Title :
Design of a fuzzy controller for the active chilled beam system
Author :
Can Chen ; Wenjian Cai ; Youyi Wang ; Zhitao Liu
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper presents a fuzzy controller for the Active Chilled Beam (ACB) system, which is capable of maintaining the predetermined indoor relative humidity and temperature under time-varying thermal loads. Following the divide-and-conquer strategy, the complex nonlinearities are mitigated by a set of linear Takagi-Sugeno´s (T-S) fuzzy approximations. Accordingly, the Linear Quadratic Regulator (LQR) is utilized. The thermal loads upon the system and the unknown state are estimated via an observer and then a disturbance rejection component is appended to the LQR. The relative humidity and the temperature are respectively controlled by varying the primary air volume flow rate and the chilled water inlet temperature. Simulations are performed based on a simulated single zone thermal system and an experimentally verified ACB terminal unit. The utility of the proposed control strategy is demonstrated.
Keywords :
HVAC; approximation theory; control nonlinearities; divide and conquer methods; fuzzy control; humidity control; linear quadratic control; linear systems; observers; time-varying systems; ACB system; ACB terminal unit; LQR; T-S fuzzy approximation; active chilled beam system; chilled water inlet temperature; complex nonlinearity; disturbance rejection component; divide-and-conquer strategy; fuzzy controller design; linear Takagi-Sugeno fuzzy approximations; linear quadratic regulator; observer; predetermined indoor relative humidity; primary air volume flow rate; simulated single zone thermal system; state estimation; time-varying thermal load; Feeds; Mathematical model; Moisture; Observers; Temperature control; Thermal loading; active chilled beam; fuzzy controller; fuzzy observer; relative humidity control; temperature control;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-4316-6
DOI :
10.1109/ICIEA.2014.6931257