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1 Dr. Peter Avitabile, Associate Professor Mechanical Engineering Department Integrating Undergraduate Dynamic Systems AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS TEACHING METHODOLOGY UTILIZING ANALYTICAL AND EXPERIMENTAL APPROACHES Peter Avitabile Mechanical Engineering Department University of Massachusetts Lowell ASEE Conference – June 2007 – Hawaii TIME FREQUENCY ACCELEROMETER IMPACT HAMMER FORCE GAGE HAMMER TIP FOURIER TRANSFORM LVDT DISPLACEMENT ACCELERATION DIGITAL ANALOG TO DIGITIAL DATA ACQUISITION NUMERICAL PROCESSING INTEGRATION / DIFFERENTIATION ( ) i 1 i i 1 i 1 i i x x 2 y y I I + + = + + QUANTIZATION SAMPLING ALIASING LEAKAGE WINDOWS DYNAMIC TESTING PULLS ALL THE PIECES TOGETHER !!! T I M E F R E Q U E N C Y X Y TRANSDUCER CALIBRATION REGRESSION ANALYSIS HAMMER TIP CHARACTERIZATION FOURIER SERIES & FFT m k c x(t) f(t) SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω 0 -90 -180 ω/ω ) t ( f x k dt dx c dt x d m 2 2 = + + DIFFERENT PULSE SHAPES ) p s ( a ) p s ( a ) s ( h * 1 * 1 1 1 + = FREE BODY DIAGRAM & EQUATION OF MOTION LAPLACE & TRANSFER FUNCTION t sin e m 1 ) t ( h d t d ω ω = ζω FIRST & SECOND ORDER SYSTEMS SIGNAL CONDITIONER RISE & SETTLING TIME

AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

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Page 1: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

1 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS TEACHING METHODOLOGY UTILIZING ANALYTICAL AND

EXPERIMENTAL APPROACHES

Peter AvitabileMechanical Engineering DepartmentUniversity of Massachusetts Lowell

ASEE Conference – June 2007 – Hawaii

TIME

FREQUENCY

ACCELEROMETER

IMPACT HAMMER

FORCE GAGEHAMMER TIP

FOURIERTRANSFORM

LVDT

DISPLACEMENT

ACCELERATION

DIGITALANALOG TO

DIGITIAL DATA ACQUISITION

NUMERICAL PROCESSINGINTEGRATION / DIFFERENTIATION

( )i1ii1i

1ii xx2yyII −++= +

+−

QUANTIZATIONSAMPLINGALIASINGLEAKAGEWINDOWS

DYNAMIC TESTINGPULLS ALL THE

PIECES TOGETHER !!!

TIME

FREQUENCY

X

Y

TRANSDUCERCALIBRATION

REGRESSION ANALYSIS

HAMMER TIP CHARACTERIZATION

FOURIER SERIES & FFT

m

k c

x(t) f(t)

SDOF DYNAMIC

MODEL APPROXIMATION

SYSTEM MODEL

100

10

1

ω/ωn

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

0

-90

-180ω/ω n

)t(fxkdtdxc

dtxdm 2

2

=++

DIFFERENT PULSE SHAPES

)ps(a

)ps(a)s(h *

1

*1

1

1

−+

−=

FREE BODY DIAGRAM& EQUATION OF MOTION

LAPLACE & TRANSFER FUNCTION

tsinem1)t(h d

t

d

ωω

= ζω−

FIRST & SECOND ORDER SYSTEMS

SIGNAL CONDITIONER RISE & SETTLING TIME

Page 2: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

2 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

The Problem

Students generally do not understand how basicSTEM (Science, Technology, Engineering and Math) material fits into all of their engineering courses

Relationship of basic material to subsequent courses is unclear to the student.

Practical relevance of the material is not clear.

Students hit the “reset button” after each course not realizing the importance of STEM material

Page 3: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

3 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

The Problem

Professor, why didn’t you tell us that the material covered in other courses was going to be really important for the work we need to do in this Dynamic Systems course ?

Student Comment:

Hmmmmm...

