Ping-Huan Kuo*, Jun Hu, Kuan-Lin Chen, Wei-Hsin Chang, Xin-Yu Chen, Chiou-Jye Huang*, “Sequential Sensor Fusion–Based W-DDPG Gait Controller of Bipedal Robots for Adaptive Slope Walking,” Advanced Engineering Informatics, Vol. 57, pp. 102067, Jun 2023. (SCI, IF: 8.8, 4/90, Q1, Top 5% in Engineering, Multidisciplinary Category)
Yadong Pei, Chiou-Jye Huang*, Yamin Shen, Mingyue Wang, “ A Novel Model for Spot Price Forecast of Natural Gas Based on Temporal Convolutional Network,” Energies, Vol. 16, No. 5, pp. 2321, Feb 2023.(SCI, Impact Factor: 3.252 @2021, JCR Rank: 80/119, Q3)
Yadong Pei, Chiou-Jye Huang*, Yamin Shen, Yuxuan Ma, “An Ensemble Model with Adaptive Variational Mode Decomposition and Multivariate Temporal Graph Neural Network for PM2.5 Concentration Forecasting,” Sustainability, Vol. 14, No. 20, pp. 13191, Qct 2022. https://doi.org/10.3390/su142013191 (SCI, Impact Factor: 3.889 @2021, JCR Rank: 133/279, Q2)
Chiou-Jye Huang, Yamin Shen, Ping-Huan Kuo, Yung-Hsiang Chen*, “Novel Spatiotemporal Feature Extraction Parallel Deep Neural Network for Forecasting Confirmed Cases of Coronavirus Disease 2019,” Socio-Economic Planning Sciences, Volume 80, pp. 100976, Mar 2022, https://doi.org/10.1016/j.seps.2020.100976. (SCI, IF: 6.1, 38/380, Q1, Top 10% in Economics Category)
Yung-Hsiang Chen, Yung-Yue Chen, Shi-Jer Lou, Chiou-Jye Huang*, “Energy Saving Control Approach for Trajectory Tracking of Autonomous Mobile Robots,” Intelligent Automation & Soft Computing, Vol. 31, No. 1, pp.357-372, Step 2022. (SCI, Impact Factor: 1.647 @2021, JCR Rank: 44/63, Q3)
Hsin-Chuan Chen, Rong-San Lin*, Chiou-Jye Huang*, Lidan Tian, Xining Su, and Haikun Yu, “Bluetooth-controlled Parking System Based on WiFi Positioning Technology,” Sensors and Materials, Vol. 34, No. 3 pp. 1179-1189, Jun 2022 (SCI, Impact Factor: 0.759 @2021, JCR Rank: 68/72, Q4)
Ping-Huan Kuo, Ssu-Ting Lin, Jun Hu, and Chiou-Jye Huang*, “Multi-Sensor Context-Aware Based Chatbot Model: An Application of Humanoid Companion Robot,” Sensors, Vol. 21, No. 15, pp. 5132, 2021. (SCI, Impact Factor: 3.576 @2021, JCR Rank: 15/64, Q1)
Yamin Shen, Yuxuan Ma, Simin Deng, Chiou-Jye Huang*, and Ping-Huan Kuo*, “An Ensemble Model based on Deep Learning and Data Preprocessing for Short-Term Electrical Load Forecasting,” Sustainability, Vol. 13, No. 4, pp. 1694, 2021.(SCI, Impact Factor: 3.215 @2021, JCR Rank: 60/125, Q2)
Yung-Hsiang Chen, Chan-Hong Chao, Chun-Fa Cheng, Chiou-Jye Huang*, “A Fuzzy Control Design for the Trajectory Tracking of Autonomous Mobile Robot,” Advances in Robotics & Mechanical Engineering, Vol. 2, No. 5, pp. 206-211, 2020/09. (Cosmos IF:3.135)
Chiou-Jye Huang, Yamin Shen, Yung-Hsiang Chen, Hsin-Chuan Chen*, “A Novel Hybrid Deep Neural Network Model for Short-Term Electricity Price Forecasting,” International Journal of Energy Research, pp. 1-22, 2020; https://doi.org/10.1002/er.5945 (SCI, Impact Factor: 5.164 @2021, JCR Rank: 14/133, Q1)
Chiou-Jye Huang, Yamin Shen, Ping-Huan Kuo, Yung-Hsiang Chen*, “Novel Spatiotemporal Feature Extraction Parallel Deep Neural Network for Forecasting Confirmed Cases of Coronavirus Disease 2019,” MedRxiv, doi:https://doi.org/10.1101/2020.04.30.20086538, May 2020.
