| 0 | Shang-En Shen and Yi-Cheng Huang*, “Application of Reinforcement Learning in Controlling Quadrotor UAV Flight Actions,” Drones 2024, 8, 660. https://doi.org/10.3390/ drones8110660, (SCIE, I.F.=4.4), 2024. |
| 1 | Yi-Cheng Huang* and Po-Chen Chen，"Failure Diagnosis for Dental Air Turbine Handpiece with Payload Using Feature Engineering and Temporal Convolution Network," Bioengineering, 11(6), 555; https://doi.org/10.3390/bioengineering11060555Bioengineering, (SCIE, I.F.=4.6), 2024 |
| 2 | Ming-You Ma, Yu-Hsiang Huang, Shang-En Shen, and Yi-Cheng Huang* “Manipulating Camera Gimbal Positioning by Deep Deterministic Policy Gradient Reinforcement Learning for Drone Object Detection,” Drones 2024, Vol. 8, Issue 5, 174. https://doi.org/10.3390/drones8050174 (SCIE,I.F.=4.8), 2024. |
| 3 | Ming-You Ma, Shang-En Shen and Yi-Cheng Huang*, “Enhancing UAV Visual Landing Recognition with YOLO’s Object Detection by Onboard Edge Computing,” Sensors /2641733, (SCIE, I.F.=3.9), Nov., 2023. |
| 4 | Yi-Cheng Huang and Ching-Chen Hou, “Using Feature Engineering and PCA for Monitoring Spindle Speed Change Based on Kullback–Leibler Divergence with a Gaussian Mixture Model,” (SCIE, I.F.=3.9), July, Sensors, 2023. |
| 5 | Yi-Cheng Huang and Yong-Jun Zhan, “Manipulating XXY Planar Platform Positioning Accuracy by Computer Vision Based on Reinforcement Learning,” Sensors, Vol. 23, Issue 6, 3027, https://doi.org/10.3390/s23063027 (SCIE, I.F.=3.9), March, 2023. |
| 6 | Ming-Yu Ma, Yi-Cheng Huang*, Yu-Tso Wu, “A Morphing Point-to-Point Displacement Control Based on Long Short-Term Memory for a Coplanar XXY Stage,” Vol. 23, Issue 4, 1938, https://doi.org/10.3390/s23041938, (SCIE, I.F.=3.784) Sensors, Feb. 2023. |
| 7 | Yi-Cheng Huang, Kuo-Chun Hung and Jun-Chang Lin,“Automated Machine Learning System for Defect Detection on Cylindrical Metal Surfaces,” Sensors, 22(24), 9783; https://doi.org/10.3390/s22249783 (SCIE, I.F.=3.874), 2022. |
| 8 | Yi-Cheng Huang, Ting-Hsueh Chuang and Jung-Chia Lin, “A Revisit for the Diagnosis of the Hollow Ball Screw Conditions Based Classification Using Convolution and Long Short-Term Memory Hybrid Deep Neural Networks,” Measurement and Control, published online 08/24/2022, https://doi.org/10.1177/00202940221092040, (SCIE, I.F.=1.649), 2022. |
| 9 | Chia-Ming Chang, Yuan-Dean Liao, Yi-Cheng Huang *, Shang-En Shen, Pei-Jou Yu, Ting-Hsueh Chuang, and Shean-Juinn Chiou, “Yolo Based Deep Learning on Needle-type Dashboard Recognition for Autopilot Maneuvering System,”, Measurement and Control, Volume 55, Issue 7-8 , pp. 567-582, https://doi.org/10.1177/00202940221115199, 2022. |
| 10 | Yi-Cheng Huang and Ming-You Ma, “An Improved Particle Swarm Optimization Using Long Short-Term Memory Model for Positioning Control of a Coplanar XXY Stage,” Volume 55, Issue 9-10, Measurement and Control, DOI: 10.1177/00202940221083574, 2022. |
| 11 | Yi-Cheng Huang, Kuo-Chun Hung, Chun-Chang, Liu, Ting-Hsueh Chuang and Shean-Juinn Chiou, “Customized convolutional neural networks technology for machined product inspection,” Vol. 12, Issue 6, 3014, Applied Sciences, (SCIE, IF: 2.838), https://doi.org/10.3390/ app12063014, 2022. |
