52 citations
- Northeast Electric Power UniversityCN4 papers
- China Power Engineering Consulting Group (China)CN1 paper
- China Southern Power Grid (China)CN1 paper
- Electric Power Research InstituteUS1 paper
- Hohai UniversityCN1 paper
- Hong Kong University of Science and TechnologyHK1 paper
- Jilin Agricultural Science and Technology UniversityCN1 paper
- Shanghai Electric (China)CN1 paper
- University of LiverpoolGB1 paper
4 papers
Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation
Zhaoyang Qu, Zhenming Zhang, Nan Qu +5
Extracting typical operational scenarios is essential for making flexible decisions in the dispatch of a new power system. This study proposed a novel deep time series aggregation…
Localization of Dummy Data Injection Attacks in Power Systems Considering Incomplete Topological Information: A Spatio-Temporal Graph Wavelet Convolutional Neural Network Approach
Zhaoyang Qu, Yunchang Dong, Yang Li +8
The emergence of novel the dummy data injection attack (DDIA) poses a severe threat to the secure and stable operation of power systems. These attacks are particularly perilous due…
Active and Passive Hybrid Detection Method for Power CPS False Data Injection Attacks with Improved AKF and GRU-CNN
Zhaoyang Qu, Xiaoyong Bo, Tong Yu +5
Influenced by deep penetration of the new generation of information technology, power systems have gradually evolved into highly coupled cyber-physical systems (CPS). Among many po…
Dynamic Exploitation Gaussian Bare-Bones Bat Algorithm for Optimal Reactive Power Dispatch to Improve the Safety and Stability of Power System
Zhaoyang Qu, Yunchang Dong, Sylvère Mugemanyi +6
In this paper, a novel Gaussian bare-bones bat algorithm (GBBBA) and its modified version named as dynamic exploitation Gaussian bare-bones bat algorithm (DeGBBBA) are proposed for…