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Application of Data and Artificial Intelligence in Mechanical Engineering
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Proceedings Papers

A Dynamic Frequency-Temperature Modeling Method of Crystal Resonator Based on Long Short-Term Memory

Bo-Chen Su, Paul C.-P. Chao, Duc Huy Nguyen, Kuei-Ting Huang
Proc. ASME. ISPS2023, ASME 2023 32nd Conference on Information Storage and Processing Systems, V001T02A002, August 28–29, 2023
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2023-110560
https://doi.org/10.1115/ISPS2023-110560
View Paper titled, A Dynamic Frequency-Temperature Modeling Method of Crystal Resonator Based on Long Short-Term Memory
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Topics: Crystals, Modeling, Quartz crystals, Temperature
Proceedings Papers

Predicting Luminance Decay of a Micro-LED Display via Machine Learning on Temperature Distribution and LED Degradation With Implementation by FPGA

Chi-En Lin, Hao-Ren Chen, Paul C.-P. Chao
Proc. ASME. ISPS2023, ASME 2023 32nd Conference on Information Storage and Processing Systems, V001T02A001, August 28–29, 2023
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2023-110557
https://doi.org/10.1115/ISPS2023-110557
View Paper titled, Predicting Luminance Decay of a Micro-LED Display via Machine Learning on Temperature Distribution and LED Degradation With Implementation by FPGA
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Topics: Brightness (Photometry), Hardware, Machine learning, Temperature distribution
Proceedings Papers

Sudden Cardiac Arrest Due to VT/VF Classification Based on Heart Rate Variability and Classification Model Hardware Design

Sheng-Yueh Pan, Cheng-Han Tsai, Paul C.-P. Chao, Duc Huy Nguyen
Proc. ASME. ISPS2023, ASME 2023 32nd Conference on Information Storage and Processing Systems, V001T02A003, August 28–29, 2023
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2023-110673
https://doi.org/10.1115/ISPS2023-110673
View Paper titled, Sudden Cardiac Arrest Due to VT/VF Classification Based on Heart Rate Variability and Classification Model Hardware Design
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Topics: Design, Hardware
Proceedings Papers

Convolutional Neural Network Design for Improvement of Machining Quality Monitoring

Ting-Yu Chang, Jen-Yuan (James) Chang
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A003, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65230
https://doi.org/10.1115/ISPS2021-65230
View Paper titled, Convolutional Neural Network Design for Improvement of Machining Quality Monitoring
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Topics: Artificial neural networks, Design, Machining
Proceedings Papers

Scratch Detection on Hard Disk Drive Media to Reduce Head Disk Interaction and Prevent Data Loss

Karthik Venkatesh, Abhishek Srivastava, Rahul Rai, Bernhard Knigge
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A007, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65295
https://doi.org/10.1115/ISPS2021-65295
View Paper titled, Scratch Detection on Hard Disk Drive Media to Reduce Head Disk Interaction and Prevent Data Loss
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Topics: Disks, Delamination, Horizontal directional drilling, Modeling, Parameter estimation
Proceedings Papers

Multiple Point Loading on Thin Cantilever Rectangular Plate Subjected to Pure Bending

Aniket Anil Hase, Jen-Yuan (James) Chang
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A004, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65262
https://doi.org/10.1115/ISPS2021-65262
View Paper titled, Multiple Point Loading on Thin Cantilever Rectangular Plate Subjected to Pure Bending
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Topics: Artificial neural networks, Cantilevers, Plates (structures), Finite element analysis, Artificial intelligence, Computer simulation, Design, Errors, Euler-Bernoulli beam theory, Modeling
Proceedings Papers

Implementation of Artificial Intelligence in Bending Analysis of Propeller/Fan Blade

Aniket Anil Hase, Jen-Yuan (James) Chang
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A005, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65267
https://doi.org/10.1115/ISPS2021-65267
View Paper titled, Implementation of Artificial Intelligence in Bending Analysis of Propeller/Fan Blade
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Topics: Artificial intelligence, Blades, Propellers
Proceedings Papers

Identification of Factors Affecting Disk Drive’s Performance in Data Server by Use of Decision Tree Learning Method

Yi-Ju Liao, Jen-Yuan (James) Chang
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A006, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65277
https://doi.org/10.1115/ISPS2021-65277
View Paper titled, Identification of Factors Affecting Disk Drive’s Performance in Data Server by Use of Decision Tree Learning Method
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Topics: Disks, Horizontal directional drilling, Algorithms, Data centers, Entropy, Experimental analysis, Machinery, Noise (Sound), Resonance, Vibration
Proceedings Papers

Prediction of OLED Temperature Distribution Based on Neural Network

S. F. Lin, Paul C.-P. Chao
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A008, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65374
https://doi.org/10.1115/ISPS2021-65374
View Paper titled, Prediction of OLED Temperature Distribution Based on Neural Network
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Topics: Artificial neural networks, Temperature distribution
Proceedings Papers

A New Approach to Enhance Artificial Intelligence for Robot Picking System Using Auto Picking Point Annotation

Cheng-Han (Lance) Tsai, Jen-Yuan (James) Chang
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A002, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65218
https://doi.org/10.1115/ISPS2021-65218
View Paper titled, A New Approach to Enhance Artificial Intelligence for Robot Picking System Using Auto Picking Point Annotation
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Topics: Artificial intelligence, Robotics, Robots, Algorithms, Image segmentation, Object recognition, Optical quality control, Testing, Texture (Materials)
Proceedings Papers

