Keywords: Model Predictive Control; Moving Horizon Estimation; State estimation; JModelica; Modelica
Proceedings of the 10th International Modelica Conference; March 10-12; 2014; Lund; Sweden
[1] R. De Coninck, F. Magnusson, J. Åkesson, L. Helsen, Grey-box Building Models for Model Order Reduction and Control, accepted for oral presentation at 10th International Modelica Conference, Lund, Sweden, 2014.
[2] J. Andersson, J. ° Akesson, F. Casella, and M. Diehl, “Integration of CasADi and JModelica. org,” in 8th International Modelica Conference, Dresden, Germany 2011.
[3] E. Haseltine, J. Rawlings, Critical Evaluation of Extended Kalman Filtering and Moving-Horizon Estimation, Industrial & Engineering Chemistry Research 2005 44 (8), pp. 2451-2460, 2005.
[4] R. De Coninck, R. Baetens, D. Saelens, A. Woyte, L. Helsen, a Rule-based demandside management of domestic hot water production with heat pumps in zero energy neighbourhoods, Journal of Building Performance Simulation, 2013.
[5] Niels Rode Kristensen, Henrik Madsen, Sten Bay Jørgensen, Parameter estimation in stochastic grey-box models, Automatica, Volume 40, Issue 2, pp. 225-237, February 2004.
[6] R. De Coninck, L. Helsen, A tool chain for model based predictive control of buildings based on grey-box models, Intelligent Building Operations location:Boulder, Colorado, USA, 2013.
[7] C. Verelst, Model Predictive Control of Ground Coupled Heat Pump Systems in Office Buildings, Leuven, Belgium, Ph.D. dissertation, Department of Mechanical Engineering, 2012, p 73.