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Experiments in robot formation control with an emphasis on decentralized control algorithmsCook, Joshua January 1900 (has links)
Master of Science / Department of Mechanical and Nuclear Engineering / Guoqiang Hu / In this thesis, several algorithms and experiments involving the control of robot formations are presented. The algorithms used were focused on decentralized control. The
experiments were implemented on two different experimental testbeds consisting of teams
of wheeled mobile robots. The robots used are described along with their sensors and supporting hardware. Also, there is a discussion of the programming framework used to build
the control software.
The first control algorithm and experiment uses a robust consensus tracking algorithm
to control a formation of robots to track a desired trajectory. The robots must maintain the
correct formation shape while the formation follows the trajectory. This task is complicated
by limited communication between the robots, and disturbances applied to the information
exchange. Additionally, only a subset of the robots have access to the reference trajectory.
In the second experiment, the same algorithm was re-implemented in a decentralized way,
which more effectively demonstrated the goals of the algorithm.
The second algorithm involves controlling a formation of robots without a global reference frame. In order to accomplish this, the formation description is reformulated into
variables describing the relative positions of the robots, and vision-based measurements are
used for control. A homography-based technique is used to determine the relative positions
of the robots using a single camera. Then a consensus tracking controller similar to the one
used previously is used to distribute the measured information to all of the robots. This
is done despite the fact that different parts of the information are measured by different
agents.
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Sliding mode control trajectory tracking implementation on underactuated dynamic systemsMigchelbrink, Matthew January 1900 (has links)
Master of Science / Department of Mechanical Engineering / Warren N. White / The subject of linear control is a mature subject that has many proven powerful techniques. Recent research generally falls into the area of non-linear control. A subsection of non-linear control that has garnered a lot of research recently has been in underactuated dynamic systems. Many applications of the subject exist in robotics, aerospace, marine, constrained systems, walking systems, and non-holonomic systems.
This thesis proposes a sliding mode control law for the tracking control of an underactuated dynamic system. A candidate Lyapunov function is used to build the desired tracking control. The proposed control method does not require the integration of feedback as does its predecessor. The proposed control can work on a variety of underactuated systems. Its predecessor only worked on those dynamic systems that are simply underactuated (torques acting on some joints, no torques acting on others).
For dynamic systems that contain a roll without slip constraint, often a desired trajectory to follow is related to dynamic coordinates through a non-holonomic constraint. A navigational control is shown to work in conjunction with the sliding mode control to allow tracking of these desired trajectories.
The methodology is applied through simulations to a holonomic case of the Segbot, an inverted cart-pole, a non-holonomic case of Segbot, and a rolling wheel. The methodology is implemented on an actual Segbot and shown to provide more favorable tracking results than linear feedback gains.
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Enhanced integration methods for the peridynamic theory.Yu, Kebing January 1900 (has links)
Doctor of Philosophy / Department of Mechanical and Nuclear Engineering / Kevin B. Lease / Xiao J. Xin / Peridynamics is a non-local continuum theory that formulates problems in terms of
integration of interactions between the material points. Because the governing equation
of motion in the peridynamic theory involves only integrals of displacements, rather than
derivatives of displacements, this new theory offers great advantages in dealing with problems
that contain discontinuities. Integration of the interaction force plays an important
role in the formulation and numerical implementation of the peridynamic theory. In this
study two enhanced methods of integration for peridynamics have been developed. In the
first method, the continuum is discretized into cubic cells, and different geometric configurations
over the cell and the horizon of interaction are categorized in detail. Integration
of the peridynamic force over different intersection volumes are calculated accurately using
an adaptive trapezoidal integration scheme with a combined relative-absolute error control.
Numerical test examples are provided to demonstrate the accuracy of this new adaptive
integration method. The bond-based peridynamic constitutive model is used in the calculation
but this new method is also applicable to state-based peridynamics. In the second
method, an integration method with fixed Gaussian points is employed to accurately calculate
the integration of the peridynamic force. The moving least square approximation
method is incorporated for interpolating the displacement field from the Gaussian points.
A compensation factor is introduced to correct the soft boundary effect on the nodes near
the boundaries. This work also uses linear viscous damping to minimize the dynamic effect
in the solution process. Numerical results show the accuracy and effectiveness of this
Gaussian integration method. Finally current research progress and prospective directions
for several topics are discussed.
