李俊耀Chun-Yao Lee教授Professor

Chun-Yao Lee(李俊耀) Truong-An Le, Yu-Chu Chiang, and Chung-Hao Huang, A Feature Selection Approach Based on Genetic Algorithm Combined with Expanded Search Scope Applied to Bearing Fault Diagnosis Model, IET Electric Power Applications, Aug. 2025. (SCI期刊)

Chun-Yao Lee(李俊耀) Truong-An Le, Cheng-Yeh Hsieh, and Chung-Hao Huang, Hybrid Genetic and Binary State Transition Algorithm with Memory Functions for Machine Learning Applications In Diagnosing Bearing Faults, IET Electric Power Applications, Aug. 2025. (SCI期刊)

Chun-Yao Lee(李俊耀) Truong-An Le, Xu-Heng Hsueh, and Chung-Hao Huang, A Feature Selection Approach Based on Hybrid Binary Particle Swarm and Whale Optimization for Bearing Fault Diagnosis, IET Electric Power Applications, July 2025. (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, Barycenter-based optimal transport neighborhood learning network for multi-source cross-machine bearing fault diagnosis, IEEE Transactions on Instrumentation & Measurement, Vol. 74, pp. 1-12, May 2025 (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, Optimal Transport Deep Clustering Network for Universal-Set Transfer Bearing Fault Diagnosis, IEEE Transactions on Instrumentation & Measurement, Nov. 2024 (SCI期刊)

Chun-Yao Lee(李俊耀) and Edu Daryl C. Maceren, Physics-Informed Anomaly and Fault Detection for Wind Energy Systems using Deep CNN and Adaptive Elite PSO-XGBoost, IET Generation Transmission & Distribution, Setp. 2024.

Chun-Yao Lee(李俊耀) and Edu Daryl C. Maceren, Physics-Informed Anomaly and Fault Detection for Wind Energy Systems using Deep CNN and Adaptive Elite PSO-XGBoost, IET Generation Transmission & Distribution, Setp. 2024.

Chun-Yao Lee(李俊耀) Truong-An Le, Wei-Lun Chien, and Shih-Che Hsu, Application of Symmetric Uncertainty and Emperor Penguin- Gray Wolf Optimization for Feature Selection in Motor Fault Classification, IET Electric Power Applications, July. 2024. (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo. Universal Domain Adaptation for Machinery Fault Diagnosis Based on Multi-scale Dual Attention Network and Entropy-Based Clustering, IET Science, Measurement & Technology, May 2024. (SCI期刊）

Chun-Yao Lee(李俊耀), Truong-An Le Yung-Chi Chen, and Shih-Che Hsu, Application of Salp Swarm algorithm and extended repository feature selection method in bearing fault diagnosis, Mathematics, Vol. 12, No. 11, pp. 1-17, May 2024 (SCI期刊）

Chun-Yao Lee(李俊耀) and Edu Daryl C. Maceren, Induction Motor Bearing Fault Classification Using Deep Neural Network with PSO-XGBoost, IET Electric Power Applications, Vol. 18, No. 3, pp. 265-377, March 2024. (SCI期刊）.

Chun-Yao Lee(李俊耀) and Edu Daryl C. Maceren, Wind Energy System Fault Classification and Detection Using Deep CNN and PSO-XGBoost, IET Energy Systems Integration, Feb. 2024.（通訊作者）

Chun-Yao Lee(李俊耀) Truong-An Le and, Chun-Lin Hung, A Feature Selection Approach Based on Memory Space Computation Genetic Algorithm Applied in Bearing Fault Diagnosis Model, IEEE Access, Vol.11, pp. 51282– 51295, May 2023 (SCI期刊）.

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, Identifying Bearing Faults Using Multiscale Residual Attention and Multichannel Neural Network, IEEE Access, Vol.10, pp. 26953– 26963, March 2023 (SCI期刊).

Chun-Yao Lee(李俊耀), Truong-An Le and Tsung-Yao Chang, Application of Hybrid Model Between the Technique by Similarity to Ideal Solution and Feature Extractions for Bearing Defect Classification, Mathematics, Vol. 11, No. 6, pp. 1-21, March 2023 (SCI期刊).

Chun-Yao Lee(李俊耀) and Maickel Tuegeh, Optimal Generator Scheduling Considering Limit of Generator Operation Through Generator Capability Curve, Electric Power Components and Systems, Vol. 50, No. 3, pp. 120-132, Nov. 2022 (SCI期刊)

Chun-Yao Lee(李俊耀), Nando Purba and Guang-Lin Zhuo, Defects Classification of Hydro Generators in Indonesia by Phase-Resolved Partial Discharge, Mathematics, Vol. 10, No. 19, pp. 1-28, Oct. 2022 (SCI期刊).