| 12 | Yi-Cheng Huang, Ting-Hsueh Chuang and Yeong-Lin Lai, “Classification of the Trap-Neuter-Return Surgery Images of Stray Animals by Using Yolo Based Deep Learning Integrated with Majority Voting System, 11(18), Applied Sciences, https://doi.org/10.3390/app11188578 - 15 (SCIE, I.F.=2.679) Sep. 2021 |
| 13 | Yi-Cheng Huang and Yu-Hsien Chen, “Use of Long Short-term Memory for Remaining Useful Life and Degradation Assessment Prediction of Dental Air Turbine Handpiece in Milling Process,” Sensors, 21, 4978, https://doi.org/10.3390/s21154978, (SCIE, I.F.=3.576) July, 2021. |
| 14 | Yi-Cheng Huang and Yi-Keng Hsieh, “Applying Support Vector Machine for Hollow Ball Screw Conditions Based Classification by Using Features Extraction,” Proceedings of the Institute of Mechanical Engineering, Part B, Journal of Engineering Manufacture, https://doi.org/10.1177/0954405420958842, on-line 10/14, (SCIE, I.F.=1.982), 2020. |
| 15 | Yi-Cheng Huang and Pin-Jun Wang, “Infrared Air Turbine Dental Handpiece Rotor Fault Diagnosis with Convolutional Neural Network,” Sensors and Materials. Vol. 32, No. 11(1) pp. 3545-3558, https://doi.org/10.18494/SAM.2020.2755, November 10, 2020. (SCIE, I.F.=0.759) |
| 16 | Yi-Cheng Huang and Hsien-Shu Liao, “Building Prediction Model for a Machine Tool with Genetic Algorithm Optimization on a General Regression Neural Network,” Journal of Intelligent & Fuzzy Systems, Vol. 38 (2), pp. 2347–2357, DOI 10.3233/JIFS-191264 (SCIE, I.F.=1.851) 2020. |
| 17 | Yi-Cheng Huang and Huan-Chu Hsu, “Selective Laser Melting Heat Sinks under Jet Impingement Cooling for Heat Dissipation of Higher Light Output LED Lighting in a Limited Space,” Applied Sciences-Basel, 10(11), 3898; https://doi.org/10.3390/app10113898 (SCIE, I.F.=2.217), 2020 |
| 18 | Yi-Cheng Huang, Zi-Sheng Yang and Hsien-Shu Liao, “Labeling Confidence Values for Wafer-Handling Robot Arm Performance Using a Feature-Based General Regression Neural Network and Genetic Algorithm,” Applied Sciences-Basel, Volume 9, Issue 20, 4241, DOI:10.3390/app9204241, (SCIE, I.F.=2.217 ), 2019. |
| 19 | Yi-Cheng Huang, Yu-Rui Chen, Hung-Yi Wu and Yu-Jui Huang, “Wearable Sensor for Measurement of Gait Walking and Running Motion,” Sensors and Materials, Vol. 31, No. 2, pp. 629-644, DOI: 10.18494/SAM.2019.2167 (SCIE, I.F.=0.468), Feb. 2019. |
| 20 | Yu-Jui Huang, Yi-Cheng Huang*, Siang-Cyun Wang, Ming-Chou Ku, “Computed Tomography System for Total Knee Replacement Planning and Comparison with Plain Radiography Measured by an Orthopedic Surgeon,” Journal of Imaging Science and Technology, Vol. 63, Issue 5, (SCI, I.F.=0.712), Sep., 2019. |
| 21 | Yi-Cheng Huang, Shih-Wen Hsu and Ming-You Ma, “Anticipatory Iterative Learning Control for Linear Motor Positioning Accuracy by Use of Hybrid Particle Swarm Optimization,” Journal of Intelligent & Fuzzy Systems, Vol. 36, No. 2, pp. 897-910, 2019. DOI:10.3233/JIFS-16986 (SCIE, I.F.=1.426), March, 2019. |
| 22 | Yi-Cheng Huang and Huan-Chu Hsu, “Numerical Simulation and Experimental Validation of Heat Sinks Fabricated Using Selective Laser Melting for Use in a Compact LED Recessed Downlight,” Microsystem Technologies, 25(1), pp121-137, DOI 10.1007/s00542-018-3943-x (SCI, I.F.=1.581), January 2019. |