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Experiments involving second order effects in high-intensity, high-frequency acoustic fieldsWanklyn, Kevin Michael January 1900 (has links)
Doctor of Philosophy / Department of Mechanical and Nuclear Engineering / Sameer I. Madanshetty / Cavitation is a long studied phenomenon, fascinating and varied. Observed cavitation thresholds vary, typically ranging from the vapor pressure of the liquid to several atmospheres. Recent studies in cavitation involving very clean liquids give rise to thresholds that surpass 100 atmospheres. Calibrating such high intensity, high frequency, focused acoustic fields presents a significant challenge. The present investigation describes how it is possible to exploit the second order acoustic effect of radiation pressure to seek reliable calibration of the high intensity acoustic fields. Experiments describe how to account for the attendant second order effect of acoustic streaming in the evaluation of the radiation force to accomplish meaningful calibration. Beyond the measurement of the second order quantities associated with cavitation, the work also presents a first investigation of a direct estimation of implosion energies of collapsing bubbles near well-characterized surfaces.
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Combustion turbine operation and optimization modelSengupta, Jeet January 1900 (has links)
Doctor of Philosophy / Department of Mechanical and Nuclear Engineering / Donald Fenton / Combustion turbine performance deterioration, quantified by loss of system power, is an artifact of increased inlet air temperature and continuous degradation of the machine. Furthermore, the combustion turbine operator has to meet ever changing stricter emission levels. Different technologies exist to mitigate the impact of performance loss and meeting the emission standard. However an upgrade using one or more of the available technologies has associated capital and operating costs. Thus, there is a need for a tool that can evaluate power boosting and emission control technologies in concert with the machine maintenance strategy.
This dissertation provides the turbine operator with a new and novel tool to examine each of the upgrades and determine its suitability both from the cost and technical stand point. The main contribution of this dissertation is a tool-kit called the Combustion Turbine Operation and Optimization Model (CTOOM) that can evaluate both power-boosting and emission control technologies. It also includes a machine maintenance model to account for degradation recovery. The tool-kit is made up a system level thermodynamic optimization solver (CTOOM-OPTIMIZE) and two one-dimensional, mean-line, aero-thermodynamic component level solvers for the compressor (CTOOMCOMP1DPERF) and the turbine (CTOOMTURB1DPERF) sections.
In this work, the cogeneration system as given by the classical CGAM problem was used for system level optimization. The cost function was modified to include the cost of emissions while the maintenance cost of the combustion turbine was separated from the capital cost to include a degradation recovery model. Steam injection was evaluated for NO[subscript]x abatement, power boosting was examined by both the use of inlet air cooling and steam injection, and online washing was used for degradation recovery. Based on the cost coefficients used, it was seen that including the cost of emissions impact resulted in a significant increase in the operational cost.
The outcomes of the component level solvers were compressor and turbine performance maps. It was demonstrated that these maps could be used to integrate the components with the system level information.
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Solvability of the direct Lyapunov first matching condition in terms of the generalized coordinatesGarcia Batista, Deyka Irina January 1900 (has links)
Doctor of Philosophy / Department of Mechanical and Nuclear Engineering / Warren N. White / There are a number of different types of mechanical systems which can be termed as
underactuated. The degrees of freedom (DOF) of a system are defined by the system’s number of
independent movements. Underactuated mechanical systems have fewer actuators than DOF.
Some examples such as satellites, air craft, overhead crane loads, and missiles have at least one
unactuated DOF.
The work presented here develops a nonlinear control law for the asymptotic stabilization
of underactuated systems. This is accomplished by finding the solution of matching conditions
that arise from Lyapunov’s second method, analogous to the dissipation of energy. The direct
Lyapunov approach (DLA) offers a wide range of applications for underactuated systems due to
the fact that the algebraic equations, ordinary differential equations, and partial differential
equations stemming from the matching conditions are more tractable than those appearing in
other approaches.
Two lemmas of White et al. (2007) are applied for the positive definiteness and
symmetry condition of the KD matrix which is used to define an analogous kinetic energy for the
system. The defined KD matrix and the Lyapunov candidate function are developed to ensure
stability. The KD matrix is analogous to the mass matrix of the dynamic system. The candidate
Lyapunov function, involving the analogous kinetic energy and an undefined potential of the
generalized position coordinates, is presented. By computing the time derivative of the
Lyapunov candidate function, three equations called matching conditions emerge and parts of
their solution provide the nonlinear control law that stabilizes the system.