Model of Human Actions Recognition Based on 2D Kernel

Bogdan Alexandru Radulescu, Victorita Radulescu
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A001, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65031
https://doi.org/10.1115/ISPS2021-65031
View Paper titled, Model of Human Actions Recognition Based on 2D Kernel
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Topics: Algorithms, Artificial intelligence, Artificial neural networks, Hardware, Machine learning, Modeling, National defense, Numerical analysis, Sensors, Statistical distributions
Proceedings Papers

3D Surface Scanning for Smart Repair Manufacturing Application

Ho-Yu Chuang, Jen-Yuan (James) Chang
Proc. ASME. ISPS2020, ASME 2020 29th Conference on Information Storage and Processing Systems, V001T02A001, June 24–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2020-1910
https://doi.org/10.1115/ISPS2020-1910
View Paper titled, 3D Surface Scanning for Smart Repair Manufacturing Application
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Topics: Maintenance, Manufacturing, Manipulators, Computer numerical control machine tools, Algorithms, End effectors, Errors, Gas turbines, Machinery, Machining
Proceedings Papers

A CAD-Free Random Bin Picking System for Fast Changeover on Multiple Objects

Chun-Tse Lee, Cheng-Han Tsai, Jen-Yuan (James) Chang
Proc. ASME. ISPS2020, ASME 2020 29th Conference on Information Storage and Processing Systems, V001T02A002, June 24–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2020-1911
https://doi.org/10.1115/ISPS2020-1911
View Paper titled, A CAD-Free Random Bin Picking System for Fast Changeover on Multiple Objects
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Topics: Computer-aided design, Cycles, Databases, Image segmentation, Object recognition, Robot motion, Robots
Proceedings Papers

A Low Power Smart Security Surveillance System for Vehicles

Shaomin Xiong, Toshiki Hirano, Neale Jones
Proc. ASME. ISPS2020, ASME 2020 29th Conference on Information Storage and Processing Systems, V001T02A003, June 24–25, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2020-1948
https://doi.org/10.1115/ISPS2020-1948
View Paper titled, A Low Power Smart Security Surveillance System for Vehicles
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Topics: Artificial intelligence, Internet of things, Monitoring systems, Security, Vehicles
Proceedings Papers

Cost Effective On-Site Fault Diagnosis Home Appliance Using a Smart Phone and Support Vector Machine

Ji Min Baek, Kyeong Ha Lee, Seung Ho Lee, Ja Choon Koo
Proc. ASME. ISPS2019, ASME 2019 28th Conference on Information Storage and Processing Systems, V001T13A001, June 27–28, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2019-7445
https://doi.org/10.1115/ISPS2019-7445
View Paper titled, Cost Effective On-Site Fault Diagnosis Home Appliance Using a Smart Phone and Support Vector Machine
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Topics: Fault diagnosis, Support vector machines, Machinery, Algorithms, Filters, Microphones, Washing machines, Acoustics, Electronics, Engineers
Proceedings Papers

Realization of Natural User Interface for Computer Control With KNN Classifier Enhanced Smart Glove

Chieh-Ju Wu, Kai-Hsiang Lin, Meng-Lin Hsieh, Jen-Yuan (James) Chang
Proc. ASME. ISPS2019, ASME 2019 28th Conference on Information Storage and Processing Systems, V001T13A004, June 27–28, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2019-7493
https://doi.org/10.1115/ISPS2019-7493
View Paper titled, Realization of Natural User Interface for Computer Control With KNN Classifier Enhanced Smart Glove
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Topics: Computer control, User interfaces
Proceedings Papers

A Real-Time Human Recognition and Tracking System With a Dual-Camera Setup

Haoyu Wu, Shaomin Xiong, Toshiki Hirano
Proc. ASME. ISPS2019, ASME 2019 28th Conference on Information Storage and Processing Systems, V001T13A002, June 27–28, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2019-7469
https://doi.org/10.1115/ISPS2019-7469
View Paper titled, A Real-Time Human Recognition and Tracking System With a Dual-Camera Setup
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Topics: Algorithms, Artificial intelligence, Artificial neural networks, Computers, Surveillance equipment
Proceedings Papers

Failure Detection for Multiple Micro-Punches Outfitted in Progressive Piercing Processes With Artificial Intelligent Model

Tsung-Liang Wu, Yu-Chun Hwang
Proc. ASME. ISPS2019, ASME 2019 28th Conference on Information Storage and Processing Systems, V001T13A005, June 27–28, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2019-7494
https://doi.org/10.1115/ISPS2019-7494
View Paper titled, Failure Detection for Multiple Micro-Punches Outfitted in Progressive Piercing Processes With Artificial Intelligent Model
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Topics: Failure
Proceedings Papers

A New Human Intruder Detection Scheme for Video Surveillance

Shaomin Xiong, Haoyu Wu, Toshiki Hirano
Proc. ASME. ISPS2019, ASME 2019 28th Conference on Information Storage and Processing Systems, V001T13A003, June 27–28, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2019-7490
https://doi.org/10.1115/ISPS2019-7490
View Paper titled, A New Human Intruder Detection Scheme for Video Surveillance
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Topics: Surveillance