TY - GEN
T1 - Design and simulate analysis on fuzzy sliding mode controller in high precise electro-hydraulic system
AU - Meng, Jun Xia
AU - Wang, Xi Bin
AU - Liu, Zhi Bing
AU - Wang, Bo
PY - 2009
Y1 - 2009
N2 - There are two remarkable characteristics of sliding mode control system. One is its strong robustness about parameter perturbation and external disturbance, the other is chattering caused by nonideal switching action. At present, chattering is main obstacle of this control theory to engineering application. This paper designs a fuzzy sliding mode controller, which uses fuzzy logic to obtain equivalent control signal after system states reaching sliding manifold. As a result, highfrequency chattering caused by switching action is weakened effectively. Moreover, the equivalent control can restrain unknown external disturbance well. In order to design a good fuzzy controller without professional experience, membership functions of output linguistic variable and control rules are optimized by means of genetic algorithm simultaneously. Simulate result shows that the proposed controller adequately satisfies control demand of an electro-hydraulic system with large moment of inertia of load. Furthermore, it is insensitive to parameter perturbation, external disturbance and uncertainty of system model. The controller exhibits excellent performance.
AB - There are two remarkable characteristics of sliding mode control system. One is its strong robustness about parameter perturbation and external disturbance, the other is chattering caused by nonideal switching action. At present, chattering is main obstacle of this control theory to engineering application. This paper designs a fuzzy sliding mode controller, which uses fuzzy logic to obtain equivalent control signal after system states reaching sliding manifold. As a result, highfrequency chattering caused by switching action is weakened effectively. Moreover, the equivalent control can restrain unknown external disturbance well. In order to design a good fuzzy controller without professional experience, membership functions of output linguistic variable and control rules are optimized by means of genetic algorithm simultaneously. Simulate result shows that the proposed controller adequately satisfies control demand of an electro-hydraulic system with large moment of inertia of load. Furthermore, it is insensitive to parameter perturbation, external disturbance and uncertainty of system model. The controller exhibits excellent performance.
KW - Chattering
KW - Electro-hydraulic system
KW - Fuzzy sliding mode control
KW - Genetic algorithm
KW - Simulation
UR - http://www.scopus.com/inward/record.url?scp=69349100370&partnerID=8YFLogxK
U2 - 10.1109/ETCS.2009.107
DO - 10.1109/ETCS.2009.107
M3 - Conference contribution
AN - SCOPUS:69349100370
SN - 9780769535579
T3 - Proceedings of the 1st International Workshop on Education Technology and Computer Science, ETCS 2009
SP - 441
EP - 445
BT - Proceedings of the 1st International Workshop on Education Technology and Computer Science, ETCS 2009
T2 - 1st International Workshop on Education Technology and Computer Science, ETCS 2009
Y2 - 7 March 2009 through 8 March 2009
ER -