In this paper we introduce a novel decoupled fuzzy sliding mode (DFSM) controller for swinging-up an inverted pendulum. In the proposed technique the control objective is decomposed into two sub-tasks: swing-up and stabilization. Accordingly. first a DFSM controller stabilizing the poles is synthesized. Next, a rule-based regulator dealing with the task of entering a stabilization zone is synthesized. Two different structures are proposed for the swing-up controller. In the first strategy the control action is obtained by a crisp approach, while in the second one the controller is based on fuzzy rules. Experimental tests show the effectiveness of the proposed strategy for swinging-up an inverted pendulum with restricted cart travel and limited control action.
Rule-Based Decoupled Fuzzy Sliding Mode Control for Inverted Pendulum Swing-up / Brunetti, C.; Dotoli, M.. - STAMPA. - (2004), pp. 495-500. (Intervento presentato al convegno IEEE International Symposium on Industrial Electronics, IEEE-ISIE 2004 tenutosi a Ajaccio, France nel May 4-7, 2004) [10.1109/ISIE.2004.1571857].
Rule-Based Decoupled Fuzzy Sliding Mode Control for Inverted Pendulum Swing-up
Dotoli, M.
2004-01-01
Abstract
In this paper we introduce a novel decoupled fuzzy sliding mode (DFSM) controller for swinging-up an inverted pendulum. In the proposed technique the control objective is decomposed into two sub-tasks: swing-up and stabilization. Accordingly. first a DFSM controller stabilizing the poles is synthesized. Next, a rule-based regulator dealing with the task of entering a stabilization zone is synthesized. Two different structures are proposed for the swing-up controller. In the first strategy the control action is obtained by a crisp approach, while in the second one the controller is based on fuzzy rules. Experimental tests show the effectiveness of the proposed strategy for swinging-up an inverted pendulum with restricted cart travel and limited control action.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.