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季

季天瑶 (Tianyao Ji)

south china university of technology

32H-index
275Paper Count
3.2KCitation Count
Published Papers 55
Publication Date
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High-efficiency stochastic optimization for Unit Commitment with personalized demand response and wind power uncertainty
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-07-01
err0
PREAI
errDeng, B.; Lei, Y. X.; Li, M. S.; Ji, T. Y.; Wu, Q. H.
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errSave
Implementing demand response in day-ahead economic dispatch using stochastic segmentation
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2025-02-01
err0
PREAI
errMa, Yuhan; Li, Mengshi; Shen, Jiacheng; Ji, Tianyao
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errSave
Diffusion-based inpainting approach for multifunctional short-term load forecasting
errAPPLIED ENERGY
IF11
err2025-01-01
err0
PREAI
errZhang, Luliang; Jiang, Zongxi; Ji, Tianyao; Chen, Ziming
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errSave
Low frequency residential load monitoring via feature fusion and deep learning
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2025-01-01
err0
PREAI
errJi, Tianyao; Chen, Jiawei; Zhang, Luliang; Lai, Hongfeng; Wang, Jian; Wu, Qinghua
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errSave
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
errAPPLIED ENERGY
IF11
err2025-01-01
err0
PREAI
errTang, Zihan; Ji, Tianyao; Kang, Jiaxi; Huang, Yunlin; Tang, Wenhu
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errSave
Advancing GIS Operational Monitoring: A Novel Voiceprint Recognition Method Using Grassmann Manifold and Multi-Kernel Functions
errIEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
err2024-10-01
err1
PREAI
errJi, Tianyao; Liu, Zigang; Zhuang, Xiaoliang; Li, Qiankun; Zhang, Luliang; Wu, Q. H.
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errSave
Hierarchical deep reinforcement learning for self-adaptive economic dispatch
errHELIYON
IF3.6
err2024-07-01
err0
errOAAI
errLi, Mengshi; Yang, Dongyan; Xu, Yuhan; Ji, Tianyao
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errSave
Conditional-TimeGAN for Realistic and High-Quality Appliance Trajectories Generation and Data Augmentation in Nonintrusive Load Monitoring
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err2
PREAI
errLiu, Z. G.; Ji, T. Y.; Chen, J. W.; Zhang, L. J.; Zhang, L. L.; Wu, Q. H.
errShare
errSave
Low-carbon operation constrained Two-stage Stochastic Energy and Reserve Scheduling: A Worst-case Conditional Value-at-Risk approach
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2023-12-01
err3
PREAI
errShen, Jiacheng; Li, Mengshi; Lin, Zhenjia; Ji, Tianyao; Wu, Qinghua
errShare
errSave
NSDAR: A neural network-based model for similar day screening and electric load forecasting
errAPPLIED ENERGY
IF11
err2023-11-01
err4
PREAI
errJiang, Zongxi; Zhang, Luliang; Ji, Tianyao
errShare
errSave
An improved morphological transform filter for fundamental frequency phasor measurement of power system
errMEASUREMENT
IF5.6
err2023-08-01
err2
PREAI
errMo, C.; Ji, T. Y.; Mei, G.; Zhang, L. L.; Wu, Q. H.
errShare
errSave
Scenarios-Oriented Distributionally Robust Optimization for Energy and Reserve Scheduling
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2023-05-01
err17
PREAI
errLin, Zhenjia; Wu, Qiuwei; Chen, Haoyong; Ji, Tianyao; Xu, Yinliang; Sun, Hongbin
errShare
errSave
Two-stage diagnosis framework for heating pipeline system using improved group search optimizer
errENERGY AND BUILDINGS
IF7.1
err2023-02-01
err2
PREAI
errXi, Shengyu; Xu, Yuhan; Li, Mengshi; Ji, Tianyao; Wu, Qinghua
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errSave
Low frequency oscillation modal identification based on blind source separation considering uncertainty of modal parameters
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2023-01-01
err3
PREAI
errJi, T. Y.; Zheng, X.; Lin, W. B.; Zhang, L. L.
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errSave
Ultra-short-term wind speed and wind power forecast via selective Hankelization and low-rank tensor learning-based predictor
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-09-01
err11
PREAI
errJi, Tianyao; Jiang, Yuzi; Li, Mengshi; Wu, Qinghua
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errSave
Traveling wave velocity independent fault location scheme with adaptive mathematical filters for distribution network
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-08-01
err11
PREAI
errLuo, Xiaojie; Zhang, Luliang; Shan, Haiting; Ji, Tianyao
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errSave
Duty Cycle-Based Differential Protection Scheme for Power Transformers
errIEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
err2022-06-01
err7
PREAI
errJi, T. Y.; Mo, C.; Zhang, L. L.; Wu, Q. H.
errShare
errSave
Short-term wind power forecast based on chaotic analysis and multivariate phase space reconstruction
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2022-02-01
err39
PREAI
errJi, Tianyao; Wang, Jin; Li, Mengshi; Wu, Qinghua
errShare
errSave
Equivalent statistics based inrush identification method for differential protection of power transformer
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-02-01
err10
PREAI
errMo, C.; Ji, T. Y.; Zhang, L. L.; Wu, Q. H.
errShare
errSave
A data-adaptive robust unit commitment model considering high penetration of wind power generation and its enhanced uncertainty set*
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2021-07-01
err21
errOAAI
errLin, Zhenjia; Chen, Haoyong; Wu, Qiuwei; Huang, Jianping; Li, Mengshi; Ji, Tianyao
errShare
errSave

Research Directions

信号与信息处理、电力市场高维数学形态学沃尔什变换电力系统信号异常识别形态学小波故障信号特征提取分数阶信号处理风电场电气设备故障诊断可再生能源发电预测主动配电网在线建模公共机构终端用电设备波形识别新能源随机功率注入电力系统经济调度电能质量分析断路器状态监测故障诊断深度学习非平稳时间序列预测风速下行风险分析输变电设备状态评估多能互补新型能源系统智能能源网核心技术异构能源系统综合管理出版专著和教材教学活动电路与电子技术（全英）C++程序设计基础电力经济与管理我的团队广东省引进创新团队“智能能源网及其自动化”团队
Co-authors
Cooperation Journals
吴
吴秋伟 (Qiuwei Wu)
H-index: 77 · Papers: 747
J
Jian Wang
H-index: 76 · Papers: 1.3K
孙
孙宏斌 (Hongbin Sun)
H-index: 76 · Papers: 905
L
Lin Jiang
H-index: 70 · Papers: 395
Q
Qinghua Wu
H-index: 66 · Papers: 758
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