Chun-Yao Lee(李俊耀), Kuan-Yu Huang, Chun-Chi Chen, Guang-Lin Zhuo and Maickel Tuegeh, Electricity Management Policy Applying Data Science and Machine Learning Techniques to Improve Electricity Costs, Symmetry, Vol. 14, No. 10, pp. 1-16, Oct. 2022 (SCI期刊)

Chun-Yao Lee(李俊耀), Guang-Lin Zhuo and Truong-An Le, A Robust Deep Neural Network for Rolling Element Fault Diagnosis Under Various Operating and Noisy Conditions, Sensors, Vol. 22, No. 13, pp. 1-18, June 2022 (SCI期刊)

Chun-Yao Lee(李俊耀) Meng-Syun Wen, Guang-Lin Zhuo and Truong-An Le, Application of ANN in Induction Motor Fault Detection System Established with MRA and CFFS, Mathematics, Vol. 10, No. 13, pp. 1-17, June 2022 (SCI期刊)

Chun-Yao Lee(李俊耀), Chen-Hsu Hung, and Truong-An Le, Intelligent Fault Diagnosis for BLDC with Incorporating Accuracy and False Negative Rate in Feature Selection Optimization, IEEE Access, Vol.10, pp. 69939 - 69949, June 2022 (SCI期刊)

Chun-Yao Lee(李俊耀), Truong-An Le, and Yu-Ting Lin, A Feature Selection Approach Hybrid Grey Wolf and Heap-Based Optimizer Applied in Bearing Fault Diagnosis, IEEE Access, Vol.10, pp. 56691-56705, May 2022 (SCI期刊)

Chun-Yao Lee(李俊耀), Yun-Jhan Hsieh and Truong-An Le, Induction Motor Fault Classification Based on Combined Genetic Algorithm with Symmetrical Uncertainty Method for Feature Selection Task, Mathematics, Vol. 10, No. 230, pp. 1-23, Jan. 2022 (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, Localization of Rolling Element Faults Using Improved Binary Particle Swarm Optimization Algorithm for Feature Selection Task, Mathematics, Vol. 9, No. 18, pp. 1-22, Sept. 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Truong-An Le, An Enhanced Binary Particle Swarm Optimization for Optimal Feature Selection in Bearing Fault Diagnosis of Electrical Machines, IEEE Access, Vol. 9, pp. 102671-102686, July 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Chen-Hsu Hung, Feature Ranking and Differential Evolution for Feature Selection in BLDC Fault Diagnosis, Symmetry, Vol. 13, No. 7, pp. 1-15, July. 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, A Hybrid Whale Optimization Algorithm for Global Optimization, Mathematics, Vol. 9, No. 13, pp. 1-19, June. 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Truong-An Le, Identifying Faults of Rolling Element Based on Persistence Spectrum and Convolutional Neural Network with ResNet Structure, IEEE Access, Vol. 9, pp. 78241-78252, June. 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Wen-Cheng Lin, Induction Motor Fault Classification Based on ROC Curve and t-SNE, IEEE Access, Vol. 9, pp. 56330-56343, April. 2021. (SCI期刊)

Chun-Yao Lee(李俊耀) and Guang-Lin Zhuo, Effective Rotor Fault Diagnosis Model Using Multilayer Signal Analysis and Hybrid Genetic Binary Chicken Swarm Optimization, Symmetry, Vol. 13, No. 3, pp. 1-19, March. 2021(SCI期刊)

Chun-Yao Lee(李俊耀) and Hong-Yi Ou, Induction Motor Multiclass Fault Diagnosis Based on Mean Impact Value and PSO-BPNN, Symmetry, Vol. 13, No. 1, pp. 1-17, Jan. 2021(SCI）

Chun-Yao Lee(李俊耀) and Maickel Tuegeh, Virtual Visualization of Generator Operation Condition Through Generator Capability Curve, Energies, Vol. 14, No. 185, pp. 1-21, Jan. 2021 (SCI期刊)

Chun-Yao Lee(李俊耀) and Truong-An Le, Optimized Approach of Feature Selection Based on Genetic and Binary State Transition Algorithm in the Classification of Bearing Fault in BLDC Motor, IET Electric Power Applications, Vol. 14, No. 13, pp. 2598 - 2608, Dec. 2020. (SCI期刊)