Chiou-Jye Huang, Yung-Hsiang Chen, Yuxuan Ma, Ping-Huan Kuo*, “Multiple-Input Deep Convolutional Neural Network Model for COVID-19 Forecasting in China,” MedRxiv,doi:https://doi.org/10.1101/2020.03.23.20041608 ,Mar. 2020.
Hsu-Yung Cheng, Ping-Huan Kuo, Yamin Shen, Chiou-Jye Huang*, “Deep Convolutional Neural Network Model for Short-Term Electricity Price Forecasting,” arXiv,2003.07202,12Mar. 2020.
Hsin-Chuan Chen, Rong-San Lin*, Chiou-Jye Huang, Chang-Hsiang Tsao, “Design of Split TX/RX Installation on RSU for Infrared-Based Parking System” Sensors and Materials, Vol. 34, No. 9, pp. 3039-3049, 2020. (SCI, Impact Factor: 0.482 @2019, JCR Rank: 294/314, Q4)
Hsin-Chuan Chen, Chiou-Jye Huang*, Wei-Ru Tsai, Che-Lin Hsieh, “A Computer Mouse Using Blowing Sensors Intended for People with Disabilities” Sensors, Vol. 19, No. 21, pp. 4638, Oct. 2019, doi:10.3390/s19214638. (SCI, Impact Factor: 3.031 @2019, JCR Rank: 15/61, Q1)
Chiou-Jye Huang and Ping-Huan Kuo*, “Multiple-Input Deep Convolutional Neural Network Model for Short-Term Photovoltaic Power Forecasting,” IEEE Access, Vol. 7, pp. 74822-74834, Jun. 2019. (SCI, Impact Factor: 4.098 @2019, JCR Rank: 23/155, Q1)
Hsin-Chuan Chen, Ping-Huan Kuo, and Chiou-Jye Huang*, “A Mutual Blocking Technology Applied to Dual Power Source Switching Control,” Energies, Vol. 12, No.4, pp. 576, Feb. 2019. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Hsin-Chuan Chen*, Chiou-Jye Huang, and Kai-Hung Lu, “An Infrared-Based Parking System Using Non-Processor OBU Device,” Journal of Computers,Vol. 30 No. 1, pp. 153-165, Feb. 2019. (EI)
Min-Chan Hwang*, Chiou-Jye Huang, Feifei Liu, “Application of Support Vector Machine in Designing Theo Jansen Linkages,” Applied Sciences, Vol. 9, No. 3, pp. 371, Jan. 2019. (SCI, Impact Factor: 2.217@2019, JCR Rank: 67/148, Q2)
Chiou-Jye Huang and Ping-Huan Kuo*, “A Short-Term Wind Speed Forecasting Model by Using Artificial Neural Networks with Stochastic Optimization for Renewable Energy Systems” Energies, Vol.11, No.10, pp. 2777, 2018. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Chiou-Jye Huang and Ping-Huan Kuo*, “A Novel Deep CNN-LSTM Model for Particulate Matter (PM2.5) Forecasting in Smart Cities,” Sensors, Vol.18 No.7, pp. 2220, 2018. (SCI, Impact Factor: 3.031 @2019, JCR Rank: 15/61, Q1)
Ping-Huan Kuo and Chiou-Jye Huang*, “A Green Energy Application in Energy Management System by Artificial Intelligence Based Solar Radiation Forecasting Model,” Energies, Vol.11, No.4, pp. 819, 2018. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Ping-Huan Kuo and Chiou-Jye Huang*, “An Electricity Price Forecasting Model by Hybrid Structured Deep Neural Networks,” Sustainability, Vol. 10, No. 4, pp. 1280, 2018. (SCI, Impact Factor: 2.592 @2019, JCR Rank: 105/250, Q2)
Ping-Huan Kuo and Chiou-Jye Huang*, “A High Precision Artificial Neural Networks model for Short-Term Energy Load Forecasting,” Energies, Vol. 11, No. 1, pp. 213, 2018. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Ping-Huan Kuo, Hsin-Chuan Chen and Chiou-Jye Huang*, “Solar Radiation Estimation Algorithm and Field Verification in Taiwan,” Energies, Vol. 11 No. 6, pp. 1374, 2018. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Min-Chan Hwang*, Chiou-Jye Huang, and Feifei Liu, “A Hexapod Robot with Non-Collocated Actuators,” Applied System Innovation, Vol. 1, No. 3, pp. 20, 2018.
Chiou-Jye Huang*, Kai-Hung Lu, Hsin-Chuan Chen, “Feedback Linearization Control Strategy Applied to a Mathematical HIV/AIDS Model,”WSEAS Transactions on Systems, Vol. 17, pp. 123-136, 2018.
