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A Linear Parameter-Varying Control Method for Inline Wheel Systems

dc.contributor.authorSmith, Ronald Grant
dc.contributor.advisorSridhar Lakshmanan
dc.date.accessioned2021-08-25T19:30:43Z
dc.date.available2021-08-25T19:30:43Z
dc.date.issued2021-08-25
dc.identifier.urihttps://hdl.handle.net/2027.42/169157
dc.description.abstractThe design of the bicycle and other single-track systems are continually evolving and have become a key tool for people and goods transportation worldwide [1],[2]. The form factor, carrying capacity, maneuverability, and cost of single-track vehicles makes them advantageous in a variety of circumstances and justifies their use case in the 21st Century [2] [3],[4]. As autonomous double track vehicles arrive on public roads, it is natural that single-track autonomous systems will be developed as well; however, the unstable and non-minimum phase dynamics of single-track vehicles make their control have an additional layer of complexity compared to double track vehicles. Although many researchers have provided commentary on the stability and tracking of a riderless bicycle, relatively few bodies of work have validated their analysis through experimental testing. This work successfully demonstrates that, through gain scheduling, a PID-type controller can balance a riderless single-track vehicle by using a linear actuator to implement front-fork steering control. This control system is novel in the way in which the front fork is actuated. The manual PID tuning process outlined in this body of work is also unique, as well as the specifics of the control law (although PID controllers have been used by other authors). The works of other authors on this topic is briefly summarized and a second-order dynamics system model is derived. Then controller analysis is simulated and then validated experimentally. Suggestions are also made on next steps that can be taken to build upon the work outlined in this thesis.
dc.languageEnglish
dc.subjectAutonomous vehicles
dc.subjectBicycle stability
dc.subjectLinear actuators
dc.subjectPID tuning
dc.titleA Linear Parameter-Varying Control Method for Inline Wheel Systems
dc.typeThesis
dc.description.thesisdegreenameMaster of Science in Engineering (MSE)en_US
dc.description.thesisdegreedisciplineElectrical Engineering, College of Engineering & Computer Science
dc.description.thesisdegreegrantorUniversity of Michigan-Dearborn
dc.subject.hlbtoplevelElectrical Engineering
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/169157/1/Ronald Smith Final Thesis.pdf
dc.identifier.doihttps://dx.doi.org/10.7302/2324
dc.identifier.orcid0000-0002-7711-778X
dc.identifier.name-orcidSmith, Ronald; 0000-0002-7711-778Xen_US
dc.working.doi10.7302/2324en
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


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