Browsing Institutt for energi og prosessteknikk by Author "Imsland, Lars Struen"
Now showing items 1-3 of 3
-
Adaptive Linear Grey-Box Models for Model Predictive Controller of Residential Buildings
Yu, Xingji; Georges, Laurent; Imsland, Lars Struen (Peer reviewed; Journal article, 2022)Model predictive control (MPC) is an advanced optimal control technique to minimize a control objective while satisfying a set of constraints and is well suited to activate the building energy flexibility. The MPC controller ... -
Data pre-processing and optimization techniques for stochastic and deterministic low-order grey-box models of residential buildings
Yu, Xingji; Georges, Laurent; Imsland, Lars Struen (Journal article; Peer reviewed, 2021)Grey-box models are data-driven models where the structure is defined by the physics while the parameters are calibrated using data. Low-order grey-box models of the building envelope are typically used for two main ... -
Investigation of the Model Structure for Low-Order Grey-Box Modelling of Residential Buildings
Yu, Xingji; Georges, Laurent; Knudsen, Michael; Sartori, Igor; Imsland, Lars Struen (Chapter, 2019)Model Predictive Control (MPC) is a key technology to activate the building energy flexibility. A reliable control-based model should be developed for each specific building. The structure of grey-box models is usually ...