This dissertation presents the derivation of the DLA, provides a new method to solve the
first matching condition (FMC), and shows the tools for the control law design. The stability is
achieved from the proper shape of the potential, the positive definiteness of the KD matrix, and
the non-positive rate of change of the Lyapunov function. The ball and beam, the inverted
pendulum cart, and, a more complicated system, the ball and arc are presented to demonstrate the
importance of the results because the methods to solve the matching equations, emerging from
the system examples, are simple and easier. The presented controller design formulation satisfies
the FMC exactly without introducing control law terms that are quadratic in the velocities or
approximations. This methodology allows the development of the first nonlinear stabilizing
control law for the ball and arc system, a simple and effective formulation to find a control law
for the inverted pendulum cart, and a stabilizing control of the ball and beam apparatus without
the necessity of approximations to solve the FMC. To illustrate the formulation, the derivation is
performed using the symbolic manipulation program Maple and it is simulated in the
Matlab/Simulink environment.
The dissertation on the solvability of the first matching condition for stabilization is
organized into six different chapters. The introduction of the problem and the previous
approaches are presented in Chapter 1. Techniques for solving of the first matching condition, as
well as the limitations, are provided in Chapter 2. The application of this general strategy to the
ball and beam system appears in Chapter 3. Chapter 4 and 5 present the application of the
method to the ball and arc apparatus and to the inverted pendulum cart, respectively. The
difficulties for each application are also presented. Particularly, Chapter 5 shows the application
of the produced material to obtain an easier formulation for the inverted pendulum cart compared
to previous published controller examples. Finally, some conclusions and recommendations for
future work are presented.
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Authenticating turbocharger performance utilizing ASME performance test code correction methodsShultz, Jacque January 1900 (has links)
Master of Science / Department of Mechanical and Nuclear Engineering / Kirby S. Chapman / Continued regulatory pressure necessitates the use of precisely designed turbochargers to create the design trapped equivalence ratio within large-bore stationary engines used in the natural gas transmission industry. The upgraded turbochargers scavenge the exhaust gases from the cylinder, and create the air manifold pressure and back pressure on the engine necessary to achieve a specific trapped mass. This combination serves to achieve the emissions reduction required by regulatory agencies.
Many engine owner/operators request that an upgraded turbocharger be tested and verified prior to re-installation on engine. Verification of the mechanical integrity and airflow performance prior to engine installation is necessary to prevent field hardware iterations. Confirming the as-built turbocharger design specification prior to transporting to the field can decrease downtime and installation costs. There are however, technical challenges to overcome for comparing test-cell data to field conditions.
This thesis discusses the required corrections and testing methodology to verify turbocharger onsite performance from data collected in a precisely designed testing apparatus. As the litmus test of the testing system, test performance data is corrected to site conditions per the design air specification. Prior to field installation, the turbocharger is fitted with instrumentation to collect field operating data to authenticate the turbocharger testing system and correction methods. The correction method utilized herein is the ASME Performance Test Code 10 (PTC10) for Compressors and Exhausters version 1997.
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Tracer gas mapping of beverage cart wake in a twin aisle aircraft cabin simulation chamberTrupka, Andrew Tristan January 1900 (has links)
Master of Science / Department of Mechanical and Nuclear Engineering / Mohammad H. Hosni / Byron W. Jones / In 2010, over 786 million passengers flew on commercial flights in the United States according to the Bureau of Transportation Statistics (2011). With the average flight length over 1300 miles for domestic flights, this amounts to billions of hours spent aboard airliners by passengers each year. During these flights, diseases and other harmful contaminates, some malicious, can spread throughout aircraft cabins, harming passengers. Aircraft ventilation systems are designed to remove these harmful contaminates as quickly as possible to minimize spread in cabin air. Disruptions to the design airflow pattern can hinder the effectiveness of contamination removal efforts. A common form of this airflow disruption is longitudinal air movement through cabin aisles. To examine the effect of contaminate transport down aircraft aisles by a moving body, a motorized beverage cart is past by a contamination source as it traverses the length of the cabin aisle.
An experimental study is performed in a mockup Boeing 767 cabin section consisting of eleven rows with seven seats per row. Carbon Dioxide (CO2) tracer gas is injected at a constant flow rate at a location of interest until concentrations in the cabin reach steady state. Ventilation equipment and flow rates representative of an actual aircraft are used for all experiments. Seats in the mockup are occupied by thermal manikins to simulate passenger heat load. A motorized beverage cart traverses the length of the cabin aisle passing by the injection location. The concentrations of tracer gas displaced by the cart are measured at locations throughout the cabin. Comparing these measurements to baseline readings taken with no cart movement, a map of the degree to which contaminant transport is affected by the beverage cart is calculated.
