About Me

Hi, I am a Ph.D. candidate at the School of Mechatronics Engineering, Harbin Institute of Technology (HIT). I am fortunate to be supervised by Prof. Lin Lin and Prof. Song Fu at HIT.

📖 Educations

2025.03 – Present, Ph.D. in the School of Mechatronics Engineering, Harbin Institute of Technology, China (successive postgraduate and doctoral programs of study)
2022.09 – 2025.03, M.S. in the School of Mechanical Engineering, Harbin Institute of Technology, China (successive postgraduate and doctoral programs of study)
2018.09 – 2022.07, B.Eng. in the School of Mechanical Engineering, Harbin Engineering University, China

🤖 Research Interests

Prognostics and Health Management: RUL prediction, fault diagnosis, stress field reconstruction
Knowledge Graph: graphrag, knowledge embedding, knowledge representation

🏆 Honors and Awards

2024.11: Awarded China National Scholarship.
2024.09: Awarded HIT Special Scholarship.

📝 Publications

_{$^{\star}$ denotes corresponding author}

[1] Shiwei SUO, Song Fu$^{\star}$, Lin Lin$^{\star}$, et al., DRLSTM‑DA: A Novel Aeroengine Remaining Useful Life Prediction Method Based on Deep Optimization of Multiple Sensors Information, Measurement Science and Technology, 2024, 35(9): 095112.(IF: 3.4, JCR Q1)
[2] Shiwei SUO, Yue WANG$^{\star}$, Lin LIN, et al. A novel aeroengine remaining useful life prediction method considering degradation starting point. Journal of Advanced Manufacturing Science and Technology, 2025, 5(1): 2025002.
[3] Lin Lin, Shiwei SUO, Song Fu$^{\star}$, et al. GIRMSF-global information reconstruction and multi-scale feature sharpening framework for knowledge graph embedding. Expert Systems with Applications, 2025: 128923.(IF: 7.5, JCR Q1)

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