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Proceedings Papers

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

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

Paper No: MSEC2021-62056

DOI: https://doi.org/10.1115/MSEC2021-62056

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Topics: Algorithms, Manufacturing systems, Sensors, Trajectories (Physics), Wireless sensor networks

Proceedings Papers

A Flexible Similarity Based Algorithm for Tool Condition Monitoring

Ben Stuhr, Rui Liu

Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A012, June 21–25, 2021

Paper No: MSEC2021-62021

DOI: https://doi.org/10.1115/MSEC2021-62021

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Topics: Algorithms, Condition monitoring, Manufacturing, Signals

Proceedings Papers

Robotic Grasping Training Using Deep Reinforcement Learning With Policy Guidance Mechanism

Junying Yao, Yongkui Liu, Tingyu Lin, Xubin Ping, He Xu, Wenxiao Wang, Yingying Xiao, Lin Zhang, Lihui Wang

Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A015, June 21–25, 2021

Paper No: MSEC2021-63974

DOI: https://doi.org/10.1115/MSEC2021-63974

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Topics: Grasping, Platinum group metals, Reinforcement learning, Robots, Algorithms, Engineering simulation, Manufacturing, Simulation

Proceedings Papers

Functional Fiber Junctions for Circuit Routing in E-Textiles: Deterministic Alignment of MEMS Layout With Fabric Structure

Sushmita Challa, M. Shafquatul Islam, Danming Wei, Jasmin Beharic, Dan O. Popa, C. K. Harnett

Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T08A009, June 21–25, 2021

Paper No: MSEC2021-63887

DOI: https://doi.org/10.1115/MSEC2021-63887

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Topics: Algorithms, Circuits, Fibers, Junctions, Microelectromechanical systems, Textiles

Proceedings Papers

A Semi-Supervised Multiclass Anomaly Detection Approach for Partially Labeled In-Process Measurement Data

Joseph Cohen, Jun Ni

Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T09A004, June 21–25, 2021

Paper No: MSEC2021-63465

DOI: https://doi.org/10.1115/MSEC2021-63465

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Topics: Algorithms, Artificial intelligence, Dimensions, Feature extraction, Flaw detection, Integrated circuit fabrication, Machine learning, Principal component analysis

Proceedings Papers

Toolpath Generation for Additive Manufacturing Considering Structural Performance

Eder Sales, Tsz Ho Kwok, Yong Chen

Proc. ASME. MSEC2020, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation, V001T01A035, September 3, 2020

Paper No: MSEC2020-8413

DOI: https://doi.org/10.1115/MSEC2020-8413

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Topics: Additive manufacturing, Optimization, Computer-aided design, Topology, Parallel strand lumber, Algorithms, Manufacturing, Shapes, Stress, Structural design

Proceedings Papers

Autonomous Manufacturing Using Machine Learning: A Computational Case Study With a Limited Manufacturing Budget

Md. Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A009, September 3, 2020

Paper No: MSEC2020-8472

DOI: https://doi.org/10.1115/MSEC2020-8472

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Topics: Machine learning, Manufacturing, Algorithms, Design, Manufacturing systems, Acoustics, Phononic crystals, Spectra (Spectroscopy)

Proceedings Papers

Simulation of Complex Plastic Flows in Machining of Metal Polycrystals Using Remeshing

Vandana A. Salilkumar, Narayan K. Sundaram

Paper No: MSEC2020-8255

DOI: https://doi.org/10.1115/MSEC2020-8255

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Topics: Flow (Dynamics), Machining, Metals, Simulation, Cutting, Separation (Technology), Friction, Imaging, Algorithms, Copper

Proceedings Papers

Incorporating Tool Contact Considerations in Tool-Path Planning for Robotic Operations

Prahar M. Bhatt, Cheng Gong, Ariyan M. Kabir, Rishi K. Malhan, Brual C. Shah, Satyandra K. Gupta

Paper No: MSEC2020-8522

DOI: https://doi.org/10.1115/MSEC2020-8522

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Topics: Algorithms, Degrees of freedom, Generators, Geometry, Manipulators, Manufacturing, Path planning, Robotics, Trajectories (Physics)

Proceedings Papers

Inter-Cell Scheduling Optimization With Limited Transportation Capacities for Optimization of Vehicle Numbers

Qiong Liu, Qin Ye, Xu Mei

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A003, September 3, 2020

Paper No: MSEC2020-8290

DOI: https://doi.org/10.1115/MSEC2020-8290

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Topics: Manufacturing cells, Optimization, Transportation systems, Vehicles, Manufacturing systems, Algorithms, Machinery, Manufacturing, Pareto optimization

Proceedings Papers

Edge Computing Accelerated Defect Classification Based on Deep Convolutional Neural Network With Application in Rolling Image Inspection

Jiayu Huang, Nurretin Sergin, Akshay Dua, Erfan Bank Tavakoli, Hao Yan, Fengbo Ren, Feng Ju

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A037, September 3, 2020

Paper No: MSEC2020-8261

DOI: https://doi.org/10.1115/MSEC2020-8261

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Topics: Artificial neural networks, Inspection, Algorithms, Flaw detection, Machine learning, Manufacturing systems, Support vector machines, Visualization

Proceedings Papers

On Transfer Learning of Traditional Frequency and Time Domain Features in Turning

Melih C. Yesilli, Firas A. Khasawneh

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A027, September 3, 2020

Paper No: MSEC2020-8274

DOI: https://doi.org/10.1115/MSEC2020-8274

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Topics: Accelerometers, Algorithms, Chatter, Cutting, Fast Fourier transforms, Machine learning, Manufacturing, Signal processing, Signals, Spectral energy distribution

