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MDOF Hybrid Shake Table Testing of Response Modification Devices Andreas Schellenberg, Ph.D., P.E. Shawn You, Ph.D., P.E. Stephen Mahin, Ph.D. NHERI Lehigh Researcher’s Workshop: Advanced Simulation for Natural Hazards Mitigation, Lehigh, December 5-6, 2016

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Page 1: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

MDOF Hybrid Shake Table Testing of Response Modification Devices

Andreas Schellenberg, Ph.D., P.E. Shawn You, Ph.D., P.E. Stephen Mahin, Ph.D.

NHERI Lehigh Researcher’s Workshop: Advanced Simulation for Natural Hazards Mitigation, Lehigh, December 5-6, 2016

Page 2: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh 2

1. Motivation 2. Hybrid Shake Table Testing 3. Stability and Accuracy Considerations 4. Test Rehearsal and Safety Precautions 5. Bridge Application 6. Building Application 7. Summary & Conclusions

Outline of Presentation

Page 3: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Motivation Many structures exhibit significant rate of

loading effects Need testing to occur at or near real time Large systems such as tall buildings, long-

span bridges, or SFSI are difficult to test on shake tables

Shaking Table Numerical Model

Hybrid Shake Table

Numerical Model Shaking Table

Hybrid Shake Table

3

Page 4: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Hybrid Shake Table Testing

4

Inertia Energy Dissipation Resistance

( ) ( ), , t⋅ + ⋅ + =rM u C u P u u u P

Page 5: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Hybrid Shake Table Configuration

Experimental Portion

Analytical Portion

Experimental Portion

Shake Table

Feed motion at top of analytical

portion into shake table

OpenFresco

Feed forces from load cells back into

hybrid model

LC LC

5

Tall Building Application

3 translational DOF + 3 rotational DOF

Page 6: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Hybrid Shake Table Configuration

6

Shake Table LC LC

Analytical Portion

OpenFresco

Structural Actuator

Experimental Portion

Isolators

Bridge Deck

Feed forces from load cells back into

hybrid model

Feed motion at top of analytical

portion into shake table

Long-Span Bridge Application 1 actuator DOF + 2 table DOF

Page 7: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Equations of Motion 1. Slow test

2. Rapid test

3. Real-time test

4. Smart shaking table test

7

Page 8: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Important Analysis Parameters OpenSees or OpenSeesSP as comp. driver Using AlphaOSGeneralized (ρinf = 0) Next time try KRAlphaExplicit method No iterations necessary Using MultipleSupport excitation pattern in

OpenSees to get absolute response Gravity loads on test specimen always

present apply gravity loads to numerical portion before connecting with shake table + apply disp. commands relative to start of test

8

Page 9: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

OpenSees Finite Element Model

OpenFresco Middleware

xPC-Target real-time Predictor-Corrector

Physical Specimen in Laboratory

MTS 469D Controller

Connecting to MTS 469D + FlexTest

9

TCP/IP or SCRAMNetGT

SCRAMNetGT

MTS FlexTest Controller

SCRAMNetGT

or

Page 10: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Improving Stability & Accuracy Delay compensation is essential for real-

time hybrid simulations (RTHS) Use Adaptive Time Series (ATS) delay

compensator (by Y. Chae) Modify ATS to use target velocities and

accelerations computed by predictor-corrector algorithm instead of taking derivatives of target displacements

Use stabilization and loop-shaping Sensor noise reduction by filtering fbk

10

Page 11: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Three-loop architecture

ATS delay compensator

filtering & noise reduction

TVC or other adv. ctrl. &

force balancing 11

Page 12: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Test Rehearsal

12

Use FE-Adapter element method to simultaneously connect hybrid model to a numerically simulated test specimen

OpenSees ExpElement

ExperimentalSetup

ECxPCtarget

LocalExpSite

Control System in Laboratory

Backend Server

Client

ShadowExpElement

ExperimentalSetup

ECSimFEAdapter

LocalExpSite

FE-Software

Backend Server

AdapterElement 0% 100%

Page 13: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Safety Precautions At analysis side

Set limit on displacement command (saturation and possibly rate limit)

Set limit on actuator force so that once the limit is exceeded, the analysis model sends displacement commands to ramp both table and actuator to starting positions

At controller side Set both displacement and force limits so that once

the limit is exceeded, the actuator pressure is switched to low, therefore, limiting the actuator force that can be applied to the specimen

13

Page 14: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Bridge Application

14

Four 2DOF Shake Tables

Page 15: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Shake Table + Structural Actuator

15

Page 16: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Hybrid Model Development

ExpBridge

Simplified Hybrid OpenSees Model of Bridge (Stage 2)

Soil

experimental bridge with partial bridge deck

weight Remaining numerical mass

Actual Bridge Configuration (with foundation + soil)

16

Page 17: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Experimental Setup Partial-weight bridge deck

Using table observer to get shear forces at bottom of columns (load cells would be better)

17

Page 18: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Movie of Test

18

Page 19: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Displ. Response Comparison

Time [sec]0 5 10 15 20 25 30 35 40

Rel

ativ

e D

ispl

acem

ent [

mm

]

-100

-50

0

50

100

150Displacement-Histories: Run094

Soil

Bridge Sim

Bridge Test

19

Accuracy is assessed using FFTs of tracking error Tracking Indicator (by Mercan and Ricles) RMS Error histories Comparison with purely numerical simulation

Page 20: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Force Response Comparison

Time [sec]

