning

Goran D. Putnik, Petar B. Petrovic, Vaibhav Shah
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2024, 146(4): 040902.
Paper No: MANU-23-1463
https://doi.org/10.1115/1.4064156
Published Online: February 28, 2024
View Article titled, Spatial Visual Feedback for Robotic Arc-Welding Enforced by Inductive Machine Learning
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Topics: Arc welding, Feedback, Machine learning, Manufacturing, Robotics, Robots, Welding, String, Simulation, Machinery
Journal Articles

Autonomous Robotic Bin Picking Platform Generated From Human Demonstration and YOLOv5

Jinho Park, Changheon Han, Martin B. G. Jun, Huitaek Yun
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121006.
Paper No: MANU-22-1685
https://doi.org/10.1115/1.4063107
Published Online: August 28, 2023
View Article titled, Autonomous Robotic Bin Picking Platform Generated From Human Demonstration and YOLOv5
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Topics: Algorithms, Grasping, Robotics, Robots, Grippers
Journal Articles

Multi-Agent Reinforcement Learning Method for Disassembly Sequential Task Optimization Based on Human–Robot Collaborative Disassembly in Electric Vehicle Battery Recycling

Jinhua Xiao, Jiaxu Gao, Nabil Anwer, Benoit Eynard
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121001.
Paper No: MANU-22-1622
https://doi.org/10.1115/1.4062235
Published Online: July 21, 2023
View Article titled, Multi-Agent Reinforcement Learning Method for Disassembly Sequential Task Optimization Based on Human–Robot Collaborative Disassembly in Electric Vehicle Battery Recycling
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Topics: Batteries, Human-robot collaboration, Optimization, Recycling, Reinforcement learning, Robots, Electric vehicle batteries, Algorithms, Trajectories (Physics)
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
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
Journal Articles

Architecture-Driven Physics-Informed Deep Learning for Temperature Prediction in Laser Powder Bed Fusion Additive Manufacturing With Limited Data

Suyog Ghungrad, Meysam Faegh, Benjamin Gould, Sarah J. Wolff, Azadeh Haghighi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2023, 145(8): 081007.
Paper No: MANU-22-1551
https://doi.org/10.1115/1.4062237
Published Online: April 19, 2023
View Article titled, Architecture-Driven Physics-Informed Deep Learning for Temperature Prediction in Laser Powder Bed Fusion Additive Manufacturing With Limited Data
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Topics: Additive manufacturing, Artificial neural networks, Lasers, Machine learning, Physics, Temperature, Testing, Errors, Algorithms
Journal Articles

Deep Reinforcement Learning-Based Multi-Task Scheduling in Cloud Manufacturing Under Different Task Arrival Modes

Yaoyao Ping, Yongkui Liu, Lin Zhang, Lihui Wang, Xun Xu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2023, 145(8): 081003.
Paper No: MANU-23-1040
https://doi.org/10.1115/1.4062217
Published Online: April 12, 2023
View Article titled, Deep Reinforcement Learning-Based Multi-Task Scheduling in Cloud Manufacturing Under Different Task Arrival Modes
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Topics: Algorithms, Manufacturing, Reinforcement learning
Journal Articles

Posture Optimization in Robotic Flat-End Milling Based on Sequential Quadratic Programming

Yongxue Chen, Ye Ding
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2023, 145(6): 061001.
Paper No: MANU-22-1329
https://doi.org/10.1115/1.4056707
Published Online: February 10, 2023
View Article titled, Posture Optimization in Robotic Flat-End Milling Based on Sequential Quadratic Programming
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Topics: Machining, Milling, Optimization, Robotics, Robots, Toolpaths, Quadratic programming, Algorithms, Approximation, Simulation
Journal Articles

Retired Lithium-Ion Battery Pack Disassembly Line Balancing Based on Precedence Graph Using a Hybrid Genetic-Firework Algorithm for Remanufacturing

Liang Cong, Kai Zhou, Weiwei Liu, Ronghua Li
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051007.
Paper No: MANU-22-1541
https://doi.org/10.1115/1.4056572
Published Online: January 30, 2023
View Article titled, Retired Lithium-Ion Battery Pack Disassembly Line Balancing Based on Precedence Graph Using a Hybrid Genetic-Firework Algorithm for Remanufacturing
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Topics: Algorithms, Fireworks, Lithium-ion batteries, Electric vehicle batteries, Genetic algorithms, Cycles, Safety
Journal Articles

Identification of Tool Life Stages and Redressing Criterion for Polycrystalline Diamond Micro-Grinding Tools Using a Machine Learning Approach

Ashwani Pratap, Karali Patra, Suhas S. Joshi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2023, 145(4): 041007.
Paper No: MANU-22-1428
https://doi.org/10.1115/1.4056490
Published Online: January 19, 2023
View Article titled, Identification of Tool Life Stages and Redressing Criterion for Polycrystalline Diamond Micro-Grinding Tools Using a Machine Learning Approach
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Topics: Cutting, Grinding, Machine learning, Support vector machines, Wear, Diamonds, Machining, Algorithms
Journal Articles

Multi-Objective Evolutionary Algorithm With Machine Learning and Local Search for an Energy-Efficient Disassembly Line Balancing Problem in Remanufacturing

Guangdong Tian, Cheng Zhang, Xuesong Zhang, Yixiong Feng, Gang Yuan, Tao Peng, Duc Truong Pham
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051002.
Paper No: MANU-22-1525
https://doi.org/10.1115/1.4056573
Published Online: January 19, 2023
View Article titled, Multi-Objective Evolutionary Algorithm With Machine Learning and Local Search for an Energy-Efficient Disassembly Line Balancing Problem in Remanufacturing
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Topics: Algorithms, Energy efficiency, Optimization, Optimization algorithms, Energy consumption, Evolutionary algorithms, Machine learning
Journal Articles

A Novel, Image-Based Method for Characterization of the Porosity of Additively Manufactured Bone Scaffolds With Complex Microstructures

Yousef Abdelgaber, Cole Klemstine, Roozbeh (Ross) Salary
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2023, 145(4): 041008.
Paper No: MANU-22-1309
https://doi.org/10.1115/1.4056434
Published Online: January 19, 2023
View Article titled, A Novel, Image-Based Method for Characterization of the Porosity of Additively Manufactured Bone Scaffolds With Complex Microstructures
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Topics: Additive manufacturing, Algorithms, Bone, Porosity, Manufacturing, Noise (Sound), Geometry, Errors
Journal Articles

Design De-Identification of Thermal History for Collaborative Process-Defect Modeling of Directed Energy Deposition Processes

Durant Fullington, Linkan Bian, Wenmeng Tian
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051004.
Paper No: MANU-22-1369
https://doi.org/10.1115/1.4056488
Published Online: January 19, 2023
View Article titled, Design De-Identification of Thermal History for Collaborative Process-Defect Modeling of Directed Energy Deposition Processes
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Topics: Additive manufacturing, Algorithms, Data privacy, Design, Modeling, Printing, Preservation, Metals, Manufacturing, Testing
Journal Articles

Automatic Screw Detection and Tool Recommendation System for Robotic Disassembly

Xinyao Zhang, Kareem Eltouny, Xiao Liang, Sara Behdad
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2023, 145(3): 031008.
Paper No: MANU-22-1400
https://doi.org/10.1115/1.4056074
Published Online: December 2, 2022
View Article titled, Automatic Screw Detection and Tool Recommendation System for Robotic Disassembly
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Topics: Algorithms, Robotics, Screws, Electronics