Ting-Chia Ou, Kai-Hung Lu*, and Chiou-Jye Huang, “Improvement of Transient Stability in a Hybrid Power Multi-System Using a Designed NIDC (Novel Intelligent Damping Controller),” Energies, Vol. 10, pp. 488, 2017. (SCI, Impact Factor: 2.707 @2019, JCR Rank: 56/103, Q3)
Chiou-Jye Huang*, Chao-Yang Huang, Po-Chun Huang, and Shun-Hung Tsai, “A Technique for Accurate Energy Yields Prediction of Photovoltaic System,” International Journal of Smart Grid and Clean Energy, Vol. 3, No. 2, pp. 51-56, January 2014.
Chao-Yang Huang*, and Chiou-Jye Huang, “A Study of Photovoltaic Thermal (PV/T) Hybrid System with Computer Modeling,” International Journal of Smart Grid and Clean Energy, Vol. 3, No. 2, pp. 75-79, January 2014.
Chiou-Jye Huang*, Mao-Ting Huang, and Chung-Cheng Chen, “A Novel Power Output Model for Photovoltaic Systems,” International Journal of Smart Grid and Clean Energy, Vol. 2, No. 2, pp. 139-147, May 2013.
Ting-Li Chien, Chia-Wei Lin, Chiou-Jye Huang, and Chung-Cheng Chen*, “Dynamic positioning control of marine vehicle,” International Journal of Innovative Computing, Information and Control, Vol. 8, No. 5(A), pp. 3361-3385, May 2012. (SCI, Impact Factor:1.230, JCR Rank: 74/113, Q3)
Ting-Li Chien, Chiou-Jye Huang, Ying-Chen Chen, Chung-Cheng Chen*, and Chia-Wei Lin, “A Simple Unifying Approach of Simultaneously Determining the Thevenin Equivalent Circuit and Four Amplifier Performance Indexes,” ICIC Express Letters Part B: Applications, Vol. 2, No. 4, pp. 919-923, August 2011. (EI)
Tzuu-Hseng S. Li, Chiou-Jye Huang, and Chung-Cheng Chen*, “Almost Disturbance Decoupling Control of MIMO Nonlinear System Subject to Feedback Linearization and Feedforward Neural Network: Application to Half-Car Active Suspension System,” International Journal of Automotive Technology, Vol. 11, No. 4, pp 581-592, August 2010. (SCI, Impact Factor:1.523 @2019, JCR Rank: 20/84, Q1)
Ting-Li Chien, Chung-Cheng Chen*, and Chiou-Jye Huang, “Feedback Linearization Control and Its Application to MIMO Cancer Immunotherapy,” IEEE Trans. Control Systems Technology, Vol. 18, No. 4, pp. 953-961, July 2010. (SCI, Impact Factor: 5.371 @2019, JCR Rank: 11/232, Q1)
Tzuu-Hseng S. Li, Chiou-Jye Huang, and Chung-Cheng Chen*, “Novel Fuzzy Feedback Linearization Strategy for Control via Differential G eometry Approach,” ISA Transactions, Vol. 49, pp. 348-357, June 2010. (SCI, Impact Factor: 4.343 @2019, JCR Rank: 60/661, Q1)
Chiou-Jye Huang, Jung-Shan Lin and Chung-Cheng Chen*, “Road-Adaptive Algorithm Design of Half-Car Active Suspension System,” Expert Systems with Applications, Vol. 37, No. 6, pp. 4392-4402, June 2010. (SCI, Impact Factor: 4.292 @2019, JCR Rank: 15/189, Q1)
Chiou-Jye Huang, Tzuu-Hseng S. Li, and Chung-Cheng Chen*, “Fuzzy Feedback Linearization Control for MIMO Nonlinear System and Its Application to Full-Vehicle Suspension System,” Circuits, Systems, and Signal Processing, Vol. 28, No. 6, pp 959-991, December 2009. (SCI, Impact Factor:1.922 @2019, JCR Rank: 79/460, Q1)
Jung-Shan Lin* and Chiou-Jye Huang, “Nonlinear Backstepping Active Suspension Design Applied to a Half-Car Model,” Vehicle System Dynamics, Vol. 42, No. 6, pp.373-393, 2004. (SCI, Impact Factor:2.613 @2019, JCR Rank: 7/84, Q1)
Jung-Shan Lin* and Chiou-Jye Huang, “Nonlinear Backstepping Control Design of Half-Car Active Suspension Systems,” International Journal of Vehicle Design, Vol. 33, No. 4, pp. 332-350, 2003. (SCI, Impact Factor:1.19 @2019, JCR Rank: 28/84, Q2)
[B]研討發表會:
Chiou-Jye Huang, J. Hu, W.-C. Yang, X.-Y. Chen, W.-H. Chang, and P.-H. Kuo*, “Multisensor Gesture Recognition and Target Tracking Strategy for Human–Robot Interaction System,” in Proc. IEEE International Conference on Applied System Innovation 2022 (IEEE ICASI 2022), April 21-23, 2022.
