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Proceedings Papers

Virtual Sensing by Dense Encoder for Process Signals in Resistance Spot Welding

Joseph Kershaw, Peng Wang, Hassan Ghassemi-Armaki, Blair E. Carlson
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A002, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-140071
https://doi.org/10.1115/ISFA2024-140071
View Paper titled, Virtual Sensing by Dense Encoder for Process Signals in Resistance Spot Welding
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Topics: Signals, Welding
Proceedings Papers

Anomaly Detection in Square Butt Joint by Friction Stir Welding Using Variational Autoencoder

Kazuya Oda, Haruhiko Suwa, Koji Murakami
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A001, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-138398
https://doi.org/10.1115/ISFA2024-138398
View Paper titled, Anomaly Detection in Square Butt Joint by Friction Stir Welding Using Variational Autoencoder
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Topics: Friction, Machine learning, Welding
Proceedings Papers

Implementing Eye Movement Tracking for UAV Navigation

Niloofar Zendehdel, Haodong Chen, Yun Seong Song, Ming C. Leu
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A004, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-140778
https://doi.org/10.1115/ISFA2024-140778
View Paper titled, Implementing Eye Movement Tracking for UAV Navigation
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Topics: Navigation, Unmanned aerial vehicles
Proceedings Papers

Repetitive Action Counting Through Joint Angle Analysis and Video Transformer Techniques

Haodong Chen, Niloofar Zendehdel, Ming C. Leu, Md Moniruzzaman, Zhaozheng Yin, Solmaz Hajmohammadi
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A003, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-140665
https://doi.org/10.1115/ISFA2024-140665
View Paper titled, Repetitive Action Counting Through Joint Angle Analysis and Video Transformer Techniques
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Topics: Errors, Manufacturing, Robustness
Proceedings Papers

Investigation of Tooth Surface Temperature Based on High-Speed Thermography Monitoring Under Meshing of Hypoid Gear With Small Number of Teeth

Daiki Kikuchi, Shoui Onozeki, Masao Nakagawa, Toshiki Hirogaki, Eiichi Aoyama, Shota Matsui
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A006, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141054
https://doi.org/10.1115/ISFA2024-141054
View Paper titled, Investigation of Tooth Surface Temperature Based on High-Speed Thermography Monitoring Under Meshing of Hypoid Gear With Small Number of Teeth
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Topics: Spiral bevel gears, Temperature, Thermography
Proceedings Papers

Ball End Milling and Cutting-Force Monitoring of Small Number of Circular Arc Tooth Gears by 4-Axis-Controlled Machining Center

Zhiming Yang, Kaito Tanaka, Masao Nakagawa, Toshiki Hirogaki, Eiichi Aoyama
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A005, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141023
https://doi.org/10.1115/ISFA2024-141023
View Paper titled, Ball End Milling and Cutting-Force Monitoring of Small Number of Circular Arc Tooth Gears by 4-Axis-Controlled Machining Center
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Topics: Cutting, Gears, Machinery, Machining, Machining centers, Milling
Proceedings Papers

Efficient Fault Detection in Bearings: Synergizing Transformer Adaptations With Convolutional Kernel

Qianyu Zhou, Jiong Tang
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A008, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141122
https://doi.org/10.1115/ISFA2024-141122
View Paper titled, Efficient Fault Detection in Bearings: Synergizing Transformer Adaptations With Convolutional Kernel
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Topics: Bearings, Deep learning, Fault diagnosis, Flaw detection, Rockets
Proceedings Papers

Synchronous Averaging Preprocessing of Gearbox Vibration Signals: A Comparison of Classification Performance

David Javadian, Edward Diehl, Jiong Tang
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A007, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141116
https://doi.org/10.1115/ISFA2024-141116
View Paper titled, Synchronous Averaging Preprocessing of Gearbox Vibration Signals: A Comparison of Classification Performance
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Topics: Convolutional neural networks, Mechanical drives, Signals, Vibration, Computer simulation, Gears, Uncertainty
Proceedings Papers

Bearing Remaining Useful Life Prediction Using Personalized Soft Aggregation in Federated Learning

Xi Chen, Hui Wang, Siliang Lu, Ruqiang Yan
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A009, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141128
https://doi.org/10.1115/ISFA2024-141128
View Paper titled, Bearing Remaining Useful Life Prediction Using Personalized Soft Aggregation in Federated Learning
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Topics: Bearings, Service life (Equipment)
Proceedings Papers

Fuzzy Classification of Gear Fault Using Principal Component Analysis-Based Fuzzy Neural Network

Kai Zhou, J. Tang
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A003, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9632
https://doi.org/10.1115/ISFA2020-9632
View Paper titled, Fuzzy Classification of Gear Fault Using Principal Component Analysis-Based Fuzzy Neural Network
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Topics: Fuzzy neural nets, Gears, Vibration, Condition monitoring, Fault diagnosis, Machine components, Principal component analysis, Signals, Time series
Proceedings Papers

Feature-Based Transfer Learning for Bearing Fault Recognition Without Available Fault Data

Clayton Cooper, Dongdong Liu, Jianjing Zhang, Robert X. Gao
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A004, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9636
https://doi.org/10.1115/ISFA2020-9636
View Paper titled, Feature-Based Transfer Learning for Bearing Fault Recognition Without Available Fault Data
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Topics: Bearings, Electric motors, Flaw detection, Machine learning, Machinery, Rolling bearings, Wind turbines
Proceedings Papers

Strain Transfer Analysis for Surface Bonded Fiber Sensor Considering Temperature Influence

Xiaochen Hu, Zhaoyan Fan
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A005, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9637
https://doi.org/10.1115/ISFA2020-9637
View Paper titled, Strain Transfer Analysis for Surface Bonded Fiber Sensor Considering Temperature Influence
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Topics: Fibers, Sensors, Temperature
Proceedings Papers

On Classification and Quantification of Sensory Parameters in Judging Mirror Surface: Appearance of a Turned Aluminum Alloy Surface

Motohiro Ihara, Iwao Yamaji, Atsushi Matsubara
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A001, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9607
https://doi.org/10.1115/ISFA2020-9607
View Paper titled, On Classification and Quantification of Sensory Parameters in Judging Mirror Surface: Appearance of a Turned Aluminum Alloy Surface
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Topics: Aluminum alloys, Mirrors, Surface roughness, Light reflection, Shapes, Cutting, Electromagnetic radiation, Electromagnetic scattering, Machining, Radiation scattering
Proceedings Papers

Application of MOSA Algorithm in Gleeble Testing Model Updating

Dong Xu, Kai Zhou, J. Tang
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A006, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9646
https://doi.org/10.1115/ISFA2020-9646
View Paper titled, Application of MOSA Algorithm in Gleeble Testing Model Updating
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Topics: Algorithms, High temperature, Steel, Testing
Proceedings Papers

Change Detection in Drilling Process Based on Temperature Nearby Cutting Edge by LSTM Neural Network

Punnawit Metheenopanant, Haruhiko Suwa, Shogo Tokumura, Koji Murakami, Yoshiaki Nonaka
Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A002, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9616
https://doi.org/10.1115/ISFA2020-9616
View Paper titled, Change Detection in Drilling Process Based on Temperature Nearby Cutting Edge by LSTM Neural Network
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Topics: Artificial neural networks, Cutting, Drilling, Temperature, Cutting tools, Time series, Machining, Thermocouples