Title :
Dynamic modeling of an automotive air conditioning system and an auto tuned PID controller using extremum seeking algorithm
Author :
Boon Chiang Ng ; Mat Darus, Intan Z. ; Kamar, Haslinda Mohamed ; Md Lazin, Md Norazlan ; Hussein, M.Z.B.
Author_Institution :
Dept. of Appl. Mech., Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
This paper presents the application of Extremum Seeking (ES) algorithm in auto tuning of an incremental proportional-integral-derivative (PID) controller in order to achieve optimal cabin temperature control of an automotive air conditioning (AAC) model. A mathematical nonlinear model of an AAC system with variable speed compressor is first developed. The AAC model consists of a condenser, evaporator, thermal expansion valve, variable speed compressor driven by a direct current (DC) motor and a vehicle cabin. The ES algorithm is introduced and used to tune the parameters of the PID controller via iterative step function simulation. Finally, step response tests show that PID controller delivers better performance after being tuned by ES algorithm.
Keywords :
DC motors; air conditioning; automotive components; compressors; iterative methods; optimal control; step response; temperature control; thermal expansion; three-term control; valves; AAC model; AAC system; DC motor; ES algorithm; auto tuned PID controller; auto tuning; automotive air conditioning system; condenser; direct current motor; dynamic modeling; evaporator; extremum seeking algorithm; incremental proportional-integral-derivative controller; iterative step function simulation; mathematical nonlinear model; optimal cabin temperature control; parameter tuning; step response tests; thermal expansion valve; variable speed compressor; vehicle cabin; Atmospheric modeling; Equations; Heat transfer; Heating; Mathematical model; Refrigerants; Tuning; Auto tuning PID; Automotive Air-Conditioning; Dynamic nonlinear Modeling; Extremum seeking; Variable speed comnressor;
Conference_Titel :
Computers & Informatics (ISCI), 2013 IEEE Symposium on
Conference_Location :
Langkawi
Print_ISBN :
978-1-4799-0209-5
DOI :
10.1109/ISCI.2013.6612382