Chiou-Jye Huang, Ping-Huan Kuo*, Kai-Hung Lu, Yamin Shen, “Real-Time Electricity Price Forecast Model Based on an Artificial Neural Network,” 6th International Conference on Applied System Innovation 2020 (IEEE ICASI 2020), Chiba, Japan, Nov. 5-9, 2020.
Chiou-Jye Huang, Yuxuan Ma, Yung-Hsiang Chen* “Solar Radiation Forecasting based on Neural Network in Guangzhou,” The 2020 International Automatic Control Conference (CACS 2020), Hsinchu, Taiwan, Nov. 4-7, 2020.
Chiou-Jye Huang, Po-Hsien Tu, Jung-Shan Lin*, “An Improved Particle Swarm Optimization based Maximum Power Point Tracking of Photovoltaic System,” in Proceedingsof 8th IEEE International Conference on Innovation, Communication and Engineering 2019 (IEEE ICICE 2019), Zhengzhou, Henan Province, China, Oct. 2019.
Chiou-Jye Huang, Hsin-Chuan Chen, Min-Chan Hwang, Ping-Huan Kuo*, “PV System Power Model Application in Smart Cities,” in Proceedings of 2nd IEEE International Conference on Knowledge Innovation and Invention 2019 (IEEE ICKII 2019) Seoul, South Korea,Jul. 2019.
Shun Yao, Wing-Lun Siu, Tzu-Ping Lai, Yu-Ren Chen, Yi-Chung Chen*, Chiou-Jye Huang, Ping-Huan Kuo “ANIMAP - A Location-Based Social Networking Services,” in Proceedings of 2019 IEEE International Conference on Applied System Innovation (IEEE-ICASI 2019), Apr. 2019.
Chiou-Jye Huang, Yi-Chung Chen, Min-Chan Hwang, and Ping-Huan Kuo*, “A Simple Solar Radiation Estimation Algorithm Design and Field Verification,” in Proceedings of 2018 International Conference on Innovation, Communication and Engineering, Nov. 2018.
Ping-Huan Kuo, Yi-Chung Chen, Yueren Zhu, Chiou-Jye Huang*, “A Portable Low-Cost Mobile Phone Solar Charger,” in Proceedings of 2018 International Conference on Innovation, Communication and Engineering, Nov. 2018.
S.-T. Lin, J. Hu, C.-H. Shih, Chiou-Jye Huang and P.-H. Kuo*, “Particle Swarm Optimization Based Motion Learning Method for Humanoid Robot,” in Proceedings of 2018 International Automatic Control Conference (CACS 2018), Nov. 2018.
Min-Chan Hwang*, Longji Xu, Chiou-Jye Huang, Feifei Liu, “Machine Learning in Design Theo Jansen Linkage,” in Proceedings of 2018 International Conference on Innovation, Communication and Engineering, Nov. 2018.
S.-T. Lin, J. Hu, C.-H. Shih, Chiou-Jye Huang and P.-H. Kuo*, “Particle Swarm Optimization Based Motion Learning Method for Humanoid Robot,” in Proceedings of 2018 International Automatic Control Conference (CACS 2018), 2018.
Min-Chan Hwang*, Ping-Huan Kuo, and Chiou-Jye Huang, “The Stereoscopic Model of a Hexapod Robot,” in Proceedings of6th International Symposium on Sensor Science and 4th SPINTECH Technology Thesis Award, Aug. 2018.
Chiou-Jye Huang, Min-Chan Hwang, Hailin Hu, and Ping-Huan Kuo*, “Feedback Linearization Control Design applied to a Mathematical AIDS Model,” in Proceedings of6th International Symposium on Sensor Science and 4th SPINTECH Technology Thesis Award, Aug. 2018.
Ssu-Ting Lin, Jun Hu, Chia-Hung Shih, Chiou-Jye Huang, and Ping-Huan Kuo*, “The Development of Supervised Motion Learning and Vision System for Humanoid Robot,” in Proceedings of URU International Conference on Science and Technology 2018 (URUICST 2018), Aug. 2018.
