YU Hanxin (俞含欣)
Research Output
- 2025
- Published
Simplicity in dynamic and competitive electricity markets: A case study on enhanced linear models versus complex deep-learning models for day-ahead electricity price forecasting
Mao, X., Chen, S., Yu, H., Duan, L., He, Y. & Chu, Y., 1 Apr 2025, In: Applied Energy. 383, 125201.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Identifying the vintage of French wine using stable isotopes, elemental fingerprints, and a data-driven but explainable approach
Yu, H., Chu, Y., Bian, X., Chen, S., Jin, B., Rogers, K. M. & Xu, D. & 2 others, , 1 Feb 2025, In: Food Chemistry. 464, Part 3, 141907.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 2024
- Published
Self-attention mechanism to enhance the generalizability of data-driven time-series prediction: A case study of intra-hour power forecasting of urban distributed photovoltaic systems
Yu, H., Chen, S., Chu, Y., Li, M., Ding, Y., Cui, R. & Zhao, X., 15 Nov 2024, In: Applied Energy. 374, 124007.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Can end-to-end data-driven models outperform traditional semi-physical models in separating 1-min irradiance?
Chu, Y., Yang, D., Yu, H., Zhao, X. & Li, M., 15 Feb 2024, In: Applied Energy. 356, 122434.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6