教授簡介
科技部計畫
發明專利
得獎紀錄
Journal papers
C. -M. Tsai, C. -S. Wang, Y. -J. Chung, Y. -D. Sun and J. -W. Perng, "Multisensor Fusion Time–Frequency Analysis of Thruster Blade Fault Diagnosis Based on Deep Learning," in IEEE Sensors Journal, vol. 22, no. 20, pp. 19761-19771, 15 Oct.15, 2022.
Tsai, C.-M.; Wang, C.-S.; Chung, Y.-J.; Sun, Y.-D.; Perng, J.-W. Multi-Sensor Fault Diagnosis of Underwater Thruster Propeller Based on Deep Learning. Sensors 2021, 21, 7187.
Tsai, C.-M.; Lai, Y.-H.; Sun, Y.-D.; Chung, Y.-J.; Perng, J.-W. Multi-Dimensional Underwater Point Cloud Detection Based on Deep Learning. Sensors 2021, 21, 884.
Wang, C.-S.; Guo, C.-W.C.; Tsay, D.-M.; Perng, J.-W. PMSM Speed Control Based on Particle Swarm Optimization and Deep Deterministic Policy Gradient under Load Disturbance. Machines 2021, 9, 343.
I-Hsi Kao and Jau-Woei Perng, “Early Prediction of Coronavirus Disease Epidemic Severity in the Contiguous United States Based on Deep Learning,” Results in Physics, vol. 25, Jun. 2021.
Chiao-Sheng Wang, I-Hsi Kao, and Jau-Woei Perng, “Fault Diagnosis and Fault Frequency Determination of Permanent Magnet Synchronous Motor Based on Deep Learning,” Sensors, vol. 21, no. 11, May. 2021.
Chiao-Sheng Wang, I-Hsi Kao, Ya-Wen Hsu, Tsung-Chun Lin, Der-Min Tsay, and Jau-Woei Perng, “Thread quality classification of a tapping machine based on machine learning,” IEEE Transactions on Instrumentation and Measurement, vol. 70, Mar. 2021.
Ya-Wen Hsu,Yi-Horng Lai, Kai-Quan Zhong,Tang-Kai Yin, and Jau-Woei Perng, “Developing an On-Road Object Detection System Using Monovision and Radar Fusion,” Energies, Vol. 13, No. 1, 116, 2020.
Hsu, Ya-Wen, Yen-Wei Chen, and Jau-Woei Perng. 2020. "Estimation of the Number of Passengers in a Bus Using Deep Learning" Sensors 20, no. 8: 2178.
Ya-Wen Hsu, Ting-Yen Wang, and Jau-Woei Perng, “Passenger Flow Counting in Buses based on Deep Learning Using Surveillance Video,” Optik, Vol. 202, 163675, 2020.
Jau Woei Perng, Ya Wen Hsu, Ya Zhu Yang, Chia Yen Chen, Tang Kai Yin, Development of an embedded road boundary detection system based on deep learning, Image and Vision Computing, Volume 100, 2020, 103935, ISSN 0262-8856,
Yi-Horng Lai, Lan-Yuen Guo, Kuang-Ching Wang, and Jau-Woei Perng, “Dynamical Control for the Parametric Uncertain Cancer Systems,” Accepted by International Journal of Control, Automation and Systems, Dec., 2019.
Jau-Woei Perng, and Yi-Chang Kuo, “Design of the PID Controller for Hydro-turbines based on Optimization Algorithm,” Accepted by International Journal of Control, Automation and Systems, Nov., 2019.
Jau-Woei Perng, and Tung-Li Hsieh, “An Electromagnetic Lock Actuated by a Mobile Phone Equipped with a Self-Made Laser Pointer,” Electronics, Vol. 8, No. 12, 1524, 2019.
Jau-Woei Perng, I-His Kao, Chia-Te Kung, Shih-Chiang Hung, Yi-Horng Lai, and Chih-Min Su, “Mortality Prediction for Suspected Infected Patients in an Emergency Department Based on Machine Learning,” Journal of Clinical Medicine, Vol. 8, No. 11, pp. 1-17, 2019.
I-Hsi Kao, Ya-Wen Hsu, Yi Horng Lai, and Jau-Woei Perng, “Laser Cladding Quality Monitoring Using Coaxial Image Based on Machine Learning,” IEEE Transactions on Instrumentation and Measurement, DOI:10.1109/TIM.2019. 2926878, 2019.
I-Hsi Kao, Ya-Wen Hsu, Ya-Zhu Yang, Ya-Li Chen, Yi-Horng Lai, and Jau-Woei Perng, Determination of Lycopersicon Maturity Using Convolutional Autoencoders,” Scientia Horticulturae, https://doi.org/10.1016/j.scienta.2019.05.065, 2019.
