Development of Novel Compound Controllers to Reduce Chattering of Sliding Mode Control

dc.contributor.advisorMohammad Habibur Rahman
dc.contributor.committeememberMohammad Habibur Rahman
dc.contributor.committeememberMichael Nosonovsky
dc.contributor.committeememberJawhar Ghommam
dc.creatorRahmani, Mehran
dc.date.accessioned2025-01-16T18:37:48Z
dc.date.issued2021-05-01
dc.description.abstractThe robotics and dynamic systems constantly encountered with disturbances such as micro electro mechanical systems (MEMS) gyroscope under disturbances result in mechanical coupling terms between two axes, friction forces in exoskeleton robot joints, and unmodelled dynamics of robot manipulator. Sliding mode control (SMC) is a robust controller. The main drawback of the sliding mode controller is that it produces high-frequency control signals, which leads to chattering. The research objective is to reduce chattering, improve robustness, and increase trajectory tracking of SMC. In this research, we developed controllers for three different dynamic systems: (i) MEMS, (ii) an Exoskeleton type robot, and (iii) a 2 DOF robot manipulator. We proposed three sliding mode control methods such as robust sliding mode control (RSMC), new sliding mode control (NSMC), and fractional sliding mode control (FSMC). These controllers were applied on MEMS gyroscope, Exoskeleton robot, and robot manipulator. The performance of the three proposed sliding mode controllers was compared with conventional sliding mode control (CSMC). The simulation results verified that FSMC exhibits better performance in chattering reduction, faster convergence, finite-time convergence, robustness, and trajectory tracking compared to RSMC, CSMC, and NSFC. Also, the tracking performance of NSMC was compared with CSMC experimentally, which demonstrated better performance of the NSMC controller.
dc.description.embargo2021-11-24
dc.embargo.liftdate2021-11-24
dc.identifier.urihttp://digital.library.wisc.edu/1793/87172
dc.relation.replaceshttps://dc.uwm.edu/etd/2714
dc.subjectChattering
dc.subjectExoskeleton robot
dc.subjectMEMS
dc.subjectRobot manipulator
dc.subjectSliding mode control
dc.subjectTrajectory Tracking
dc.titleDevelopment of Novel Compound Controllers to Reduce Chattering of Sliding Mode Control
dc.typethesis
thesis.degree.disciplineEngineering
thesis.degree.grantorUniversity of Wisconsin-Milwaukee
thesis.degree.nameMaster of Science

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