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Proceedings Papers

A Study on Digital Twin for Autonomous Robotic Chip Removal Deep Learning Framework on CNC Machine

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Changheon Han, Hojun Lee, Jiho Lee, Martin Byung-Guk Jun, Huitaek Yun
Proc. ASME. MSEC2024, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T02A003, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-124383
https://doi.org/10.1115/MSEC2024-124383
View Paper titled, A Study on Digital Twin for Autonomous Robotic Chip Removal Deep Learning Framework on CNC Machine
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Topics: Computer numerical control machine tools, Deep learning, Digital twin, Machinery, Robotics, Virtual reality, Algorithms, Machining, Computers, Coolants
Proceedings Papers

Deep Learning-Based Recognition of Manufacturing Components Using Augmented Reality for Worker Training of Assembly Tasks

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Sourabh Deshpande, Manish Raj Aryal, Sam Anand
Proc. ASME. MSEC2024, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality & Reliability, V002T07A007, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-125279
https://doi.org/10.1115/MSEC2024-125279
View Paper titled, Deep Learning-Based Recognition of Manufacturing Components Using Augmented Reality for Worker Training of Assembly Tasks
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Topics: Augmented reality, Deep learning, Manufacturing, Engines, Artificial neural networks, Computer-aided design, Computers, Additive manufacturing, Algorithms, Artificial intelligence
Proceedings Papers

Real-Time Print Tracking in Metal Additive Manufacturing Using Acoustic Emission Sensors and Vision Transformer Algorithms

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Javid Akhavan, Ke Xu, Chaitanya Krishna Vallabh, Souran Manoochehri
Proc. ASME. MSEC2024, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality & Reliability, V002T07A009, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-125391
https://doi.org/10.1115/MSEC2024-125391
View Paper titled, Real-Time Print Tracking in Metal Additive Manufacturing Using Acoustic Emission Sensors and Vision Transformer Algorithms
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Topics: Acoustic emissions, Additive manufacturing, Algorithms, Lasers, Metals, Sensors
Proceedings Papers

Real-Time Monitoring and Gaussian Process-Based Estimation of the Melt Pool Profile in Direct Energy Deposition

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Jiaqi Lyu, Javid Akhavan, Youmna Mahmoud, Ke Xu, Chaitanya Krishna Prasad Vallabh, Souran Manoochehri
Proc. ASME. MSEC2023, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A024, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105104
https://doi.org/10.1115/MSEC2023-105104
View Paper titled, Real-Time Monitoring and Gaussian Process-Based Estimation of the Melt Pool Profile in Direct Energy Deposition
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Topics: Algorithms, Complementary metal oxide semiconductors, Fittings, Image processing, Lasers, Regression models, Sensitivity analysis
Proceedings Papers

Novel STL-Free Design Paradigm for High-Resolution Multi-Scale Architected Cellular Materials in Additive Manufacturing

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Sina Rastegarzadeh, Jida Huang
Proc. ASME. MSEC2023, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A021, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104984
https://doi.org/10.1115/MSEC2023-104984
View Paper titled, Novel STL-Free Design Paradigm for High-Resolution Multi-Scale Architected Cellular Materials in Additive Manufacturing
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Topics: Additive manufacturing, Design, Resolution (Optics), Computer-aided design, Manufacturing, Algorithms, Architecture, Composite materials, Geometry, Microscale devices
Proceedings Papers

Fabrication of Superhydrophobic Surfaces Using Glancing Angle Deposition

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Chuang Qu, Shamus McNamara, Kevin Walsh
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T08A006, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105165
https://doi.org/10.1115/MSEC2023-105165
View Paper titled, Fabrication of Superhydrophobic Surfaces Using Glancing Angle Deposition
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Topics: Manufacturing, Nanostructures , Water, Algorithms, Columns (Structural), Membranes, Nanofabrication, Rotation, Springs, Surface energy
Proceedings Papers

Complex Shaped Detection and Reconstruction Algorithm Considering Uncertain Factors

