DocumentCode :
2151718
Title :
Experimental study of DC motor control via communication network using Markovian jump system approach
Author :
Sakti, Indra ; Riyanto, Bambang ; Najmurrokhman, Asep
Author_Institution :
Inf. Res. Centre, Indonesia Inst. of Sci., Bandung, Indonesia
fYear :
2013
fDate :
19-21 Nov. 2013
Firstpage :
207
Lastpage :
212
Abstract :
Control systems, where the control loops are closed through a communication network, are called Networked Control System (NCS). Research on NCS has received increased attention in recent years due to the advancement of control, computation and communication technologies. NCS makes the design and implementation of control systems with reduced complexity due to simpler installation and easy maintenance. However, the insertion of the communication network in the feedback control loop introduces some communication parameters such as a packet dropout that degrades the control system performance and also causes system instability. This paper describes the experimental study of NCS in the form of DC motor control via communication network using Markovian jump system approach. In this study, the existence of packet dropout as network parameter is treated as state variable of the underlying Markov chain. Inclusion packet dropout modelling into state space representation of the whole system renders Markovian jump system framework. Furthermore, a state feedback controller is designed so that a closed loop of NCS achieves the certain performance. Feedback gains which associated with such controller are calculated by solving linear matrix inequalities (LMI). The experimental results show that setpoint tracking performance provided by the switching controller that depend on the existence of the packet dropout or not. From the experiment, we observe that the greater the probability of transition packet dropout occurs, the worse of control system performance.
Keywords :
DC motors; Markov processes; control system synthesis; linear matrix inequalities; networked control systems; stability; state feedback; state-space methods; DC motor control; LMI; Markov chain; Markovian jump system approach; NCS; communication network; communication parameters; communication technology; computation technology; control loops; control systems design; control technology; direct current motors; feedback control loop; inclusion packet dropout modelling; linear matrix inequalities; networked control system; probability; setpoint tracking performance; state feedback controller design; state space representation; switching controller; system instability; Communication networks; Control systems; DC motors; Data acquisition; Data communication; Mathematical model; Servers; DC motor; Markovian jump system; NCS; packet dropout; state feedback;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer, Control, Informatics and Its Applications (IC3INA), 2013 International Conference on
Conference_Location :
Jakarta
Type :
conf
DOI :
10.1109/IC3INA.2013.6819175
Filename :
6819175
Link To Document :
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