PID Control of Systems with Hysteresis

Hysteresis is exhibited by many physical systems. Smart materials such as piezoelectrics, magnetostrictives and shape memory alloys possess useful properties, especially in the field of micropositioning, but the control of these systems is difficult due to the presence of hysteresis. An accurate mo...

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Main Author: Shum, Alex
Language:en
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10012/4353
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spelling ndltd-LACETR-oai-collectionscanada.gc.ca-OWTU.10012-43532013-10-04T04:09:07ZShum, Alex2009-04-29T16:30:58Z2009-04-29T16:30:58Z2009-04-29T16:30:58Z2009http://hdl.handle.net/10012/4353Hysteresis is exhibited by many physical systems. Smart materials such as piezoelectrics, magnetostrictives and shape memory alloys possess useful properties, especially in the field of micropositioning, but the control of these systems is difficult due to the presence of hysteresis. An accurate model is required to predict the behaviour of these systems so that they can be controlled. Several hysteresis models including the backlash, elastic-plastic and Preisach operators are discussed in detail. Several other models are mentioned. Other control methods for this problem are discussed in the form of a literature review. The focus of this thesis is on the PID control of hysteretic systems. In particular, two systems experiencing hysteresis in their controllers are examined. The hysteresis in each system is described by different sets of assumptions. These assumptions are compared and found to be very similar. In the first system, a PI controller is used to track a reference signal. In the second, a PID controller is used to control a second-order system. The stability and tracking of both systems are discussed. An extension is made to the first system to include the dynamics of a first-order system. The results of the second system are verified to hold for a general first-order system. Simulations were performed with the extension to a first-order system using different hysteresis models.enPID ControlHysteresisPID Control of Systems with HysteresisThesis or DissertationApplied MathematicsMaster of MathematicsApplied Mathematics
collection NDLTD
language en
sources NDLTD
topic PID Control
Hysteresis
Applied Mathematics
spellingShingle PID Control
Hysteresis
Applied Mathematics
Shum, Alex
PID Control of Systems with Hysteresis
description Hysteresis is exhibited by many physical systems. Smart materials such as piezoelectrics, magnetostrictives and shape memory alloys possess useful properties, especially in the field of micropositioning, but the control of these systems is difficult due to the presence of hysteresis. An accurate model is required to predict the behaviour of these systems so that they can be controlled. Several hysteresis models including the backlash, elastic-plastic and Preisach operators are discussed in detail. Several other models are mentioned. Other control methods for this problem are discussed in the form of a literature review. The focus of this thesis is on the PID control of hysteretic systems. In particular, two systems experiencing hysteresis in their controllers are examined. The hysteresis in each system is described by different sets of assumptions. These assumptions are compared and found to be very similar. In the first system, a PI controller is used to track a reference signal. In the second, a PID controller is used to control a second-order system. The stability and tracking of both systems are discussed. An extension is made to the first system to include the dynamics of a first-order system. The results of the second system are verified to hold for a general first-order system. Simulations were performed with the extension to a first-order system using different hysteresis models.
author Shum, Alex
author_facet Shum, Alex
author_sort Shum, Alex
title PID Control of Systems with Hysteresis
title_short PID Control of Systems with Hysteresis
title_full PID Control of Systems with Hysteresis
title_fullStr PID Control of Systems with Hysteresis
title_full_unstemmed PID Control of Systems with Hysteresis
title_sort pid control of systems with hysteresis
publishDate 2009
url http://hdl.handle.net/10012/4353
work_keys_str_mv AT shumalex pidcontrolofsystemswithhysteresis
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