Zhirui Tian

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
End-to-end mid-term load forecasting framework based on multi-channel technique and time-frequency domain fusion.
Appl. Soft Comput.
Wenyu Gao, Zhirui Tian
2026 J jnl
Enhancing long-sequence photovoltaic power forecasting accuracy through multi-modal learning: Integrating satellite cloud images and time-frequency domain fusion.
Adv. Eng. Informatics
Zhirui Tian, Chenye Wu
2026 J jnl
WDLformer: A novel mid-term load forecasting network considering weather score and distribution shift based on multi-encoders frequency fusion approach.
Inf. Fusion
Zhirui Tian, Zhaochen Dong, Shuang Lv
2025 J jnl
A crude oil price forecasting framework based on Constraint Guarantee and Pareto Fronts Shrinking Strategy.
Appl. Soft Comput.
Yujie Chen, Zhirui Tian
2025 J jnl
A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability.
Expert Syst. Appl.
Qing Yang, Zhirui Tian
2025 J jnl
Advancing local deployment of renewable energy prediction models through knowledge distillation with time-frequency domain fusion.
Adv. Eng. Informatics
Zhirui Tian, Mei Gai
2025 J jnl
Enhancing accuracy in point-interval load forecasting: A new strategy based on data augmentation, customized deep learning, and weighted linear error correction.
Expert Syst. Appl.
Weican Liu, Zhirui Tian, Yuyan Qiu
2025 J jnl
Enhancing real-time and day-ahead load forecasting accuracy with deep learning and weighed ensemble approach.
Appl. Intell.
Zeyu Li, Zhirui Tian
2025 — conf
Spatio-Temporal Data Recovery in Continuous Streaming of Synchro-waveforms: Combining Matrix Completion with Deep Learning.
SmartGridComm
Sirui He, Zhirui Tian, Chenye Wu, Hamed Mohsenian Rad
2025 J jnl
Unlocking few-shot wind speed prediction through a novel end-to-end transfer learning paradigm based on decomposition and gating information fusion.
Eng. Appl. Artif. Intell.
Xiaoyue Dong, Zhirui Tian
2024 J jnl
A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism.
Appl. Soft Comput.
Zhaochen Dong, Zhirui Tian, Shuang Lv
2024 J jnl
Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization.
Expert Syst. Appl.
Zhirui Tian, Mei Gai