Jau-Woei Perng and Shan-Chang Hsieh, “Design of Digital PID Control Systems Based on Sensitivity Analysis and Genetic Algorithms,” International Journal of Control, Automation and Systems, Vol. 17, No. 7, pp. 1838-1846, 2019.
I-Hsi Kao, Wei-Jen Wang, Yi-Horng Lai, and Jau-Woei Perng, “Analysis of Permanent Magnet Synchronous Motor Fault Diagnosis Based on Learning,” IEEE Transactions on Instrumentation and Measurement, Vol. 68, No. 2, pp. 310-324, 2019.
Jau-Woei Perng, Yi-Chang Kuo, Shih-Pin Lu, “Grounding System Cost Analysis Using Optimization Algorithms,” Energies, Vol. 11, No. 3484, pp. 1-19, 2018.
Jau-Woei Perng, I-His Kao, Yen-Wei Chen, Yi-Horng Lai, Chih-Min Su, Shih-Chiang Hung, Mel S. Lee and Chia-Te Kung, “Analysis of the 72-h Mortality of Emergency Room Septic Patients Based on a Deep Belief Network,” IEEE Access, Vol. 6, pp. 76820-76830, 2018.
Ya-Wen Hsu, Shiang-Shuang Huang and Jau-Woei Perng*, “Application of Multisensor Fusion to Develop a Personal Location and 3D Mapping System,” Optik, Vol. 172, No. 11, pp. 328-339, 2018.
Jau-Woei Perng, Shan-Chang Hsieh, Li-Shan, Ma, and Guan-Yan Chen, “Design of Robust PI Control Systems Based on Sensitivity Analysis and Genetic Algorithms,” Neural Computing & Applications, Vol. 29, No. 4, pp. 913-923, 2018.
Jau-Woei Perng, Guan-Yan Chen and Ya-Wen Hsu, “FOPID Controller Optimization Based on SIWPSO-RBFNN Algorithm for Fractional-order Time Delay Systems,” Soft Computing, Vol. 21, No. 14, pp. 4005-4018, 2017.
Jau-Woei Perng and Yi-Horng Lai, “Robust Longitudinal Speed Control of Hybrid Electric Vehicles with a Two-Degree-of-Freedom Fuzzy Logic Controller,” Energies, Vol. 9, No. 4, pp. 1-15, 2016.
Jau-Woei Perng and Yi-Horng Lai, “Synchronizing Fractional Order Model Uncertain Chaotic Systems with Unknown Parameters and Disturbances through Robust Adaptive Sliding Mode Control,” ICIC Express Letters, Part B: Applications, Vo. 7, No. 1, pp. 91-96, 2015.
Jau-Woei Perng and Yi-Horng Lai, “Optimal Based Robust Fuzzy Parametric Uncertain Controller Design for a SMIB Power System Stabilizer, International Journal of Innovative Computing, Information & Control, Vol. 11, No. 5, pp. 1691-1702, 2015.
Jau-Woei Perng, Guan-Yan Chen and Shan-Chang Hsieh, “Optimal PID Controller Design Based on PSO-RBFNN for Wind Turbine Systems,” Energies, Vol. 7, No. 1, pp. 191-209, 2014.
Jau-Woei Perng, “Limit-Cycle Analysis of Dynamic Fuzzy Control Systems,” Soft Computing, Vol. 17, No. 9, pp. 1553-1561, 2013.
Jau-Woei Perng, “Application of Parameter Plane Method to Pilot-induced Oscillations,” Aerospace Science and Technology, Vol. 23, No. 1, pp. 140-145, 2012.
Jau-Woei Perng, Yi-Hsuan Wen, Guan-Yan Chen and Wei-Jen Chang, “Intelligent Vehicle Driving Controller Design and Implementation Evaluation,” Journal of Mechanics Engineering and Automation, Vol. 2, No. 7, 422-430, 2012.
Jau-Woei Perng, “Stability Analysis of Parametric Time-delay Systems Based on Parameter Plane Method,” International Journal of Innovative Computing, Information and Control, Vol. 8, No. 7, pp. 4535-4546, 2012.
Jau-Woei Perng, “Describing Function Analysis of Uncertain Fuzzy Vehicle Control Systems,” Neural Computing & Applications, Vol. 21, No. 3, pp. 555-563, 2012.
Jau-Woei Perng, Li-Shan Ma and Bing-Fei Wu, “Limit Cycle Prediction of a Neurocontrol Vehicle System Based on Gain-Phase Margin Analysis,” Neural Computing & Applications, Vol. 19, No. 4, pp. 565-571, 2010.
