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  • 45 Similar Profiles
Decision trees Engineering & Materials Science
Phasor measurement units Engineering & Materials Science
Wind power Engineering & Materials Science
Electric potential Engineering & Materials Science
Electric power system measurement Engineering & Materials Science
Multi agent systems Engineering & Materials Science
Renewable energy resources Engineering & Materials Science
Simulators Engineering & Materials Science

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Research Output 2011 2019

  • 14 Article in proceeding
  • 7 Journal article
  • 1 Ph.D. thesis
  • 1 Conference abstract in proceeding

Adaptive protection combined with machine learning for microgrids

Lin, H., Sun, K., Tan, Z. H., Liu, C., Guerrero, J. M. & Vasquez, J. C., Mar 2019, In : IET Generation, Transmission and Distribution. 13, 6, p. 770-779 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Learning systems
Adaptive algorithms
Support vector machines
Data mining
2 Downloads (Pure)

A Novel Equivalent Model of Active Distribution Networks Based on LSTM

Zheng, C., Wang, S., Liu, Y., Liu, C., Xie, W., Fang, C. & Liu, S., Jan 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Electric power distribution
Recurrent neural networks
Long short-term memory
Energy storage
Differential equations
1 Citation (Scopus)
47 Downloads (Pure)

An Accurate Online Dynamic Security Assessment Scheme Based on Random Forest

Liu, L., Tang, F. & Bak, C. L., Jul 2018, In : Energies. 11, 7, p. 1-17 17 p., 1914.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
Renewable energy resources
Random Forest
Outlier Identification
Power System
Renewable Energy
3 Citations (Scopus)

Probabilistic power flow analysis using multidimensional holomorphic embedding and generalized cumulants

Liu, C., Sun, K., Wang, B. & Ju, W., Nov 2018, In : IEEE Transactions on Power Systems. 33, 6, p. 7132-7142 11 p., 8378262.

Research output: Contribution to journalJournal articleResearchpeer-review

Probability distributions
Energy resources
Electric potential
75 Citations (Scopus)

A systematic approach for dynamic security assessment and the corresponding preventive control scheme based on decision trees

Liu, C., Sun, K., Rather, Z. H., Chen, Z., Bak, C. L., Thoegersen, P. & Lund, P., 2014, PES General Meeting | Conference & Exposition, 2014 IEEE . IEEE, p. 1 1 p.

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review