Chun-Yao Lee(李俊耀) and Truong-An Le, Intelligence Bearing Fault Diagnosis Model Using Multiple Feature Extraction and Binary Particle Swarm Optimization with Extended Memory, IEEE Access, Vol. 8, pp. 198343-198356, Nov. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Yi-Hsin Cheng, Motor Faults Detection Using Wavelet Transform and Improved PSO-BP Neural Network, Processes, Vol. 8, No.10, pp. 1-16, Oct. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Kuan-Yu Huang, Yi-Xing Shen, Yao-Chen Lee, Improved Weighted k-Nearest Neighbor Based on PSO for Wind Power System State Recognition, Energies, Vol. 13, No. 20, pp. 1-15, Oct. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) Kuan-Yu Huang, Lai-Yu Jen and Guang-Lin Zhuo, Diagnose of Defective Rotor Bars in Induction Motors, Symmetry, Vol. 12, No. 11, pp. 1-24, Oct. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Meng-Syun Wen, Establish Induction Motor Fault Diagnosis System Based on Feature Selection Approaches with MRA, Processes, Vol. 8, No.9, pp. 1-19, Aug. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Chang-En Wu, Short-Term Electricity Price Forecasting Based on Similar Day-Based Neural Network, Energies, Vol. 13, No.17, pp. 1-15, Aug. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Wen-Cheng Lin, Induction Motor Fault Classification Based on FCBF-PSO Feature Selection Method, Applied Sciences, Vol. 10, No.15, pp. 1-21, Aug. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Maickel Tuegeh, An Optimal Solution for Smooth and Non-smooth Cost Functions-based Economic Dispatch Problem, Energies, Vol. 13, No. 14, pp. 1-16, July 2020 (SCI期刊)

Chun-Yao Lee(李俊耀) and Maickel Tuegeh, Optimal Optimisation-based Microgrid Scheduling Considering Impacts of Unexpected Forecast Errors Due to the Uncertainty of Renewable Generation and Loads Fluctuation, IET Renewable Power Generation, Vol. 14, No. 2, pp.321-331, Feb. 2020 (SCI期刊)

Chun-Yao Lee(李俊耀), Kuan-Yu Huang, Yu-Hua Hsieh and Po-Hung Chen, Optimal Intrinsic Mode Function Based Detection of Motor Bearing Damages, Applied Sciences, Vol. 9, No. 13, July, 2019. (SCI期刊)

Chao-Rong Chen, Mu-Cheng Chen, Chih-Ju Chou, Chun-Yao Lee(李俊耀) and Chun-Chi Chen, “Promoting the Surge Immunity Techniques of An Uninterruptible Hydro Plant Power System under the Surge Environment of High Exposure,” International Journal of Electrical Power and Energy Systems, Vol. 82, pp. 274–280, Nov. 2016 (SCI期刊)

Shan-Jen Cheng, Jui-Jung Liu, Chang-Hung Hsu, Chun-Yao Lee(李俊耀), Chao-Ming Fu, and Chia-Wen Chang, “Correlation of Magnetostriction Variation on Magnetic Loss and Noise for Power Transformer,” Journal of Applied Physics, Vol. 117, No. 11, May 2015 (SCI期刊)

Chih-Ju Chou, Chun-Yao Lee(李俊耀)*, Chun-Chi Chen, “Survey of Reservoir Grounding System Defects Considering the Performance of Lightning Protection and Improved Design Based on Soil Drilling Data and Particle Swarm Optimization Technique,” IEEJ Transactions on Electrical and Electronic Engineering, Vol. 9, No. 6, pp. 605–613, Nov. 2014 (SCI期刊)

Chang-Hung Hsu, Chun-Yao Lee(李俊耀)*, Shan-Jen Cheng, Chao-Ming Fu, Chia-Wen Chang, “Effects of Magnetostriction and Magnetic Reluctances on Magnetic Properties of Distribution Transformers,” Journal of Applied Physics, Vol. 115, No. 17, May 2014 (SCI期刊)

Chang-Hung Hsu, Shan-Jen Cheng, Chun-Yao Lee(李俊耀)*, Chao-Ming Fu, Chia-Wen Chang, “Fe-based Composited Cores for Single-Phase Transformers Fabricated with High Induction Amorphous,” Journal of Applied Physics, Vol. 115, No. 17, May 2014 (SCI期刊)

Chih-Ju Chou, Chun-Yao Lee(李俊耀)*, Chun-Chi Chen, Chao-Rong Chen, Mu-Cheng Chen, “Optimal Planning of Soft Starter for Large Drain Motor Based on Simulated Annealing Method,” IEEJ Transactions on Electrical and Electronic Engineering, Vol. 9, No. 2, pp. 136-143, March 2014 (SCI期刊)

