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 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
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Dive into the research topics where Gaoqi Liang 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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Coordinated power smoothing control for wind storage integrated system with physics-informed deep reinforcement learning
Wang, S., Zhao, H., Cao, Y., Pan, Z., Liu, G., Liang, G. & Zhao, J., Jun 2026, In: Electric Power Systems Research. 255, 112707.Research output: Contribution to journal › Article › peer-review
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Physics-aware learning for detecting robust universal perturbation attacks in wind power forecasting
Wang, L., Qian, Z., Ruan, J., Wei, L. & Liang, G., 15 Apr 2026, In: Engineering Applications of Artificial Intelligence. 170, 114200.Research output: Contribution to journal › Article › peer-review
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Rethinking theory and practice for emerging vulnerabilities in urban energy systems
Ruan, J., Liang, G., Zang, T., Qiu, J., Xu, Z., Wen, F. & Dong, Z. Y., 5 Jan 2026, In: Innovation. 7, 1, 101049.Research output: Contribution to journal › Short survey › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Secure and trustworthy energy systems: A four-layer threat model and defense-in-depth framework
Cheng, Y., Zhou, X., Zhao, H., Liang, G., Wen, F. & Zhao, J., 1 Feb 2026, In: Energy. 344, 140027.Research output: Contribution to journal › Article › peer-review
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An Interval Predicting-Based Early Warning System for Supply-Demand Imbalance in Power Systems with High Renewable Penetration
Zhu, X., Yan, Z., Liang, C., Zhou, X., Liang, G., Wu, H. & Zhao, J., 2025, 2025 4th International Conference on Power Systems and Electrical Technology, PSET 2025. Institute of Electrical and Electronics Engineers Inc., p. 913-918 6 p. (2025 4th International Conference on Power Systems and Electrical Technology, PSET 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review