| 23 | Yi-Cheng Huang, Yen-Lin Lee and Ming-You Ma, “Numerical Simulation and Experimental Validation of the Vibration Suppression Control by Using Input Shaping Technique with Extended Kalman Filter, Journal of Marine Science and Technology, Vol. 26, No. 5, pp. 731-742, DOI:10.6119/JMST.201810_26(5).0012 (SCIE, I.F.=0.372) October. 2018 |
| 24 | Yi-Cheng Huang, Chi-Hsuan Kao and Sheng-Jhe Chen, “Diagnosis of the Hollow Ball Screw Preload Classification by Machine Learning,” Vol. 8, Issue 7, 1072; https://doi.org/10.3390/app8071072, Applied Sciences-Basel, (SCIE, I.F.=2.217) 2018. |
| 25 | Yi-Cheng Huang and Huan-Chu Hsu, “Numerical Simulation and Experimental Validation of a Novel Hyperelastic Micro-Motion Manipulator for Water Conserving Device,” Microsystem Technologies, Volume 24, Issue 8, pp 3329–3339 DOI 10.1007/s00542-017-3680-6, (SCI, I.F.=1.581) Aug. 2018. |
| 26 | Yi-Cheng Huang and Ching-Hong Cheng, “Ball Nut Preload Diagnosis of the Hollow Ball Screw through Support Vector Machine,” Advanced in Technology Innovation, Vol. 3, No.2, pp.94-99, April 2018. |
| 27 | Yi-Cheng Huang and Xiang-Yuan Chen, “Investigation of a Ball Screw Feed Drive System Based on Dynamic Modeling for Motion Control, Advances in Technology Innovation, Vol. 2, No. 2, pp.29-33, ISSN 2415-0436, April, 2017. |
| 28 | Yi-Cheng Huang, Yi-Wei Su and Po-Chou Chuo, “Iterative Learning Control Bandwidth Tuning Using the Particle Swarm Optimization Technique for High Precision Motion”, Microsystem Technologies, 23(2), 361-370, (DOI: 10.1007/s00542-015-2649-6, SCI, IF=0.875),February 2017. |
| 29 | Huan-Chu Hsu and Yi-Cheng Huang*, “Numerical Simulation and Experimental Validation for the Thermal Analysis of a Compact LED Recessed Downlight with Heat Sink Design,” Applied Sciences-Basel, 7(1), 4; doi:10.3390/app7010004. (SCIE, I.F.=1.726), December, 2016. |
| 30 | Yi-Cheng Huang, Chang-Chih Liu and Po-Chou Chuo, “Prognostic Diagnosis of the Health Status of an Air-Turbine Dental Handpiece Rotor by Using Sound and Vibration Signals,” Journal of Vibroengineering, Vol. 18, Issue 3, pp. 1514-1524, May, 2016. (SCIE, I.F.=0.617) |
| 31 | Yi-Cheng Huang and Ming-Chi Hsu, “A New Particle Swarm Optimization with Iterative Learning Control for Precision Motion Control,” Applied System Innovation, pp.1081-1086, Taylor & Francis, London, 2016. (ISBN 978-1-138—02893-7) |
| 32 | Yi-Cheng Huang and Ying-Hao Li, “Experiments of Iterative Learning Control System Using Particle Swarm Optimization by New Bounded Constraints on Velocity and Positioning,” Engineering Computations, Vol. 31, Issue. 2, pp. 250-266, Feb., 2014. (SCI, I.F.=1.495) |
| 33 | Yi-Cheng Huang, and Dian-Yu Lin, “Dynamic Motion and Modal Analysis Simulation for the Balance Mass of the Crankshaft of a Two-cylinder Reciprocating Air Compressor,” Applied Mechanics and Materials, Vol. 511-512, pp. 696-699, Feb., 2014. (EI). |
| 34 | Yi-Cheng Huang, Shi-Lun Sun, and Kuan-Heng Peng, “Ball Nut Preload Diagnosis of the Hollow Ball Screw through Sensed Current Signals,” International Journal of Automation and Smart Technology, Vol. 4, No. 3, pp. 134-142, Sep., 2014. (ISSN 2223-9766) |