Professor Thoughts:

Student views material in a disjointed fashion

Professor clearly sees how pieces fit together

Page 4: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

4 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

How to Solve the Problem

A new multisemester interwoven dynamic systems project has been initiated

This is to better integrate the material from differential equations, mathematical methods, laboratory measurements and dynamic systems

This is done across several semesters/courses to help students better understand the relationship of basic STEM material to an ongoing problem

Page 5: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

5 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Some Key Components of This Work

Analytical Modeling Tools/GUIsWebsite and Online Acquisition System ProjectsIntegration/Differentiation w/contaminantsFourier Series using LabVIEWDesign of a Dynamic Measurement System1st and 2nd Order System Characterization(many additional smaller projects – see paper)

Page 6: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

6 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Webpage --- dynsys.uml.edu

Project OverviewTechnical PapersTutorialsOnline AcquisitionDownloadsAcknowledgementsPeople

Tutorials cover a wide assortment of integrated material – both paper tutorials with Matlab and Labview modules with voice annotated multimedia overviews

Page 7: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

7 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Webpage --- dynsys.uml.edu

Complete Imagemap of all materials available

Page 8: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

8 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Analytical Modeling Tools/GUIs

Theoretical Aspects of First and Second Order SystemsFirst Order Systems

- Modeling Step Response with ODE and Block DiagramSecond Order Systems

- Step, Impulse, Initial Condition with ODE and Block DiagramsMathematical Modeling Considerations

- Fourier Series, Integration/Differentiation, Regression AnalysisMiscellaneous Materials

- Simulink and MATLAB Primer Materials- LabVIEW Tutorial Materials- Virtual Measurement Modeling Simulations- Integration/Differentiation Considerations with Contamination

Page 9: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

9 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Analytical Modeling Tools/GUIs

MATLAB & LabVIEW

Page 10: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

10 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

COILLEAFEQ kkk += COILLEAFEQ kkk +=

Variable Mass

Variable Damping

Variable StiffnessImpact Force

Initial Displacement

System Characteristics Excitation

m

k c

x

Accelerometer LVDT

Measurement Devices

Online Measurement System

RUBEResponse Under Basic Excitation

Page 11: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

11 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

RUBE II

RUBEResponse Under Basic ExcitationRUBE I

Online Measurement System

Page 12: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

12 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Online Measurement System

RUBE

Page 13: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

13 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Online Measurement System

RUBE

System can be remotely run

Stiffness is changed for each run

Sampling rate can be set

Impact is availableInitial displacements – three inputs

LVDT and accelerometers can be turned on and off as desired

Data saved and captured to browser

Page 14: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

14 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Contaminants Cause Difficulty

Students learn with problems that make them think

Page 15: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

15 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Learn by Doing (not Listening)

Fourier series come to life with LabVIEW

Page 16: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

16 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Dynamic Measurement System Design

Integration of all material to design system

Cantilever Beam

Laser Measurement

Accelerometer

Strain Gage

Micrometer

Comparison of Non-Colocated Accelerometer, Laser and Strain GageApproximations of Tip Displacement of Cantilever

Page 17: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

17 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Dynamic Systems Projects

Projects integrated in with Lecture Material- Analytical project to force understanding of

ODE and Laplace along with MATLAB/Simulink- RUBE used to strengthen

understanding throughsystem identification on less that perfectmeasurements

- Filtering data through 1st order RC filter in Simulink

m

k c

x

Accelerometer LVDT

Page 18: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

18 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

Brief Summarizing Statements

Only a brief smattering of material presented here

The 30 page paper has much more material.

The website has a significant amount of material(tutorials, exercises, GUIs, etc)

along with the online measurement system

Page 19: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

19 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

This project is partially supported by NSF Engineering Education Division Grant EEC-0314875

Multi-Semester Interwoven Project for Teaching Basic Core STEM Material Critical for Solving Dynamic Systems Problems

Peter Avitabile, John White, Stephen Pennell

Acknowledgements

TIME

FREQUENCY

ACCELEROMETER

IMPACT HAMMER

FORCE GAGEHAMMER TIP

FOURIERTRANSFORM

LVDT

DISPLACEMENT

ACCELERATION

DIGITALANALOG TO

DIGITIAL DATA ACQUISITION

NUMERICAL PROCESSINGINTEGRATION / DIFFERENTIATION

( )i1ii1i

1ii xx2yyII −++= +

+−

QUANTIZATIONSAMPLINGALIASINGLEAKAGEWINDOWS

DYNAMIC TESTINGPULLS ALL THE

PIECES TOGETHER !!!

