Increased integration of renewable energy sources brings new challenges to the secure and stable power system operation. Operational emanating from reduced inertia, in particular, will have important repercussions on transient stability assessment (TSA). At same time, a rise “big data” system, development wide area monitoring systems, introduces paradigms for dealing with these challenges. Tran...

We propose a neural Lyapunov approach to assessing transient stability in power electronic-interfaced microgrid interconnections. The problem of assessment is cast as one learning network-structured function the state space. Based on learned, security region estimated for monitoring interconnected microgrids real-time operation. efficacy tested and validated grid-connected three-microgrid inter...

Data-driven methods using synchrophasor measurements have a broad application prospect in Transient Stability Assessment (TSA). Most previous studies only focused on predicting whether the power system is stable or not after disturbance, which lacked quantitative analysis of risk transient stability. Therefore, this paper proposes two-stage TSA method based snapshot ensemble long short-term mem...

The use of wind energy is increased due to the high demand for sustainable energy. penetration in electrical networks might have several effects on load flow and power system stability. In this research, transient stability IEEE 9-Bus integrated with Doubly Fed Induction Generator (DFIG) analyzed. Additionally, different levels a farm are considered. With 5% energy, maximum angle synchronous ge...