1 citations · 1 across the 6 of their papers we have counts for
6 papers
Physics-Informed Neural Network Models for EMT Simulators
Ignasi Ventura Nadal, Nicolae Darii, Petros Aristidou +4
This is the first paper, to the best of our knowledge, to propose a framework that integrates Physics-Informed Neural Network (PINN) models in Electromagnetic Transient (EMT) simul…
Nonlinear Stability Boundary Assessment of Multi-Converter Systems Based On Reverse Time Trajectory
Sujay Ghosh, Mohammad Kazem Bakhshizadeh, Guangya Yang +1
As the integration of wind power accelerates, wind power plants (WPPs) are expected to play a crucial role in ensuring stability in future power grids. This paper examines the nonl…
Nonlinear Stability Boundary Assessment Of Wind Power Plants Based on Reverse-Time Trajectory
Sujay Ghosh, Mohammad Kazem Bakhshizadeh, Guangya Yang +1
This letter determines the nonlinear stability boundary of a wind power plant (WPP) connected to an AC power grid via a long HVAC cable. The analysis focuses on the slow Phase-Lock…
An Extended Nonlinear Stability Assessment Methodology For Type-4 Wind Turbines via Time Reversal Trajectory
Sujay Ghosh, Mohammad Kazem Bakhshizadeh, Guangya Yang +1
As the integration of renewable energy generation increases and as conventional generation is phased out, there is a gradual decline in the grid's strength and resilience at the co…
Transient Stability Analysis of Grid-Connected Converters Based on Reverse-Time Trajectory
Mohammad Kazem Bakhshizadeh, Sujay Ghosh, Guangya Yang +1
As the proportion of converter-interfaced renewable energy resources in the power system is increasing, the strength of the power grid at the connection point of wind turbine gener…
Physics Informed Neural Networks for Phase Locked Loop Transient Stability Assessment
Rahul Nellikkath, Andreas Venzke, Mohammad Kazem Bakhshizadeh +2
A significant increase in renewable energy production is necessary to achieve the UN's net-zero emission targets for 2050. Using power-electronic controllers, such as Phase Locked…