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What is ANN-Based Monitoring for Smart Grids about?

This paper presents an innovative artificial neural network (ANN)-based monitoring scheme for distribution grids with high levels of distributed generation, addressing limitations of traditional methods. The proposed approach accurately estimates voltage magnitudes and line loadings while requiring fewer measurements, demonstrating superior accuracy and resilience through extensive simulations. This method sets a new standard for efficient and reliable grid monitoring in modern power systems.

Author

Siddhant Agarwal

Language

EN