Title :
PID controller for nonlinear system using cuckoo optimization
Author :
Kumar, Pranaw ; Nema, Swapnil ; Padhy, P.K.
Author_Institution :
Mechatron., Indian Inst. of Inf. Technol. Design & Manuf., Jabalpur, India
Abstract :
In this paper, nature inspired cuckoo based proportional-integral-derivative controller is designed for nonlinear system. The cuckoo optimization is used to tune the parameters of PID controller. Performance criteria such as ISE, ITSE and IAE are optimized by using this optimization technique. For this optimum value of performance criteria, controller parameter is selected. These parameters of controller are used to stabilize the plant or give the desired response. To generalize the proposed technique inverted pendulum, ship roll dynamics and Van der Pol oscillator (VDPO) are taken as examples of nonlinear systems. The simulation results showed the desire performance of the systems. Result has been compared with some other standard technique proposed in the past research.
Keywords :
nonlinear control systems; optimisation; pendulums; stability; three-term control; IAE; ITSE; PID controller; VDPO; Van der Pol oscillator; controller parameter; cuckoo optimization; inverted pendulum; nature inspired cuckoo based proportional-integral-derivative controller; nonlinear system; parameters tuning; performance criteria; plant stability; ship roll dynamics; Convergence; Marine vehicles; Nonlinear systems; Optimization; PD control; Tuning; Cuckoo Optimization; Inverted Pendulum; Nonlinear System; PID; VDPO;
Conference_Titel :
Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4799-4191-9
DOI :
10.1109/ICCICCT.2014.6993052