223 citations · 384 across the 11 of their papers we have counts for
11 papers
A real-time distributed post-disaster restoration planning strategy for distribution networks
Jianfeng Fu, Alfredo Nunez, Bart De Schutter
After disasters, distribution networks have to be restored by repair, reconfiguration, and power dispatch. During the restoration process, changes can occur in real time that devia…
Scenario-based Nonlinear Model Predictive Control for Building Heating Systems
Tomas Pippia, Jesus Lago, Roel De Coninck +1
State-of-the-art Model Predictive Control (MPC) applications for building heating adopt either a deterministic controller together with a nonlinear model or a linearized model with…
Distributed Bayesian: a continuous Distributed Constraint Optimization Problem solver
Jeroen Fransman, Joris Sijs, Henry Dol +2
In this work, the novel Distributed Bayesian (D-Bay) algorithm is presented for solving multi-agent problems within the continuous Distributed Constraint Optimization Problem (DCOP…
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…