Ping-Huan Kuo, Hsin-Chuan Chen, and Chiou-Jye Huang*, “Solar Daily Irradiation Estimation Algorithm Development and Field Verification,” in Proceedings of 2018 IEEE International Conference on Applied System Innovation.(Best Paper Award), pp.166-167, Apr. 2018.
Min-Chan Hwang*, Chiou-Jye Huang and Feifei Liu, “The Development of a Hexapod Robot with Wireless Remote Control,” in Proceedings of 2018 IEEE International Conference on Applied System Innovation, pp.548-549, Apr. 2018.
Kai-Hung Lu*, Hsin-Chuan Chen, Chiou-Jye Huang, and Zhi-Feng Huang, “Design of IRFNN for Reconfigured UPFC to Power Flow Control and Stability Improvement,” in Proceedings of 2017 International Conference on Machine Learning and Cybernetics, pp.436-443, July, 2017.
Hsin-Chuan Chen*, Chiou-Jye Huang, and Kai-Hung Lu, “Design of a Non-Processor OBU Device for Parking System Based on Infrared Communication,” in Proceedings of 2017 IEEE International Conference on Consumer Electronics – Taiwan, pp.297-298, June, 2017.
Mao-Ting Huang*, Chiou-Jye Huang, Po-Chun Huang, and Kuo-Chang Hsu, “Performance and Reliability Analysis of Grid-connected Photovoltaic Systems in Taiwan” in Proceedings of International Photovoltaic Science and Engineering Conference (PVSEC-23,Taiwan), pp.6-P-28, Oct. 31, 2013.
Po-Chun Huang*, Chiou-Jye Huang, Mao-Ting Huang, and Kuo-Chang Hsu, “Designing and Operation Analysis of PV System Integrated with Secondary-used Li-ion Battery Set of EVs” in Proceedings of International Photovoltaic Science and Engineering Conference (PVSEC-23, Taiwan), pp.7-P-18, Oct. 31, 2013.
Chiou-Jye Huang*, Mao-Ting Huang, and Chao-Yang Huang, “A Power Model of Photovoltaic System using Genetic Algorithm,” in Proceedings of The 34th Symposium on Electrical Power Engineering, pp.837-841, 2013.
Kun-Lung Yen*, Mao-Ting Huang, Chih-Ta Tsai, Chiou-Jye Huang, and Bai, M.-S.R., “Experiences with Back-up PV System for Remote Rescue Application,” in Proceedings of 38th IEEE Photovoltaic Specialists Conference, pp.2874-2879, June 3-8, 2012.
Chiou-Jye Huang*, Bo-Xun Lai, and Mao-Ting Huang, Chih-Ta Tsai and Kun-Lung Yen,“Forecasting Output Power of Photovoltaic Array based on Evolutionary Programming Algorithm” in Proceedings of The 32th Symposium on Electrical Power Engineering, Taipei, Taiwan, Dec. 2-3, 2011.
S. L. Wu, S. H. Yang, W. J. Lin, Chiou-Jye Huang, C. C. Chen*, and C. Y. Chiu,“Novel Design of Control Strategy for Biomedical HIV/AIDS Model,” in Proceedings of The 17th National Conference on Fuzzy Theory and Its Applications, National University of Kaohsiung, Taiwan, Dec. 18-19, 2009.
S. H. Yang, Chiou-Jye Huang and C. C. Chen*, “Fuzzy Linearization to The Tracking and Disturbance Decoupling Problem of Nonlinear System,” in Proceedings of The 17th National Conference on Fuzzy Theory and Its Applications, National University of Kaohsiung, Taiwan, Dec. 18-19, 2009.
Tzuu-Hseng S. Li, Chiou-Jye Huang, and Chung-Cheng Chen*, “EP-Based Fuzzy Logic Control of Active Suspension for a Half Car Model with Preview Information,” in Proceedings of 2008 CACS International Automatic Control Conference, National Cheng Kung University, Tainan, Taiwan, Nov. 21-23, 2008.
Chiou-Jye Huang and Jung-Shan Lin*, “Nonlinear Active Suspension Control Design Applied to a Half-Car Model,” in Proceedings of the 2004 IEEE International Conference on Networking, Sensing and Control, Taipei, Taiwan, March 2004, pp.719-724.
Chiou-Jye Huang and Jung-Shan Lin*, “Nonlinear Active Suspension Design for Half-Car Models,” in Proceedings of the 2002 International Conference on Control and Automation, Xiamen, P. R. China, June 2002, pp. 1436-1440.
Chiou-Jye Huang and Jung-Shan Lin*, “Nonlinear Control Design of Half-Car Active Suspensions,” in Proceedings of the 2002 Chinese Automatic Control Conference, Tainan, Taiwan, March 2002, pp. 643-648.