Proceedings Papers

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

Guokai Liu, Liang Gao, Weiming Shen, Andrew Kusiak

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A028, September 3, 2020

Paper No: MSEC2020-8312

DOI: https://doi.org/10.1115/MSEC2020-8312

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Topics: Algorithms, Bearings, Fault diagnosis, Condition monitoring, Manufacturing industry

Proceedings Papers

Fault Diagnosis of Timed Event Systems: An Exploration of Machine Learning Methods

Joseph Cohen, Baoyang Jiang, Jun Ni

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A029, September 3, 2020

Paper No: MSEC2020-8360

DOI: https://doi.org/10.1115/MSEC2020-8360

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Topics: Fault diagnosis, Machine learning, Principal component analysis, Programmable controllers, Algorithms, Signals, Artificial neural networks, Failure, Integrated circuit fabrication, Manufacturing

Proceedings Papers

Sequence-Dependent Robotic Disassembly Line Balancing Problem Considering Disassembly Path

Qinglian Chen, Bitao Yao, Duc Truong Pham

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A019, September 3, 2020

Paper No: MSEC2020-8268

DOI: https://doi.org/10.1115/MSEC2020-8268

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Topics: Robotics, Algorithms, Robots, Cycles, Evolutionary algorithms, Gear pumps, Vickers hardness testing

Proceedings Papers

Research on Intelligent Optimization Algorithm for Multi-Objective Disassembly Line Balancing Problem

Yunli Xu, Bitao Yao, Duc Truong Pham

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A020, September 3, 2020

Paper No: MSEC2020-8269

DOI: https://doi.org/10.1115/MSEC2020-8269

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Topics: Algorithms, Optimization algorithms, Evolutionary algorithms, Manufacturing industry, Optimization, Robots

Proceedings Papers

Understanding and Evaluating Naive Diagnostics Algorithms Applicable in Multistage Manufacturing From a Risk Management Perspective

Mehdi Dadfarnia, Michael Sharp, Timothy Sprock

Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A042, September 3, 2020

Paper No: MSEC2020-8430

DOI: https://doi.org/10.1115/MSEC2020-8430

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Topics: Algorithms, Manufacturing, Risk management

Proceedings Papers

Determining Feasible Robot Placements in Robotic Cells for Composite Prepreg Sheet Layup

Rishi K. Malhan, Ariyan M. Kabir, Brual Shah, Timotei Centea, Satyandra K. Gupta

Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A025, June 10–14, 2019

Paper No: MSEC2019-3003

DOI: https://doi.org/10.1115/MSEC2019-3003

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Topics: Composite materials, Robotics, Robots, Algorithms, Design, Manufacturing, Mechanical properties

Proceedings Papers

Scheduling of Cellular Manufacturing With Flexible Routes Intercell Moves for Carbon Reduction in a Network Environment

Jialiang Liu, Qiong Liu, Chenxin Xu, Zhaorui Dong, Mengbang Zou

Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A020, June 10–14, 2019

Paper No: MSEC2019-2856

DOI: https://doi.org/10.1115/MSEC2019-2856

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Topics: Algorithms, Carbon, Emissions, Manufacturing cells

Proceedings Papers

A Vision-Based Framework for Enhanced Quality Control in a Smart Manufacturing System

Zixuan Yang, Huaiyuan Teng, Jeremy Goldhawk, Ilya Kovalenko, Efe C. Balta, Felipe Lopez, Dawn Tilbury, Kira Barton

Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A024, June 10–14, 2019

Paper No: MSEC2019-2966

DOI: https://doi.org/10.1115/MSEC2019-2966

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Topics: Manufacturing systems, Quality control, Computers, Computer-aided design, Metrology, Pipelines, Control equipment, Dimensional metrology, Dimensions, Algorithms

2 3 4 5

NARROW

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

A Flexible Similarity Based Algorithm for Tool Condition Monitoring

Robotic Grasping Training Using Deep Reinforcement Learning With Policy Guidance Mechanism

Functional Fiber Junctions for Circuit Routing in E-Textiles: Deterministic Alignment of MEMS Layout With Fabric Structure

A Semi-Supervised Multiclass Anomaly Detection Approach for Partially Labeled In-Process Measurement Data

Toolpath Generation for Additive Manufacturing Considering Structural Performance

Autonomous Manufacturing Using Machine Learning: A Computational Case Study With a Limited Manufacturing Budget

Simulation of Complex Plastic Flows in Machining of Metal Polycrystals Using Remeshing

Incorporating Tool Contact Considerations in Tool-Path Planning for Robotic Operations

Inter-Cell Scheduling Optimization With Limited Transportation Capacities for Optimization of Vehicle Numbers

Edge Computing Accelerated Defect Classification Based on Deep Convolutional Neural Network With Application in Rolling Image Inspection

On Transfer Learning of Traditional Frequency and Time Domain Features in Turning

A Broad Transfer Learning Algorithm for Classification of Bearing Faults

Fault Diagnosis of Timed Event Systems: An Exploration of Machine Learning Methods

Sequence-Dependent Robotic Disassembly Line Balancing Problem Considering Disassembly Path

Research on Intelligent Optimization Algorithm for Multi-Objective Disassembly Line Balancing Problem

Understanding and Evaluating Naive Diagnostics Algorithms Applicable in Multistage Manufacturing From a Risk Management Perspective

Determining Feasible Robot Placements in Robotic Cells for Composite Prepreg Sheet Layup

Scheduling of Cellular Manufacturing With Flexible Routes Intercell Moves for Carbon Reduction in a Network Environment

A Vision-Based Framework for Enhanced Quality Control in a Smart Manufacturing System

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