Journal papers

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.

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.

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.