Hsin-Han Chiang, Shinq-Jen Wu, Jau-Woei Perng, Bing-Fei Wu, and Tsu-Tian Lee, “The Human-in-the-loop Design Approach to the Longitudinal Automation System for an Intelligent Vehicle,” IEEE Transactions on Systems, Man, and Cybernetics Part A, Vol. 40, No. 4, pp. 708-720, 2010.
Bing-Fei Wu, Li-Shan Ma, and Jau-Woei Perng, “The Absolute Stability Analysis in Fuzzy Control Systems with Parametric Uncertainties and Reference Inputs,” IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E92-A, No. 8, pp. 2017-2035, 2009.
Bing-Fei Wu, Li-Shan Ma, and Jau-Woei Perng, “Observer-Based Synchronization for Unknown Chaotic Systems with Adaptive Fuzzy-Neural Network,” IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E91-A, No. 7, pp. 1797-1805, 2008.
Shinq-Jen Wu, Hsin-Han Chiang, Jau-Woei Perng, Chao-Jung Chen, Bing-Fei Wu, and Tsu-Tian Lee, “The Heterogeneous Systems Integration Design for Intelligent Automated Driving on a Vehicle,” IEEE Transactions on Intelligent Transportation Systems, Vol. 9, No. 2, pp. 246-263, 2008.
Bing-Fei Wu, Hung-I Chin, Jau-Woei Perng and Tsu-Tian Lee, “Robust Control Design for Perturbed Systems by Frequency Domain Approach,” IEEE Transactions on Vehicular Technology, Vol. 56, No.5, pp. 2893-2901, 2007.
Bing-Fei Wu, Chao-Jung Chen, Hsin-Han Chiang, Hsin-Yuan Peng, Jau-Woei Perng, Li-Shian Ma and Tsu-Tian Lee, “The Design of Intelligent Real-Time Autonomous Vehicle, TAIWAN iTS-1,” Journal of the Chinese Institute of Engineers, Vol. 30, No. 5, pp. 829-842, 2007.
Jau-Woei Perng, Li-Shan Ma, Bing-Fei Wu and Tsu-Tian Lee, “Describing Function Analysis of Neural Control Vehicle Steering Systems,” International Journal of Information Technology, Vol. 11, No. 6, pp. 63-73, 2005.
Bing-Fei Wu, Jau-Woei Perng and Hung-I Chin, “Limit Cycle Analysis of Nonlinear Sampled-Data Systems by Gain-Phase Margin Approach,” Journal of the Franklin Institute, Vol. 342, No. 2, pp. 175-192, 2005.
Hung-I Chin, Jau-Woei Perng and Bing-Fei Wu, “Parameter Plane Analysis of Fuzzy Vehicle Steering Control Systems,” WSEAS Transactions on Circuits and Systems, Vol. 4, No. 2, pp. 59-65, 2005.
Jau-Woei Perng, Bing-Fei Wu, Hung-I Chin and Tsu-Tian Lee, “Gain-Phase Margin Analysis of Dynamic Fuzzy Control Systems,” IEEE Transactions on Systems, Man and Cybernetics Part B, Vol. 34, No. 5, pp.2133-2139, 2004.
Bing-Fei Wu, Hung-I Chin and Jau-Woei Perng, “Gain-Phase Margin Analysis of Nonlinear Perturbed Vehicle Control Systems for Limit Cycle Prediction,” WSEAS Trans. on Systems, Vol. 3, No. 5, pp. 1881-1886, 2004.
Bing-Fei Wu and Jau-Woei Perng, “Gain-Phase Margin Analysis of Pilot-Induced Oscillations for Limit Cycle Prediction,” AIAA Journal of Guidance, Control, and Dynamics, Vol. 27, No. 1, pp. 59-65, 2004.
Gong-Liang Chao, Jau-Woei Perng and Kuang-Wei Han, “Robust Stability Analysis of Time-Delay Systems Using Parameter-Plane and Parameter-Space Method,” Journal of the Franklin Institute, Vol. 335B, No. 7, pp. 1254-1262, 1998.
Jau-Woei Perng, Kuo-Chang Han, Song-Jau Tsai and Kuang-Woei Han, “State-Space Solution of the Standard Control Problem for Strip Mill Gauge Control,” IEE Proc. Control Theory and Applications, Vol. 145, No. 3, pp. 291-298, 1998.
Jan-Woei Perng, Wen-Dean Tseng, Kuang-Wei Han, Song-Jau Tsai and Jen-Hwa Lin, “Frequency Domain Analysis of Mechanical Vibrations in Automatic Rolling Systems,” Journal of the Franklin Institute, Vol. 335B, No. 4, pp. 679-694, 1998.
Wen-Dean Tseng, Jau-Woei Perng and Kuang-Wei Han, “Analysis of Nonlinear Systems by Plotting Trajectories,” Journal of Control Systems and Technology, Vol. 5, No. 3, pp. 161-169, 1997.
