Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Dan Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A novel majority-oriented over-sampling technique and its application in imbalanced anomaly detection of aero-engines
Liu, D., Gao, H., Lin, L., Fu, S., Zhao, M. & Zhong, S., Oct 2026, In: Reliability Engineering and System Safety. 274, 112377.Research output: Contribution to journal › Article › peer-review
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Domain knowledge-enhanced dual-stream graph joint learning network for aeroengine remaining useful life prediction
Liu, Y., Fu, S., Lin, L., Liu, D., Zhao, M. & Lu, Y., Oct 2026, In: Reliability Engineering and System Safety. 274, 112396.Research output: Contribution to journal › Article › peer-review
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Building energy consumption prediction based on spatiotemporal enhanced LSTM
Liu, Y., Fu, S., Lin, L., Liu, D., Wang, Y. & Zhao, M., 2025, In: Journal of Physics: Conference Series. 3159, 1, 012032.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Deep hierarchical sorting networks for fault diagnosis of aero-engines
Wu, J., Lin, L., Liu, D., Fu, S., Suo, S. & Zhang, S., Feb 2025, In: Computers in Industry. 165, 104229.Research output: Contribution to journal › Article › peer-review
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Deep reinforcement learning for optimization of spiral shaft design in shield machine
Lin, L., Yue, L., Fu, S., Liu, D., Lv, Y., Liu, Y., Zhang, S. & Suo, S., 22 Oct 2025, In: Engineering Applications of Artificial Intelligence. 158, 111469.Research output: Contribution to journal › Article › peer-review