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Jun Zhang, Hong Lu, Zidong Wu, Yanglei Tan, Meng Liu, Dingzhong Li, Yuxi Niu, Shaojun Wang
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A034, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105521
https://doi.org/10.1115/MSEC2023-105521
View Paper titled, Complex Shaped Detection and Reconstruction Algorithm Considering Uncertain Factors
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Topics: Algorithms, Welding, Three-dimensional models, Environmental noise, Fittings, Interpolation, Light sources, Modeling analysis, Ships, Steel
Proceedings Papers

Utilizing Vision-Based Object Detection Algorithms in Recognizing Uncommon Operating Conditions for CNC Milling Machine

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Sahil J. Choudhari, Sujay B. J., Swarit Anand Singh, K. A. Desai
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T05A007, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105311
https://doi.org/10.1115/MSEC2023-105311
View Paper titled, Utilizing Vision-Based Object Detection Algorithms in Recognizing Uncommon Operating Conditions for CNC Milling Machine
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Topics: Algorithms, Computer numerical control machine tools, Image processing, Machinery, Machining centers, Graphical user interfaces, Internet of things, Artificial intelligence, Chatter, Computers
Proceedings Papers

FPGA-Based Edge Computing Framework: Modeling of Computation Task Scheduling

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Jianfei Tan, Hao Yang, Chun Zhao, Lin Zhang
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A003, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104323
https://doi.org/10.1115/MSEC2023-104323
View Paper titled, FPGA-Based Edge Computing Framework: Modeling of Computation Task Scheduling
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Topics: Computation, Manufacturing, Modeling, Stress, Manufacturing systems, Algorithms, Cloud computing, Collaboration, Cycles, Design
Proceedings Papers

Stroboscopic Data-Driven, Integrated, and Intelligent Machine Learning-Based Algorithms for Semiconductor Wafer Inspection

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Changheon Han, Heebum Chun, ChaBum Lee, Martin Byung-Guk Jun
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T09A003, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-101213
https://doi.org/10.1115/MSEC2023-101213
View Paper titled, Stroboscopic Data-Driven, Integrated, and Intelligent Machine Learning-Based Algorithms for Semiconductor Wafer Inspection
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Topics: Algorithms, Computers, Inspection, Intelligent machines, Machine learning, Manufacturing, Semiconductor wafers, Particulate matter, Machinery, Human factors
Proceedings Papers

Pass-Wise Tool Wear Prediction in Turning Based on Long-Short Term Memory Algorithm Using Current Signals

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Benvolence Chinomona, Chunhui Chung, Po-Chieh Wang
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T05A031, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85339
https://doi.org/10.1115/MSEC2022-85339
View Paper titled, Pass-Wise Tool Wear Prediction in Turning Based on Long-Short Term Memory Algorithm Using Current Signals
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Topics: Algorithms, Signals, Turning, Wear
Proceedings Papers

Finding Robust Pareto-Optimal Solutions Over Time for Dynamic Disassembly Sequence Planning

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Xin Zhang, Yilin Fang, Quan Liu
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T06A012, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85358
https://doi.org/10.1115/MSEC2022-85358
View Paper titled, Finding Robust Pareto-Optimal Solutions Over Time for Dynamic Disassembly Sequence Planning
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Topics: Algorithms, Optimization, Pareto optimization, Uncertainty
Proceedings Papers

Comparison of Human Skeleton Trackers Paired With a Novel Skeleton Fusion Algorithm

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Jared T. Flowers, Gloria J. Wiens
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T06A010, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85269
https://doi.org/10.1115/MSEC2022-85269
View Paper titled, Comparison of Human Skeleton Trackers Paired With a Novel Skeleton Fusion Algorithm
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Topics: Algorithms, Computer software, Errors, Hardware, Human-robot collaboration, Human-robot interaction, Manufacturing, Manufacturing systems, Pipes, Sensors
Proceedings Papers

