Non-linear grey-box modelling for heat dynamics of buildings CA Thilker, P Bacher, HG Bergsteinsson, RG Junker, D Cali, H Madsen Energy and Buildings 252, 111457, 2021 | 37 | 2021 |
Advanced forecasting and disturbance modelling for model predictive control of smart energy systems CA Thilker, H Madsen, JB Jørgensen Applied Energy 292, 116889, 2021 | 36 | 2021 |
Identification of non-linear autoregressive models with exogenous inputs for room air temperature modelling CA Thilker, P Bacher, D Cali, H Madsen Energy and AI 9, 100165, 2022 | 7 | 2022 |
Non-linear Model Predictive Control for Smart Heating of Buildings CA Thilker, HG Bergsteinsson, P Bacher, H Madsen, D Calì, RG Junker E3S Web of Conferences 246, 09005, 2021 | 7 | 2021 |
Model predictive control based on stochastic grey-box models CA Thilker, RG Junker, P Bacher, JB Jørgensen, H Madsen Towards Energy Smart Homes: Algorithms, Technologies, and Applications, 329-380, 2012 | 6 | 2012 |
Learnings from experiments with MPC for heating of older school building CA Thilker, P Bacher, H Madsen E3S Web of Conferences 362, 12004, 2022 | 3 | 2022 |
Probabilistic forecasting-based stochastic nonlinear model predictive control for power systems with intermittent renewables and energy storage KT Hoang, CA Thilker, BR Knudsen, L Imsland IEEE Transactions on Power Systems, 2023 | 2 | 2023 |
Modeling, scientific computing and optimal control for renewable energy systems with storage N Cantisani, TKS Ritschel, CA Thilker, H Madsen, JB Jørgensen 2023 European Control Conference (ECC), 1-7, 2023 | 2 | 2023 |
Linear quadratic Gaussian control with advanced continuous-time disturbance models for building thermal regulation CA Thilker, JB Jørgensen, H Madsen Applied Energy 327, 120086, 2022 | 2 | 2022 |
Human in the Loop: Perceived-based control as the key to enhance buildings’ performance D Cali, CA Thilker, SA Specht, JP Real, H Madsen, BW Olesen Building Simulation 2021 Conference, 2022 | 2 | 2022 |
Data-driven methods for efficient operation of district heating systems HG Bergsteinsson, JK Møller, CA Thilker, D Guericke, A Heller, ... Handbook of Low Temperature District Heating, 129-163, 2022 | 1 | 2022 |
Bringing Order to Disorder: A method for stabilising a chaotic system around an arbitrary unstable periodic orbit CA Thilker, MP Sørensen Physica D: Nonlinear Phenomena 455, 133905, 2023 | | 2023 |
Data-Driven Smart Buildings: State-of-the-Art Review J Candanedo, D Blum, Z Chen, G Fierro, V Gori, H Johra, H Madsen, ... CSIRO, 2023 | | 2023 |
Digital twin simulation of a Danish school building J Cui, K Filonenko, A Gallottini, C Thilker, R Li, P Bacher 18th IBPSA Conference on Building Simulation, 2901-2908, 2023 | | 2023 |
Stochastic Disturbance Models A Next Generation of Model-Based Control CA Thilker Technical University of Denmark, 2023 | | 2023 |
climify. org: Online solution for easy monitoring & control of the indoor environment D Cali, ML Østrup, SA Specht, CA Thilker, HG Bergsteinsson, H Madsen, ... | | 2021 |
Smart Control with Embedded Weather Forecasting CA Thilker, H Madsen, JB Jørgensen | | 2021 |
A Hierarchical Framework for Minimising Emissions in Hybrid Gas-Renewable Energy Systems Under Forecast Uncertainty KT Hoang, CA Thilker, BR Knudsen, LS Imsland Available at SSRN 4784074, 0 | | |
Bringing Order to Disorder: A Method for Stabilising a Chaotic System Around Anarbitrary Unstable Periodic Orbit MP Sørensen, CA Thilker Available at SSRN 4525751, 0 | | |
Energy and AI CA Thilker, P Bacher, D Cali, H Madsen | | |