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Collaborations from the last five years
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Projects
- 1 Finished
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Intelligent Multi-microgrids Energy Management Based on Multi-agent Deep Reinforcement Learning
Liu, K. (PI) & Chen, Z. (Supervisor)
01/06/2021 → 31/05/2024
Project: PhD Project
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Electricity Theft Detection Using Dynamic Graph Construction and Graph Attention Network
Liao, W., Zhu, R., Yang, Z., Liu, K., Zhang, B., Zhu, S. & Feng, B., 1 Apr 2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 5074-5086 13 p., 10323252.Research output: Contribution to journal › Journal article › Research › peer-review
8 Citations (Scopus) -
Energy Management Strategy for Smart Homes Based on Deep Reinforcement Learning
Liu, K., Wang, Y. & Chen, Z., 2024, (Accepted/In press) 13th International Conference on Renewable Energy Research and Applications.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
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Electricity Theft Detection Using Euclidean and Graph Convolutional Neural Networks
Liao, W., Yang, Z., Liu, K., Zhang, B., Chen, X. & Song, R., Jul 2023, In: I E E E Transactions on Power Systems. 38, 4, p. 3514-3527 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
27 Citations (Scopus) -
Ultra-Short-Term Interval Prediction of Wind Power Based on Graph Neural Network and Improved Bootstrap Technique
Liao, W., Wang, S., Bak-Jensen, B., Pillai, J. R., Yang, Z. & Liu, K., 1 Jul 2023, In: Journal of Modern Power Systems and Clean Energy. 11, 4, p. 1100-1114 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile34 Citations (Scopus)35 Downloads (Pure) -
Power Quality Disturbances Classification Using A TCN-CNN Model
Yang, Z., Liao, W., Liu, K., Chen, X. & Zhu, R., 2022, 2022 7th Asia Conference on Power and Electrical Engineering (ACPEE). Lie, T.-T. & Liu, Y. (eds.). IEEE (Institute of Electrical and Electronics Engineers), p. 2145-2149 5 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
2 Citations (Scopus)