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Z

Zhirui Tian

The Chinese University of Hong Kong

12H指数
33论文数
602被引数
收录论文 18
发表时间
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Enhancing long-sequence photovoltaic power forecasting accuracy through multi-modal learning: Integrating satellite cloud images and time–frequency domain fusion通过多模态学习提升长序列光伏功率预测精度：整合卫星云图与时频域融合
errAdvanced Engineering Informatics
IF9.9
err2026-03-30
err0
PREAI
errZhirui Tian; Chenye Wu
err分享
err收藏
End-to-end mid-term load forecasting framework based on multi-channel technique and time-frequency domain fusion基于多通道技术和时频域融合的端到端中期负荷预测框架
errApplied Soft Computing
IF6.6
err2025-10-08
err0
PREAI
errWenyu Gao; Zhirui Tian
err分享
err收藏
Unlocking few-shot wind speed prediction through a novel end-to-end transfer learning paradigm based on decomposition and gating information fusion通过一种基于分解和门控信息融合的新型端到端迁移学习范式，解锁少样本风速预测
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-27
err0
PREAI
errXiaoyue Dong; Zhirui Tian
err分享
err收藏
WDLformer: A novel mid-term load forecasting network considering weather score and distribution shift based on multi-encoders frequency fusion approachWDLformer：一种基于多编码器频率融合方法，考虑天气得分和分布偏移的中期负荷预测网络
errInformation Fusion
IF15.5
err2025-09-02
err0
PREAI
errZhirui Tian; Zhaochen Dong; Shuang Lv
err分享
err收藏
Advancing local deployment of renewable energy prediction models through knowledge distillation with time–frequency domain fusion通过时频域融合的知识蒸馏技术推进可再生能源预测模型的地方部署
errAdvanced Engineering Informatics
IF9.9
err2025-07-04
err0
PREAI
errZhirui Tian; Mei Gai
err分享
err收藏
ISI Net: A novel paradigm integrating interpretability and intelligent selection in ensemble learning for accurate wind power forecastingISI Net：一种在集成学习中整合可解释性与智能选择的新型范式，以实现精确的风能预测
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2025-05-01
err1
PREAI
errLiang, Bingjie; Tian, Zhirui
err分享
err收藏
Enhancing PV power forecasting accuracy through nonlinear weather correction based on multi-task learning通过基于多任务学习的非线性天气校正提升光伏发电预测精度
errAPPLIED ENERGY
IF11
err2025-05-01
err1
PREAI
errTian, Zhirui; Chen, Yujie; Wang, Guangyu
err分享
err收藏
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
err分享
err收藏
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach利用深度学习和加权集成方法提高实时和日前负荷预测精度
errAPPLIED INTELLIGENCE
IF3.5
err2025-01-04
err0
PREAI
errLi, Zeyu; Tian, Zhirui
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization足球队训练算法: 一种新的全局优化的运动启发元启发式优化算法
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-07-01
err18
PREAI
errTian, Zhirui; Gai, Mei
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏

研究方向

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合作学者
合作期刊
X
X. Dong
H 指数: 107 · 论文数: 1.1K
C
Chenye Wu
H 指数: 37 · 论文数: 306
W
Wendong Yang
H 指数: 31 · 论文数: 61
杨
杨青 (Qing Yang)
H 指数: 30 · 论文数: 179
郝艳 封面图
郝艳 (Hao Yan)
H 指数: 29 · 论文数: 101
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