Data-driven State of Risk Prediction and Mitigation in Support of the Net-zero Carbon Electric Grid

no code implementations • 7 Jul 2022 • Mladen Kezunovic, Rashid Baembitov, Mohammad Khoshjahan

Our paper introduces a risk-based, data-driven approach focused on predicting the State of Risk (SoR) of the utility grid outages.

Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast

no code implementations • 17 Jun 2022 • Mohammad Alqudah, Tatjana Dokic, Mladen Kezunovic, Zoran Obradovic

A novel method for real-time solar generation forecast using weather data, while exploiting both spatial and temporal structural dependencies is proposed.