Real-Time Machine Learning-based fault Detection, Classification, and locating in large scale solar Energy-Based Systems: Digital twin simulation

•A safe framework for the optimum scheduling of renewable hybrid AC-DC MGs is proposed.•A digital twin model is developed to model the complexities of the renewable energy sources.•To ensure system security, an intrusion detection system according to a sequential assumption test is presented.