TIME

FREQUENCY

X

Y

TRANSDUCERCALIBRATION

REGRESSION ANALYSIS

HAMMER TIP CHARACTERIZATION

FOURIER SERIES & FFT

m

k c

x(t) f(t)

SDOF DYNAMIC

MODEL APPROXIMATION

SYSTEM MODEL

100

10

1

ω/ωn

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

0

-90

-180ω/ω n

)t(fxkdtdxc

dtxdm 2

2

=++

DIFFERENT PULSE SHAPES

)ps(a

)ps(a)s(h *

1

*1

1

1

−+

−=

FREE BODY DIAGRAM& EQUATION OF MOTION

LAPLACE & TRANSFER FUNCTION

tsinem1)t(h d

t

d

ωω

= ζω−

FIRST & SECOND ORDER SYSTEMS

SIGNAL CONDITIONER RISE & SETTLING TIME

Page 20: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

20 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

A special thanks to the students who have really been the driving force in making all this happen

Tracy Van Zandt, Nels Wirkkala, Wes Goodman and Jeffrey Hodgkins Mechanical Engineering DepartmentUniversity of Massachusetts Lowell

I could not have done any of this without their dedication and devotion

to making this all happen

I have the pleasure of working with them and having them contribute to this effort

Acknowledgements

Page 21: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

21 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

And to the additional studentswho have also participated

during the final year of the project

Adam Butland, Dana Nicgorski,Aaron Williams, Chris Chipman

Mechanical Engineering DepartmentUniversity of Massachusetts Lowell

They have also made significant contributions

to the overall project

I am very happy for theircontinued support and dedication

Acknowledgements

Page 22: AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS …faculty.uml.edu/.../papers/ASEE_2007/ASEE2007_2053_Session2666… · SDOF DYNAMIC MODEL APPROXIMATION SYSTEM MODEL 100 10 1 ω/ω n

22 Dr. Peter Avitabile, Associate ProfessorMechanical Engineering DepartmentIntegrating Undergraduate Dynamic Systems

ASEE Conference – June 2007 – Hawaii

AN INTEGRATED UNDERGRADUATE DYNAMIC SYSTEMS TEACHING METHODOLOGY UTILIZING ANALYTICAL AND

EXPERIMENTAL APPROACHES

Peter AvitabileMechanical Engineering DepartmentUniversity of Massachusetts Lowell

TIME

FREQUENCY

ACCELEROMETER

IMPACT HAMMER

FORCE GAGEHAMMER TIP

FOURIERTRANSFORM

LVDT

DISPLACEMENT

ACCELERATION

DIGITALANALOG TO

DIGITIAL DATA ACQUISITION

NUMERICAL PROCESSINGINTEGRATION / DIFFERENTIATION

( )i1ii1i

1ii xx2yyII −++= +

+−

QUANTIZATIONSAMPLINGALIASINGLEAKAGEWINDOWS

DYNAMIC TESTINGPULLS ALL THE

PIECES TOGETHER !!!

TIME

FREQUENCY

X

Y

TRANSDUCERCALIBRATION

REGRESSION ANALYSIS

HAMMER TIP CHARACTERIZATION

FOURIER SERIES & FFT

m

k c

x(t) f(t)

SDOF DYNAMIC

MODEL APPROXIMATION

SYSTEM MODEL

100

10

1

ω/ωn

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

ζ=0.1%

ζ=1%

ζ=2%

ζ=5%

ζ=10%

ζ=20%

0

-90

-180ω/ω n

)t(fxkdtdxc

dtxdm 2

2

=++

DIFFERENT PULSE SHAPES

)ps(a

)ps(a)s(h *

1

*1

1

1

−+

−=

FREE BODY DIAGRAM& EQUATION OF MOTION

LAPLACE & TRANSFER FUNCTION

tsinem1)t(h d

t

d

ωω

= ζω−

FIRST & SECOND ORDER SYSTEMS

SIGNAL CONDITIONER RISE & SETTLING TIME