Emerging trends and approaches for designing net-zero low-carbon integrated energy networks: A review of current practices
The incorporation of net-zero technology into preexisting energy networks is crucial for
facilitating the shift toward an ecologically conscious and sustainable energy infrastructure …
facilitating the shift toward an ecologically conscious and sustainable energy infrastructure …
A Markov reward process-based framework for resilience analysis of multistate energy systems under the threat of extreme events
Energy systems are increasingly exposed to the threats of extreme events like floods,
earthquakes and hurricanes. In practice, the behaviors of the systems affected by these …
earthquakes and hurricanes. In practice, the behaviors of the systems affected by these …
Cascading Failure in Cyber–Physical Systems: A Review on Failure Modeling and Vulnerability Analysis
Cascading failures pose a significant security threat to networked systems, with recent
global incidents underscoring their destructive potential. The security threat of cascading …
global incidents underscoring their destructive potential. The security threat of cascading …
Searching for critical power system cascading failures with graph convolutional network
Power system cascading failures become more time variant and complex because of the
increasing network interconnection and higher renewable energy penetration. High …
increasing network interconnection and higher renewable energy penetration. High …
Effects of high level of penetration of renewable energy sources on cascading failure of modern power systems
In this paper, we incorporate the dynamical process of frequency control in modeling
cascading failure and assessing the robustness of power systems with a high level of …
cascading failure and assessing the robustness of power systems with a high level of …
Sparse oblique decision tree for power system security rules extraction and embedding
Increasing the penetration of variable generation has a substantial effect on the operational
reliability of power systems. The higher level of uncertainty that stems from this variability …
reliability of power systems. The higher level of uncertainty that stems from this variability …
Cascading failure analysis based on a physics-informed graph neural network
Power flow calculation in quasi-steady states is the basis of cascading failure analysis.
However, in recent years, data-driven analysis methods that are based on sufficient data …
However, in recent years, data-driven analysis methods that are based on sufficient data …
Real-time cascading failure risk evaluation with high penetration of renewable energy based on a graph convolutional network
When renewable energy penetration increases and the power network becomes more
complex, vulnerability and security concerns typically also become more prevalent. A proper …
complex, vulnerability and security concerns typically also become more prevalent. A proper …
Coordination control method to block cascading failure of a renewable generation power system under line dynamic security
J Ouyang, J Yu, X Long, Y Diao, J Wang - Protection and Control of …, 2023 - Springer
The large application of renewable energy generation (REG) has increased the risk of
cascading failures in the power system. At the same time REG also provides the possibility …
cascading failures in the power system. At the same time REG also provides the possibility …
基于图深度学习的薄弱支路辨识与溯因分析
古思丽， 乔骥， 张东霞， 张松涛， 李宗翰… - 中国电机工程 …, 2022 - epjournal.csee.org.cn
电力系统多样化的运行方式对薄弱支路辨识的速度与拓扑泛化性提出更高要求.
结合图深度学习及解释方法对薄弱支路进行辨识与溯因分析. 采用基于初始残差和单位映射的图 …
结合图深度学习及解释方法对薄弱支路进行辨识与溯因分析. 采用基于初始残差和单位映射的图 …