| 35 | Yi-Wei Su, Jen-Ai Chao and Yi-Cheng Huang* “Adaptive Zero-Phase Filtering Bandwidth of Iterative Learning Control by Particle Swarm Optimization”, Lecture Notes in Electrical Engineering, Vol. 293, pp. 1031-1037, April 2014. (EI) |
| 36 | Shi-Lun Sun and Yi-Cheng Huang*, “Using Multi-Scale Entropy for Diagnosing the Motion Features of a Hollow Ball Screw with Oil Cooling,” Journal of Applied Sound and Vibration, Vol. 5, No. 2, pp.1-15, Dec. 2013. (ISSN 2076-0337) |
| 37 | Yi-Cheng Huang and Yan-Chen Shin, “Prognostic Diagnosis of the Preload Loss for Single Nut Ball Screw through Vibration Signals,” Vol. 34, No. 4, pp. 303-311, Journal of the Chinese Society of Mechanical Engineers, Aug., 2013. (SCIE, I.F.=0.274) |
| 38 | Yi-Cheng Huang, Shu-Ting Li and Kan-Heng Peng, “Precision Motion of Iterative Learning Controller Using Adaptive Filter Bandwidth Tuning by Improved Particle Swarm Optimization Technique,” Applied Mechanics and Materials, Vol. 376, Material and Diverse Technology in Industry and Manufacture, pp.349-353, Aug., 2013. (EI). |
| 39 | Yi-Cheng Huang and Chun-Shien Lin, “Research of Ear PPG Signals Compared with ECG Signals by Empirical Mode Decomposition and Hilbert-Huang Transform,” Vol. 28, No. 1, March, pp.1-8, Journal of Technology, 2013. (EI) |
| 40 | Yi-Cheng Huang, Yi-Hao Li and Shu-Ting Li, “Design and Experiment of Iterative Learning Controller Based on Particle Swarm Optimization Approach with New Bounded Constraints Technique,” Vol. 284-287, Innovation for Applied Science and Technology, Ch. 8, Automation and Control, pp.2233-2237, Applied Mechanics and Materials, Jan. 2013. (EI) |
| 41 | Yi-Cheng Huang and Ying-Hao Li, “Improved Particle Swarm Optimization by Updating Constraints Technique for PID Control of a Real Time Linear Motor Positioning,” Vol. 19, No. 3, pp.425-437, Intelligent Automation and Soft Computing, Aug., 2013. (SCI, I.F.=0.189) |
| 42 | Yi-Chang Huang, Guan-Zhang Ding, Bo-Hsuan Chen and Yu-Ray Huang, “Simulation and Experiment of Langevin Type Piezoelectric Ultrasonic Horn for Micro Tool Motion”, Vol. 234, pp. 967-974, Lecture Notes in Electrical Engineering, May, 2013. (EI) |
| 43 | Yi-Cheng Huang, Yu-Shi Chen, Shi-Lun Sun and Kuan-Heng Peng, “Prognostic Diagnosis of Hollow Ball Screw Pretension on Preload Loss through Sensed Vibration Signals”, Vol. 234, 959-966, Lecture Notes in Electrical Engineering, May, 2013. (EI) |
| 44 | Shu-Ting Li, Jen-Ai Chao, Yi-Hao Li and Yi-Cheng Huang(*), “Design the Bandwidth of Zero Phase Filter of Iterative Learning Controller by Improved Particle Swarm Optimization”, Vol. 234, pp.949-958, Lecture Notes in Electrical Engineering, May, 2013. (EI) |
| 45 | Po-Chou Chuo, Yi-Cheng Huang, Min-Chie Chiu and Ho-Chih Cheng, “A Quality Monitoring Online System Using an Early Warning Abnormal Trend Distribution: A Thickness Measurement Case Study Using a LVDT,” Advanced Materials Research, Materials, Mechatronics and Automation II, Vol. 740, pp.120-127, Aug., 2013. (EI) |
| 46 | Guan-Zhang Ding and Yi-Cheng Huang(*), “Design of a Piezoelectric Ultrasonic Horn Shape and Its Simulation,” Journal of Applied Sound and Vibration, Vol. 4, No. 2, pp.23-33, Dec. 2012. (ISSN 2076-0337) |
| 47 | Yi-Cheng Huang and Cheng-Bin Hsu, “Development of a Piezoelectric Micro-Cutting System,” Vol. 27, No. 4, pp. 171-178, Journal of Technology, Dec. 2012. (EI) |