The cabin mockup is supplied by 100% outdoor air through actual Boeing supply ductwork and linear diffusers along the cabin length above the aisles. The CO2 level is measured in the inlet air, measurement locations in the cabin, and exhaust air using nondispersive infrared (NDIR) sensors. Measured results are reported for all (54) seat locations downstream of the cart traverse/injection location for an injection location near the rear of the cabin. Analogous measurements are also conducted examining the effect of variations in cart speed and modified injection location.
It was found the beverage cart movement had an effect of up to a 35% increase in tracer gas concentration relative to the local steady state concentration for several seat locations adjacent to the aisle. This increased concentration continued for only a few minutes in all cases, but was generally less than the steady state exposure one row closer to the injection location. Moving in the lateral direction away from the aisle, the variance in tracer gas concentration due to the cart movement diminished quickly. The significance of increased concentration for such short periods of time in comparison to the length of actual commercial flights may require further biological analysis. The data showed general tracer gas concentration increases due to cart movement in a small section of the cabin mockup which could warrant further analysis, but increases were generally insignificant when considering entire flight contamination exposure levels.
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Study of the risk of frostbite in humans with the help of a transient 3D finger modelManda, Prudhvi Krishna Venkatesh January 1900 (has links)
Master of Science / Department of Mechanical and Nuclear Engineering / Steve Eckels / A new three dimensional transient human finger model was developed to predict the risk of frostbite in humans at different environmental conditions. The shape of the finger model was similar to that of a real human finger. Finite Element Techniques were used to build the finger model. Smith’s Model (1991) energy balance equations were used to calculate the temperatures in the current finger model. The current 3D finger model was validated against the experimental data of Wilson (1976) and Santee (1990). The model agreed well with the Wilson experiments and with the cold test in Santee experiments. The comparison indicates that the current finger model can be used to adequately predict the human finger responses in different environments.
The current finger model was then tested in temperatures of 0, -10, -20, -25 and -30 oC and with different airspeeds 0, 3 and 6.8 m/s to assess the risk of frostbite in humans. Three resistances 0, 0.4 and 0.8 clo were used on the finger model to obtain responses in different environmental conditions. From the experimental results, an expression for safe glove resistance required to prevent frostbite in known temperatures was calculated. Also, the temperatures up to which a glove with known thermal resistance value can protect a human finger from frostbite was also computed.
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Two phase flow visualization in evaporator tube bundles using experimental and numerical techniquesSchlup, Jason January 1900 (has links)
Master of Science / Department of Mechanical and Nuclear Engineering / Steven Eckels and Mohammad Hosni / This research presents results from experimental and numerical investigations of two-phase flow pattern analysis in a staggered tube bundle. Shell-side boiling tube bundles are used in a variety of industries from nuclear power plants to industrial evaporators. Fluid flow patterns in tube bundles affect pressure drop, boiling characteristics, and tube vibration. R-134a was the working fluid in both the experimental and computational fluid dynamics (CFD) analysis for this research. Smooth and enhanced staggered tube bundles were studied experimentally using a 1.167 pitch to diameter ratio. The experimental tube bundles and CFD geometry consist of 20 tubes with five tubes per pass.
High speed video was recorded during the experimental bundle boiling. Bundle conditions ranged in mass fluxes from 10-35 kg/m[superscript]2.s and inlet qualities from 0-70% with a fixed heat flux. Classification of the flow patterns from these videos was performed using flow pattern definitions from literature. Examples of smooth and enhanced bundle boiling high speed videos are given through still images. The flow patterns are plotted and compared with an existing flow pattern map. Good agreement was found for the enhanced tube bundle while large discrepancies exist for the smooth tube bundle.
The CFD simulations were performed without heat transfer with non-symmetrical boundary conditions at the side walls, simulating rectangular bundles used in this and other research. The two-phase volume of fluid method was used to construct vapor interfaces and measure vapor volume fraction. A probability density function technique was applied to the results to determine flow patterns from the simulations using statistical parameters. Flow patterns were plotted on an adiabatic flow pattern map from literature and excellent agreement is found between the two. The agreement between simulation results and experimental data from literature emphasizes the use of numerical techniques for tube bundle design.
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