Individual-Based Transfer Learning for Dynamic Human-Robot Collaborative Disassembly Line Balancing

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Yilin Fang, Xiao Zhang
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T06A013, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85362
https://doi.org/10.1115/MSEC2022-85362
View Paper titled, Individual-Based Transfer Learning for Dynamic Human-Robot Collaborative Disassembly Line Balancing
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Topics: Optimization, Robots, Algorithms, Product quality, Uncertainty, Human-robot collaboration, Optimization algorithms
Proceedings Papers

Image-Based Fractographic Pattern Recognition With Cluster Analysis

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Shenghan Guo, Paul Paradise, Nicole Van Handel, Dhruv Bhate
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T05A008, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-82773
https://doi.org/10.1115/MSEC2022-82773
View Paper titled, Image-Based Fractographic Pattern Recognition With Cluster Analysis
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Topics: Fractography, Fracture (Materials), Pattern recognition, Additive manufacturing, Algorithms, Artificial neural networks, Decision making, High cycle fatigue, Inspection, Scanning electron microscopy
Proceedings Papers

Curating Datasets of Flexible Assemblies to Predict Spring-Back Behavior for Machine Learning Purposes

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Alex Adrian, Satchit Ramnath, Sai Chandu Sunkara, Yannis Korkolis, Joseph K. Davidson, Jami J. Shah
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T06A025, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85718
https://doi.org/10.1115/MSEC2022-85718
View Paper titled, Curating Datasets of Flexible Assemblies to Predict Spring-Back Behavior for Machine Learning Purposes
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Topics: Finite element analysis, Joining, Machine learning, Metal stamping, Sheet metal, Springs, Workflow, Simulation, Manufacturing, Design
Proceedings Papers

Acoustic Process Monitoring of Contact Tip to Work Piece Distance in Wire Arc Additive Manufacturing by Random Forest Algorithms

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Dylan Hebert, Austen Thien, Christopher Saldana
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T01A020, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85404
https://doi.org/10.1115/MSEC2022-85404
View Paper titled, Acoustic Process Monitoring of Contact Tip to Work Piece Distance in Wire Arc Additive Manufacturing by Random Forest Algorithms
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Topics: Acoustics, Additive manufacturing, Algorithms, Machine learning, Process monitoring, Wire
Proceedings Papers

Trajectory Control of 6-DOF Welding Robot Based on STM32

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Dingzhong Li, Hong Lu, Yongquan Zhang, Zidong Wu, He Huang, Meng Liu, Shaojun Wang
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T04A007, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85494
https://doi.org/10.1115/MSEC2022-85494
View Paper titled, Trajectory Control of 6-DOF Welding Robot Based on STM32
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Topics: Algorithms, Robots, Trajectories (Physics), Welding
Proceedings Papers

Using Iterative Learning Control to Improve the Accuracy of Desktop Fused Deposition Modeling Printers: An Experimental Case Study

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Lawrence Funke, Matthew Opara
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T01A001, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-78324
https://doi.org/10.1115/MSEC2022-78324
View Paper titled, Using Iterative Learning Control to Improve the Accuracy of Desktop Fused Deposition Modeling Printers: An Experimental Case Study
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Topics: Iterative learning control, Modeling, Dimensions, Errors, Warping, Additive manufacturing, Algorithms, Engineering prototypes, Extruding, Manufacturing
Proceedings Papers

Optimal Sensor Deployment to Diagnose Large-Scale Manufacturing Systems Using a Convergence-Trajectory Controlled Ant Colony System Algorithm

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Rajshekhar Singhania, Chinmay Sawkar, Manoj K. Tiwari
Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T09A002, June 21–25, 2021
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2021-62056
https://doi.org/10.1115/MSEC2021-62056
View Paper titled, Optimal Sensor Deployment to Diagnose Large-Scale Manufacturing Systems Using a Convergence-Trajectory Controlled Ant Colony System Algorithm
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Topics: Algorithms, Manufacturing systems, Sensors, Trajectories (Physics), Wireless sensor networks