| 48 | Yi-Cheng Huang and Kun-Yang Li, “Numerical Simulation and Experimental Study on Bonding Tool Design of Thermosonic Transducer for Flip Chip Bonding,” Applied Mechanics and Materials, Vols. 157-158, Mechatronics and Applied Mechanics, pp.1670-1673, Feb., 2012. (EI). |
| 49 | Yi-Cheng Huang and Fong-You Lee “Dynamic Balancing Modal Analysis and Vibration Suppressing Design for Reciprocating Compressor,” Applied Mechanics and Materials, Vols.157-158, Mechatronics and Applied Mechanics, pp. 996-999, Feb., 2012. (EI) |
| 50 | Yi-Cheng Huang, Chun-Ying Lee and Chi-Jen Chen, “Theoretical and Experimental Design of a New Flexible Hinged Positioning Stage,” Vol. 33, No. 1, pp. 59-66, Journal of the Chinese Society of Mechanical Engineers, February, 2012. (SCIE, I.F.=0.274) |
| 51 | Yi-Cheng Huang and Jun-Liang Chiang, “Ball Screw Preload Loss for Machine Tool by Acoustic Diagnosis Signals through the Hilbert-Huang Transform and Multiscale Entropy,” Vol. 1, No. 1, pp. 1-7, International Journal on Intelligent Technologies and Engineering Systems, October, 2011. (ISSN 2159-9734) |
| 52 | Yi-Cheng Huang and Jun-Liang Chang, “Prognostic Diagnosis of Ball Screw Preload Loss for Machine Tool through the Hilbert-Huang Transform and Multiscale Entropy Measure,” Journal of the Chinese Society of Mechanical Engineers, August, Vol. 32, No. 4, pp. 349-358, 2011. (SCIE, I.F.=0.274). |
| 53 | Ying-Hao Li, Yi-Cheng Huang and Jen-Ai Chao, “Improved Particle Swarm Optimization by Updating Constraints of PID Control for Real Time Linear Motor Positioning,” Lecture Notes in Electrical Engineering, 1, Communication System and Information Technology, Springer, Vol. 100, pp.515-523, June, 2011. (EI) |
| 54 | Yan-Chen Shin, Yi-Cheng Huang and Jen-Ai Chao, “Diagnosis of Ball Screw Preload Loss by Vibration Signals through the. Hilbert-Huang Transform and Multiscale Measure”, Applied Mechanics and Materials, Information Technology for Manufacturing Systems II, Vols. 58-60, pp.636-641, June, 2011. (EI) |
| 55 | Yi-Cheng Huang and Chih-Hao Cheng, Robust Tracking Control of a Piezodriven Monolithic Flexure-Hinge Stage, Science in China, Series G, Physics Mechanics, Astronomy, Vol. 52, No 6, pp.926-934, June, 2009. (SCI, I.F.=1.169) |
| 56 | Yi-Cheng Huang and Mou-Sheng Lin, “Tracking Control of a Piezo-actuated Stage Based on a Frictional Model”, Vol. 11, No. 3, pp.287-294, May, Asian Journal of Control. 2009. (SCI, I.F.=1.411) |
| 57 | Yi-Cheng Huang, Jia-Ling Tsai and Fong-You Lee, “The Study of a New Structure of Fiber Bragg Grating with FFPI Filter for Force Sensing,” Vol. 29, No. 5, pp. 413-419, Journal of the Chinese Society of Mechanical Engineers, October, 2008. (SCI, I.F.=0.274) |
| 58 | Che-Ming Liu, Jyh-Chen Chen, Yi-Cheng Huang, Hung-Lin Hsieh, “The Morphology of Etch Pits on a Sapphire Surface,” Journal of Physics and Chemistry of Solids, Vol. 69, Issues 2-3, pp. 572-575, February-March 2008. (SCI, I.F.=1.527) |
| 59 | Yi-Cheng Huang and Chi-Fan Chen, “Research on the Electric-Magnetic Powered Gene Gun by Using FEA and Experiment Verification,” Vol. 27, No. 4, pp. 485-489, Journal of the Chinese Society of Mechanical Engineers, Sep., 2006. (EI) |
