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ORCIDTianyao Ji
Person information
- affiliation: South China University of Technology, School of Electric Power Engineering, Guangzhou, China
- affiliation (PhD 2009): University of Liverpool, Department of Electrical Engineering and Electronics, UK
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2020 – today
- 2024
[j16]Zigang Liu
, Tianyao Ji, Jiawei Chen, L. J. Zhang, Luliang Zhang, Qinghua Wu:
Conditional-TimeGAN for Realistic and High-Quality Appliance Trajectories Generation and Data Augmentation in Nonintrusive Load Monitoring. IEEE Trans. Instrum. Meas. 73: 1-15 (2024)- [i1]Zihan Tang, Tianyao Ji, Wenhu Tang:
Learning Global and Local Features of Power Load Series Through Transformer and 2D-CNN: An Image-based Multi-step Forecasting Approach Incorporating Phase Space Reconstruction. CoRR abs/2407.11553 (2024) - 2023
- [c18]Zhanhua Pan, Zhaoxia Jing, Tianyao Ji, Yuhui Song:
A Multi-agent Simulation Model Considering the Bounded Rationality of Market Participants: An Example of GENCOs Participation in the Electricity Spot Market. MABS 2023: 129-145 - 2020
- [j15]Mengshi Li, Weimin Deng, Kaishun Xiahou, Tianyao Ji, Qing-Hua Wu:
A Data-Driven Method for Fault Detection and Isolation of the Integrated Energy-Based District Heating System. IEEE Access 8: 23787-23801 (2020) - [c17]Yantai Lin, Xiaowei Song, Tianyao Ji, Mengshi Li:
Feature Extraction of Fourier Infrared Signals from Pyrolysis Products based on ZCA and PSO. CEC 2020: 1-7 - [c16]Wanyu Ye, Yuefeng Guo, Tianyao Ji, Mengshi Li:
Estimating Low Frequency Oscillation using Bacterial Swarm Algorithm with Local Probability Likelihood Approach. CEC 2020: 1-7 - [c15]Songbo Chen, Wenhu Tang, Tianyao Ji, Huiling Zhu, Ye Ouyang, Wenbo Wang:
Detection of Safety Helmet Wearing Based on Improved Faster R-CNN. IJCNN 2020: 1-7 - [c14]Yaoquan Yu, Yuefeng Guo, Zhiyuan Zhang, Mengshi Li, Tianyao Ji, Wenhu Tang, Qinghua Wu:
Intelligent Classification and Automatic Annotation of Violations based on Neural Network Language Model. IJCNN 2020: 1-7
2010 – 2019
- 2019
- [j14]Tianyao Ji, L. Liu, T. S. Wang, W. B. Lin, Mengshi Li, Q. H. Wu:
Non-Intrusive Load Monitoring Using Additive Factorial Approximate Maximum a Posteriori Based on Iterative Fuzzy c-Means. IEEE Trans. Smart Grid 10(6): 6667-6677 (2019) - 2018
- [j13]Qinhao Li, Yongjun Zhang, Tianyao Ji, Xiaoming Lin, Zexiang Cai:
Volt/Var Control for Power Grids With Connections of Large-Scale Wind Farms: A Review. IEEE Access 6: 26675-26692 (2018) - [j12]Qinhao Li, Yongjun Zhang, Tianyao Ji, Zehuai Liu, Canbing Li, Zexiang Cai, Ping Yang:
Robust Optimal Reactive Power Dispatch With Feedback and Correction Against Uncertainty of Transmission Line Parameters. IEEE Access 6: 39452-39465 (2018) - [j11]Zehuai Liu, Jiahao Yang, Yongjun Zhang, Tianyao Ji, Junhuang Zhou, Zexiang Cai:
Multi-Objective Coordinated Planning of Active-Reactive Power Resources for Decentralized Droop-Controlled Islanded Microgrids Based on Probabilistic Load Flow. IEEE Access 6: 40267-40280 (2018) - 2017
- [j10]Tianyao Ji, Mengjie Shi, Mengshi Li, Lu-liang Zhang, Qinghua Wu:
Current Transformer Saturation Detection Using Morphological Gradient and Morphological Decomposition and Its Hardware Implementation. IEEE Trans. Ind. Electron. 64(6): 4721-4729 (2017) - 2016
- [j9]Jiajia Chen, Q. H. Wu, Tianyao Ji, P. Z. Wu, Mengshi Li:
Evolutionary predator and prey strategy for global optimization. Inf. Sci. 327: 217-232 (2016) - [j8]Jiajia Chen, Tianyao Ji, Peter Wu, Mengshi Li:
A variant of group search optimizer for global optimization. J. Comput. Methods Sci. Eng. 16(2): 219-230 (2016) - [j7]Yin Zhang, Tianyao Ji, Mengshi Li, Q. H. Wu:
