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Zhirui Tian

The Chinese University of Hong Kong

12H-index
33Paper Count
602Citation Count
Published Papers 18
Publication Date
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Enhancing long-sequence photovoltaic power forecasting accuracy through multi-modal learning: Integrating satellite cloud images and time–frequency domain fusion
errAdvanced Engineering Informatics
IF9.9
err2026-03-30
err0
PREAI
errZhirui Tian; Chenye Wu
errShare
errSave
End-to-end mid-term load forecasting framework based on multi-channel technique and time-frequency domain fusion
errApplied Soft Computing
IF6.6
err2025-10-08
err0
PREAI
errWenyu Gao; Zhirui Tian
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errSave
Unlocking few-shot wind speed prediction through a novel end-to-end transfer learning paradigm based on decomposition and gating information fusion
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-27
err0
PREAI
errXiaoyue Dong; Zhirui Tian
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errSave
WDLformer: A novel mid-term load forecasting network considering weather score and distribution shift based on multi-encoders frequency fusion approach
errInformation Fusion
IF15.5
err2025-09-02
err0
PREAI
errZhirui Tian; Zhaochen Dong; Shuang Lv
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errSave
Advancing local deployment of renewable energy prediction models through knowledge distillation with time–frequency domain fusion
errAdvanced Engineering Informatics
IF9.9
err2025-07-04
err0
PREAI
errZhirui Tian; Mei Gai
errShare
errSave
ISI Net: A novel paradigm integrating interpretability and intelligent selection in ensemble learning for accurate wind power forecasting
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2025-05-01
err1
PREAI
errLiang, Bingjie; Tian, Zhirui
errShare
errSave
Enhancing PV power forecasting accuracy through nonlinear weather correction based on multi-task learning
errAPPLIED ENERGY
IF11
err2025-05-01
err1
PREAI
errTian, Zhirui; Chen, Yujie; Wang, Guangyu
errShare
errSave
A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-02-01
err0
PREAI
errYang, Qing; Tian, Zhirui
errShare
errSave
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach
errAPPLIED INTELLIGENCE
IF3.5
err2025-01-04
err0
PREAI
errLi, Zeyu; Tian, Zhirui
errShare
errSave
Solving few-shot problem in wind speed prediction: A novel transfer strategy based on decomposition and learning ensemble
errAPPLIED ENERGY
IF11
err2025-01-01
err0
PREAI
errSun, Yang; Tian, Zhirui
errShare
errSave
A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism
errAPPLIED SOFT COMPUTING
IF6.6
err2024-09-01
err0
PREAI
errDong, Zhaochen; Tian, Zhirui; Lv, Shuang
errShare
errSave
Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err18
PREAI
errTian, Zhirui; Gai, Mei
errShare
errSave
CNNs-Transformer based day-ahead probabilistic load forecasting for weekends with limited data availability
errENERGY
IF9.4
err2024-04-01
err14
PREAI
errTian, Zhirui; Liu, Weican; Jiang, Wenqian; Wu, Chenye
errShare
errSave
A wind speed prediction system based on new data preprocessing strategy and improved multi-objective optimizer
errRENEWABLE ENERGY
IF9.1
err2023-10-01
err9
PREAI
errTian, Zhirui; Wang, Jiyang
errShare
errSave
A novel hybrid wind speed prediction framework based on multi-strategy improved optimizer and new data pre-processing system with feedback mechanism
errENERGY
IF9.4
err2023-10-01
err8
PREAI
errTian, Zhirui; Gai, Mei
errShare
errSave
New PM2.5 forecasting system based on combined neural network and an improved multi-objective optimization algorithm: Taking the economic belt surrounding the Bohai Sea as an example
errJOURNAL OF CLEANER PRODUCTION
IF10
err2022-11-01
err15
PREAI
errTian, Zhirui; Gai, Mei
errShare
errSave
Variable frequency wind speed trend prediction system based on combined neural network and improved multi-objective optimization algorithm
errENERGY
IF9.4
err2022-09-01
err26
PREAI
errTian, Zhirui; Wang, Jiyang
errShare
errSave
A novel ensemble model based on artificial intelligence and mixed-frequency techniques for wind speed forecasting
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2022-01-01
err52
PREAI
errYang, Wendong; Tian, Zhirui; Hao, Yan
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
X
X. Dong
H-index: 107 · Papers: 1.1K
C
Chenye Wu
H-index: 37 · Papers: 306
W
Wendong Yang
H-index: 31 · Papers: 61
杨
杨青 (Qing Yang)
H-index: 30 · Papers: 179
郝艳 cover
郝艳 (Hao Yan)
H-index: 29 · Papers: 101
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