Chun-Yao Lee(李俊耀), Chih-Ju Chou*, Chun-Chi Chen, Ryan Liu, I-Hsiang Tseng and Yi-Xing Shen, “Lubrication Leakage Alarm of Wind Power Gearbox Based on K-nearest Neighbor and Back Propagation Neural Network,” Information Technology Journal, Vol. 12, No. 15, pp. 3152-3157, Dec. 2013 (EI期刊)

Chun-Yao Lee(李俊耀)*, Cheng-Chien Kuo, Ryan Liu, I-Hsiang Tseng, Lu-Chen Chang, “Detection of Gearbox Lubrication Using PSO-Based WKNN,” Measurement Science Review, Vol. 13, No. 3, pp. 108-114, June 2013 (SCI期刊)

Chang-Hung Hsu*, Chun-Yao Lee(李俊耀), Yeong-Hwa Chang, Faa-Jeng Lin, Chao-Ming Fu, Jau-Grace Lin, “Effect of Magnetostriction on the Core Loss, Noise, and Vibration of Fluxgate Sensor Composed of Amorphous Materials,” IEEE Transactions on Magnetics, Vol. 49, No. 7, pp. 3862-3865, July. 2013 (SCI期刊).

Chun-Yao Lee(李俊耀)* and Yu-Hua Hsieh, “Bearing Damage Detection of BLDC Motors Based on Current Envelope Analysis,” Measurement Science Review, Vol. 12, No. 6, pp. 290-295, Nov. 2012 (SCI期刊)

Chih-Ju Chou*, Chun-Yao Lee(李俊耀), and Chun-Chi Chen, “Evaluation of Switching Surge Risks on the Low-Voltage Auxiliary System of Frequent Start-Stop Plant,” IEEE Transactions on Power Delivery, Vol. 27, No. 4, pp. 2054-2062, Oct. 2012 (SCI期刊).

Chun-Yao Lee(李俊耀)* and Yi-Xing Shen, “Feature Analysis of Power Quality Disturbance in Smart Grid Using S- transform and TT-transform,” International Review of Electrical Engineering, Vol. 7, No. 2, pp. 4208-4220, April 2012 (SCI期刊).

Chang-Hung Hsu*, Yeong-Hwa Chang, Chun-Yao Lee(李俊耀), Chia-Shiang Yao, Yan-Lou He, Huei-Lung Chu, Chia-Wen Chang, Wei-Shou Chan, “Effects of magnetomechanical vibrations and bending stresses on three-phase three-leg transformers with amorphous cores,” Journal of Applied Physics, Vol.111, No. 7, 2012 (SCI期刊).

Chun-Yao Lee(李俊耀)* and I-Hsiang Tsen, “Oil Level Prediction of Wind Power Gearbox Based on Current Analysis,” Sensor Letters, Vol. 10, No. 5-6, pp. 1094-1098, May 2012 (SCI期刊)

Chun-Yao Lee(李俊耀)*, Yu-Hua Hsieh, Hung-Chi Lin and Yi-Xing Shen, “Faults Diagnosis System of DC Motors Based on Empirical Mode Decomposition Model,” Advanced Science Letters, Vol. 13, No 1, pp. 279-284(6), June 2012 ,

Chun-Yao Lee(李俊耀)* and Yi-Xing Shen, “Optimal Feature Selection for Power Quality Disturbances Classification,” IEEE Transactions on Power Delivery, Vol. 26, No. 4, pp. 2342-2351, Oct. 2011 (SCI期刊)

Chun-Yao Lee(李俊耀)* and Po-Hung Chen, “Lightning Recognition by Transmission Line Currents of Power System,” Energy Education Science and Technology Part A: Energy Science and Research, Vol. 28 No. 1, pp.227-238, Oct. 2011. (SCI期刊)

Chun-Yao Lee(李俊耀)*, Po-Hung Chen and Yi-Xing Shen, “Maximum Power Point Tracking (MPPT) System of Small Wind Power Generator Using RBFNN Approach,” Expert Systems with Applications, Vol. 38 No. 10, pp.12058-12065, Sept. 2011. (SCI期刊)

Cheng-Chien Kuo*, Chun-Yao Lee(李俊耀) and Yu-Chen Sheim, “Unit Commitment with Energy Dispatch Using a Computationally Efficient Encoding Structure,” Energy Conversion and Management, Vol. 52, No. 3, pp.1575-1582, March 2011. (SCI期刊).

Chun-Yao Lee(李俊耀), Hong-Chan Chang* and Chen-Ching Liu, “Emergency Dispatch Strategy Considering Remaining Lives of Transformers,” IEEE Transactions on Power Systems, Vol.22, No.4 pp.2066-2073, Nov. 2007. (SCI期刊)