Identification of Power Disturbances Using Generalized Morphological Open-Closing and Close-Opening Undecimated Wavelet. IEEE Trans. Ind. Electron. 63(4): 2330-2339 (2016) - [c13]Z. M. Chen, Mengshi Li, Tianyao Ji, Q. H. Wu:
Detection and classification of power quality disturbances in time domain using probabilistic neural network. IJCNN 2016: 1277-1282 - 2015
- [c12]Mengshi Li, Tianyao Ji, Q. H. Wu, P. Z. Wu:
Stochastic economic dispatch with solar farm integrated by Bacterial Swarm Algorithm. CEC 2015: 3383-3388 - [c11]Y. K. Wang, Mengshi Li, Tianyao Ji, Q. H. Wu:
A directional protection scheme based on non-periodic current for transmission lines. ISGT Asia 2015: 1-5 - [c10]Yin Zhang, Tianyao Ji, Mengshi Li, Qinghua Wu:
Power disturbance identification based on transient behaviors using morphological max-lifting scheme and nonlinear principal component analysis. ISGT Asia 2015: 1-5 - [c9]Yin Zhang, Tianyao Ji, Mengshi Li, Q. Henry Wu:
Application of discrete wavelet transform for identification of induction motor stator inter-turn short circuit. ISGT Asia 2015: 1-5 - 2014
- [c8]Mengshi Li, Tianyao Ji, Peter Wu, Shan He, Qing-Hua Wu:
Protein folding estimation using Paired-Bacteria Optimizer. IEEE Congress on Evolutionary Computation 2014: 2027-2032 - 2013
- [j6]Tianyao Ji, Q. H. Wu:
Broadband noise suppression and feature identification of ECG waveforms using mathematical morphology and embedding theorem. Comput. Methods Programs Biomed. 112(3): 466-480 (2013) - [c7]Mengshi Li, Tianyao Ji, Q. H. Wu:
Discrete paired-bacteria optimizer for solving traveling salesman problem. CIPLS 2013: 86-91 - [c6]Lu-liang Zhang, Tianyao Ji, Mengshi Li, Q. H. Wu, Lin Jiang, Jun-peng Zhan:
Disturbance identification based on mathematical morphology and radial coordinate visualization. ISGT Europe 2013: 1-5 - 2010
- [j5]Mengshi Li, Tianyao Ji, W. J. Tang, Q. H. Wu, Jon R. Saunders:
Bacterial foraging algorithm with varying population. Biosyst. 100(3): 185-197 (2010) - [j4]Qing-Hua Wu, Tianyao Ji, Mengshi Li, Zhen Lu:
Distributed optimal power flow using bacterial swarming algorithm. Int. J. Model. Identif. Control. 9(4): 409-416 (2010) - [c5]J. Buse, D. Y. Shi, Tianyao Ji, Q. H. Wu:
Decaying DC offset removal operator using mathematical morphology for phasor measurement. ISGT Europe 2010: 1-6
2000 – 2009
- 2009
- [j3]Tianyao Ji, Q. Henry Wu:
Disturbance detection using an improved hit-or-miss transform. Int. J. Model. Identif. Control. 8(1): 61-67 (2009) - 2008
- [j2]Tianyao Ji, Z. Lu, Q. H. Wu:
Detection of power disturbances using morphological gradient wavelet. Signal Process. 88(2): 255-267 (2008) - [c4]Tianyao Ji, Mengshi Li, Zhen Lu, Qing-Hua Wu:
Optimal morphological filter design using a bacterial swarming algorithm. IEEE Congress on Evolutionary Computation 2008: 452-458 - [c3]Q. H. Wu, Z. Lu, Mengshi Li, Tianyao Ji:
Optimal placement of FACTS devices by a Group Search Optimizer with Multiple Producer. IEEE Congress on Evolutionary Computation 2008: 1033-1039 - [c2]Mengshi Li, Tianyao Ji, Z. Lu, H. Wu:
Optimal harmonic estimation Using Dynamic Bacterial Swarming Algorithm. IEEE Congress on Evolutionary Computation 2008: 1302-1308 - 2007
- [j1]Tianyao Ji, Z. Lu, Q. H. Wu:
Optimal soft morphological filter for periodic noise removal using a particle swarm optimiser with passive congregation. Signal Process. 87(11): 2799-2809 (2007) - [c1]Tianyao Ji, Z. Lu, Q. H. Wu:
A Particle Swarm Optimizer Applied to Soft Morphological Filters for Periodic Noise Reduction. EvoWorkshops 2007: 367-374
Coauthor Index
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