DocumentCode :
1772972
Title :
A comparative study on SMC, OSMC and SDRE for robot control
Author :
Korayem, M.H. ; Khademi, Alireza ; Nekoo, Saeed Rafee
Author_Institution :
Sch. of Mech. Eng., Iran Univ. of Sci. & Technol. (IUST), Tehran, Iran
fYear :
2014
fDate :
15-17 Oct. 2014
Abstract :
In this paper, a comparative study is conducted to investigate the capability of three nonlinear methods in controlling manipulators. The sliding mode control (SMC) as a nonlinear method with robust nature and state-dependent Riccati equation (SDRE) as a nonlinear suboptimal technique are performed to illustrate the effectiveness of robustness and optimality combination. The optimal sliding mode control (OSMC) has both mentioned essence. The OSMC benefits from linear quadratic regulator (LQR) to define its gains. This reduces the magnitude of input signals and eliminates the chattering phenomenon. The end-effector error, norm of control inputs and dynamic load carrying capacity (DLCC) are computed as some important criteria of industrial robots to assess the controllers. Simulation results showed that the OSMC method, in addition to control input reduction has also the robustness properties and it can be considered as a suitable approach in this area.
Keywords :
Riccati equations; end effectors; industrial manipulators; linear quadratic control; nonlinear control systems; suboptimal control; variable structure systems; DLCC; LQR; OSMC; SDRE; chattering phenomenon elimination; controller assessment; dynamic load carrying capacity; end-effector error; industrial robots; linear quadratic regulator; manipulator control; nonlinear methods; nonlinear suboptimal technique; optimal sliding mode control; robot control; state-dependent Riccati equation; Manipulators; Riccati equations; Robustness; Simulation; Sliding mode control; Trajectory; Nonlinear; Optimal SMC; Robot; SDRE; SMC; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Mechatronics (ICRoM), 2014 Second RSI/ISM International Conference on
Conference_Location :
Tehran
Type :
conf
DOI :
10.1109/ICRoM.2014.6990769
Filename :
6990769
Link To Document :
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