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

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

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

Determination of Optimal Shot Peen Forming Patterns Using the Theory of Non-Euclidean Plates

Vladislav Sushitskii, Wim M. van Rees, Martin Levesque, Frederick P. Gosselin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2023, 145(3): 031006.
Paper No: MANU-21-1503
https://doi.org/10.1115/1.4056072
Published Online: December 2, 2022
View Article titled, Determination of Optimal Shot Peen Forming Patterns Using the Theory of Non-Euclidean Plates
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Topics: Algorithms, Inverse problems, Plates (structures), Resolution (Optics), Shapes, Shot peening, Modeling
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
Journal Articles

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

Lingxiang Yun, Lin Li
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2023, 145(2): 021009.
Paper No: MANU-22-1226
https://doi.org/10.1115/1.4055604
Published Online: October 19, 2022
View Article titled, A New Evaluation Metric for Demand Response-Driven Real-Time Price Prediction Towards Sustainable Manufacturing
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Topics: Algorithms, Artificial neural networks, Manufacturing, Manufacturing systems, Sustainability, Time series, Machinery
Journal Articles

Digital Twin-Driven Sheet Metal Forming: Modeling and Application for Stamping Considering Mold Wear

Lei Gan, Lei Li, Haihong Huang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2022, 144(12): 121003.
Paper No: MANU-22-1120
https://doi.org/10.1115/1.4054902
Published Online: July 27, 2022
View Article titled, Digital Twin-Driven Sheet Metal Forming: Modeling and Application for Stamping Considering Mold Wear
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Topics: Friction, Metal stamping, Modeling, Wear, Particle swarm optimization, Digital twin, Algorithms
Journal Articles

An Alternative Approach to Compute Chip Thickness in Milling

Kaidong Chen, He Zhang, Nathan van de Wouw, Emmanuel Detournay
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2022, 144(11): 111006.
Paper No: MANU-22-1104
https://doi.org/10.1115/1.4054804
Published Online: July 26, 2022
View Article titled, An Alternative Approach to Compute Chip Thickness in Milling
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Topics: Boundary-value problems, Cutting, Milling, Partial differential equations, Vibration, Algorithms, Simulation results, Computation
Journal Articles

Process Capability Indices With Student Mixture Models Applied to Aircraft Engines GD&T

Mathieu Croquelois, Cyprien Ferraris, Mohamed Achibi, François Thiebaut
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2022, 144(10): 101008.
Paper No: MANU-20-1641
https://doi.org/10.1115/1.4054601
Published Online: June 22, 2022
View Article titled, Process Capability Indices With Student Mixture Models Applied to Aircraft Engines GD&T
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Topics: Aircraft engines, Algorithms, Gaussian distribution, Students
Journal Articles

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Christian Kubik, Dirk Alexander Molitor, Marco Becker, Peter Groche
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091003.
Paper No: MANU-21-1397
https://doi.org/10.1115/1.4054158
Published Online: April 8, 2022
View Article titled, Knowledge Discovery in Engineering Applications Using Machine Learning Techniques
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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

A Product-Oriented Synchronization and Effective Information Extraction of Continuous Streaming Data for Relationship Mining in a Hot Rolling Process

Huihui Miao, Andi Wang, Tzyy-Shuh Chang, Jianjun Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2022, 144(8): 081012.
Paper No: MANU-21-1405
https://doi.org/10.1115/1.4053860
Published Online: March 25, 2022
View Article titled, A Product-Oriented Synchronization and Effective Information Extraction of Continuous Streaming Data for Relationship Mining in a Hot Rolling Process
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Topics: Dimensions, Hot rolling, Manufacturing, Mining, Modeling, Sensors, Synchronization, Torque, Shapes, Algorithms
Journal Articles

An Analytical Corner Rounding Algorithm With G01 Shape Preserving for Five-Axis Computer Numerical Controlled Machining

Xiaolong Yin, Junnan Guan, Mansen Chen, Yuwen Sun
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2022, 144(8): 081013.
Paper No: MANU-21-1465
https://doi.org/10.1115/1.4053923
Published Online: March 25, 2022
View Article titled, An Analytical Corner Rounding Algorithm With G01 Shape Preserving for Five-Axis Computer Numerical Controlled Machining
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Topics: Algorithms, B-splines, Corners (Structural elements), Errors, Machining, Shapes, Trajectories (Physics), Splines, Synchronization