223 citations · 317 across the 7 of their papers we have counts for
4 papers · 1 filter
Short-term forecasting of solar irradiance without local telemetry: a generalized model using satellite data
Jesus Lago, Karel De Brabandere, Fjo De Ridder +1
Due to the increasing integration of solar power into the electrical grid, forecasting short-term solar irradiance has become key for many applications, e.g.~operational planning,…
Integrated Intelligent and Predictive Control: A Multi-Agent Adaptive Type-2 Fuzzy Control Architecture
Anahita Jamshidnejad, Emilio Frazzoli, Mohammad J. Mahjoob +1
We propose a novel two-layer multi-agent architecture aimed at efficient real-time control of large-scale and complex-dynamics systems. The proposed architecture integrates intelli…
Stochastic Optimal Power Flow in Distribution Grids under Uncertainty from State Estimation
Miguel Picallo, Adolfo Anta, Bart De Schutter
The increasing amount of controllable generation and consumption in distribution grids poses a severe challenge in keeping voltage values within admissible ranges. Existing approac…
Integrated Offline and Online Optimization-Based Control in a Base-Parallel Architecture
Anahita Jamshidnejad, Gabriel Gomes, Alexandre M. Bayen +1
We propose an integrated control architecture to address the gap that currently exists for efficient real-time implementation of MPC-based control approaches for highly nonlinear s…