| 60 | Yi-Cheng Huang, Kai-Chu Chuang, and Mou-Sheng Lin, “Design of Innovative LED Micro Structure Inspection Apparatus by Piezo Servo System,” Transactions of Aeronautics Astronautics and Aviation, Series A Vol. 38, No. 3, pp. 191-198, September 2006. (EI) |
| 61 | Yi-Cheng Huang and De-Yao Lin, “Ultra-Fine Tracking Control on Piezoelectric Actuated Motion Stage Using Piezoelectric Hysteretic Model,” Asian Journal of Control, Special Issue on Advances in Nano-Technology Control. Vol. 6, No. 2, pp. 208-216, June 2004. (SCI, I.F.=0.578, ranked 41/60 in AUTOMATION & CONTROL SYSTEMS) |
| 62 | Yi-Cheng Huang and De-Yao Lin, “Tracking Control for Piezoelectric Actuator via Hysteretic Modeling Measurement,” Transactions of the Aeronautical and Astronautical Society of the Republic of China, Vol. 36, No. 3, pp. 269-277, September, 2004. (EI) |
| 63 | Yi-Cheng Huang, Mou-Sheng, Lin, Che-Ming Liu and Jyh-Chen Chen, “Motion Stage Design with Scanning-by-Probe AFM for Imaging Nanocrystals on Sapphire Surface,” Journal of the Chinese Society of Mechanical Engineers, Vol. 25, No. 3, pp. 257-265, June, 2004. (EI) |
| 64 | Yi-Cheng Huang, Manuel Chan, Yi-Ping Hsin and Ching-Chang Ko, “Use of PID and Iterative Learning Controls on Improving Intra-Oral Hydraulic Loading System of Dental Implants,” The Japan Society of Mechanical Engineers, JSME International Journal, Series C.: Mechanical System, Machine Element and Manufacturing, Vol. 46, No. 4, pp. 1449-1455, December. 2003. (SCI, I.F.=0.187) |
| 65 | Yi-Cheng Huang and Ming-Li Chiou, “Lead-Acid Battery Fast Charge Optimization Strategy Based on Phase Controlled Current,” Journal of the Chinese Institute of Electrical Engineering, Vol.10, No. 3, pp. 247-258, August 2003. (EI) |
| 66 | Yi-Cheng Huang and Chih-Hao Cheng, “Controller Design of Piezoelectric Actuator with Nonminimum Phase,” Journal of Technology, Vol. 18, No. 1, pp. 21-29, March 2003. |
| 67 | Yi-Cheng Huang and Ming-Li Chiou, “Optimal Strategy Analysis and Experimental Research Results of Lead-Acid Batteries Fast Charger Based on a Phase Controlled Current Method,” Journal of Technology, Vol. 17, No. 3, pp. 355-367, September 2002. |
| 68 | Richard W. Longman and Yi-Cheng Huang, “The Phenomenon of Apparent Convergence Followed by Divergence in Learning and Repetitive Control”, International Journal of Intelligent Automation and Soft Computing, Special Issue on Learning and Repetitive Control, Vol. 8, No. 2, pp. 107-128, 2002. (SCI, I.F.=0.187) |
| 69 | Richard W. Longman and Yi-Cheng Huang, “Analysis and Frequency Response of the Alternating Sign Learning and Repetitive Control Laws,” Journal of the Chinese Society of Mechanical Engineers, Vol. 21, No.1, pp. 107-118, 2000. (EI) |
| 70 | Richard W. Longman and Yi-Cheng Huang, “Use of Unstable Repetitive Control for Improved Tracking Accuracy,” Journal of the Chinese Society of Mechanical Engineers, Special Issue on Dynamics and Control, Vol. 19, No.1, pp-81~93, 1998. (EI) |
| 71 | Jyh-Chen Chen and Yi-Cheng Huang, “Thermocapillary Flow of Surface Melting due to a Moving Heat Flux,” International Journal of Heat and Mass Transfer, No. 3., pp. 663-671, April 1990. (SCI, I.F.=1.899) |
