TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Bürger, Adrian A1 - Bull, Daniel A1 - Sawant, Parantapa Amarsinh A1 - Bohlayer, Markus A1 - Klotz, Andreas A1 - Beschütz, Daniel A1 - Altmann-Dieses, Angelika A1 - Braun, Marco A1 - Diehl, Moritz T1 - Experimental operation of a solar-driven climate system with thermal energy storages using mixed-integer nonlinear model predictive control JF - Optimal Control Applications and Methods N2 - This work presents the results of experimental operation of a solar-driven climate system using mixed-integer nonlinear model predictive control (MPC). The system is installed in a university building and consists of two solar thermal collector fields, an adsorption cooling machine with different operation modes, a stratified hot water storage with multiple inlets and outlets as well as a cold water storage. The system and the applied modeling approach is described and a parallelized algorithm for mixed-integer nonlinear MPC and a corresponding implementation for the system are presented. Finally, we show and discuss the results of experimental operation of the system and highlight the advantages of the mixed-integer nonlinear MPC application. Y1 - 2021 UN - https://nbn-resolving.org/urn:nbn:de:bsz:ofb1-opus4-48953 SN - 0143-2087 (Print) SS - 0143-2087 (Print) SN - 1099-1514 (Online) SS - 1099-1514 (Online) U6 - https://doi.org/10.1002/oca.2728 DO - https://doi.org/10.1002/oca.2728 VL - 42 IS - 5 SP - 1293 EP - 1319 PB - Wiley ER -