0 5 10 15 20 25 30 35 40

Forc

e Fe

edba

ck [k

N]

-200

-150

-100

-50

0

50

100

150

200

250Force-Histories: Run094

Table daq Sim

Act daq Sim

Table daq Test

Act daq Test

20

Page 21: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Delay Assessment

Time [sec]0 5 10 15 20 25 30 35 40 45

Disp

lace

men

t [m

m]

-80

-60

-40

-20

0

20

40

60

80

100

120Error between Measured and Target Displacements from xPC-Target: DOF 01

target

measured

measured (shifted by -0 msec)

error

21

Page 22: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Building Application

22

One 6DOF Shake Table

Page 23: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

PEER Shake Table Facility 20 ft x 20 ft table size Still the largest 6 DOF shake

table in the US Can test structures, weighing

100,000 lbs, to horizontal accelerations of 1.5 g

+/- 5 in. horizontal displacement capacity

+/- 2 in. vertical displacement capacity

+/- 40 in./sec velocity capacity

23

Page 24: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Triple Friction Pendulum Bearings

24

L1 (in.) L2 (in.) L3 (in.)

2.175 17.17 17.17

T1 (s) T2 (s) T3 (s)

0.67 1.41 1.87

Page 25: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Analytical Substructure Parameters

25

Numerical Substructure

Experimental Superstructure

(with TFP bearings)

15-DOF Shear Building Wtmd = 53 kip Wbldg = 450 kip fx1 = 1 Hz fy1 = 1.25 Hz fz1 = 9.8 Hz

Numerical Substructure

Experimental Superstructure

(with TFP bearings)

3-DOF Equivalent Model Wtmd = 53 kip Wbldg = 0.886*450 kip fx1 = 1 Hz fy1 = 1.25 Hz fz1 = 11 Hz

Models without rotational DOF

Model B Model C

Page 26: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Analytical Substructure Parameters

26

Numerical Substructure

Experimental Superstructure

(with TFP bearings)

30-DOF Flexural Building Wtmd = 53 kip Wbldg = 450 kip fx1 = 1 Hz fy1 = 1.25 Hz fz1 = 9.8 Hz

Numerical Substructure

Experimental Superstructure

(with TFP bearings)

5-DOF Equivalent Model Wtmd = 53 kip Wbldg = 0.849*450 kip fx1 = 1 Hz fy1 = 1.25 Hz fz1 = 11 Hz

Models with rotational DOF

Model D not tested yet

Page 27: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Analytical Substructure Parameters Tall Building Model E

30-DOF Shear Building Wtmd = 53 kip Wbldg = 63000 kip SF = 120 SL = sqrt(SF) SI = SL^4 ST = sqrt(SL) SV = SL/ST fx1 = 0.27 Hz Tx1 = 3.7 sec

27

Page 28: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Movie of Test

28

Page 29: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

0 5 10 15 20 25 30 35 40 45

Time [sec]

-40

-30

-20

-10

0

10

20

30

40

50

60

Disp

lace

men

t [m

m]

Error between Measured and Target Displacements from xPC-Target: DOF 01

target

measured

measured (shifted by 0 msec)

error

Delay Assessment

29

Page 30: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

0 5 10 15 20 25 30 35 40 45

Time [sec]

-60

-40

-20

0

20

40

60

80

100

Disp

lace

men

t [m

m]

Error between Measured and Target Displacements from xPC-Target: DOF 02

target

measured

measured (shifted by 0 msec)

error

Delay Assessment

30

Page 31: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

0 5 10 15 20 25 30 35 40 45

Time [sec]

-20

-15

-10

-5

0

5

10

15

20

25

Disp

lace

men

t [m

m]

Error between Measured and Target Displacements from xPC-Target: DOF 03

target

measured

measured (shifted by -2 msec)

error

Delay Assessment

31

Page 32: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Tracking Indicator & NRMSE[%]

0 5 10 15 20 25 30 35 40 45

Time [sec]

-40

-20

0

20

40

60

80

Trac

king

Indi

cato

r [m

m2

]

Tracking Indicator from xPC-Target: DOF 01

H1

H2

V

32

Model H1 H2 V R1 R2

B 0.08 0.05 0.26 - -

C 0.09 0.06 0.79 - -

D 0.09 0.05 - 0.80 1.64

E 0.11 - - - -

Page 33: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Filtering of Force Feedback

0 5 10 15 20 25 30

Time [sec]

-10

-5

0

5

10

P(tim

e)

no Notch filters

with Notch filters

0 10 20 30 40 50 60 70 80 90 100

Frequency [Hz]

10 -4

10 -2

10 0

P(fr

eq)

no Notch filters

with Notch filters

33

Future work required Investigate other

filtering techniques Investigate Kalman

filtering techniques (can this be applied to force feedbacks using an predictive analysis model in parallel?)

Page 34: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Building Response Modification

0 5 10 15 20 25 30 35 40

Time [sec]

-2

-1

0

1

2

3

Dis

plac

emen

t [in

.]

Ground Level

Roof Level with TMD

Roof Level w/o TMD

10 -1 10 0 10 1

Frequency [Hz]

0

0.2

0.4

0.6

0.8

1

1.2

1.4Ps

eudo

Acc

eler

atio

n [g

]Ground Level

Roof Level with TMD

Roof Level w/o TMD

34

Page 35: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Summary & Conclusions Ability to drive a MDOF shake table

through a finite element model Shake table platform can thus represent a

floor or the roof of a building, the motion on top of a bridge column, or the ground surface on top of a soil domain

Performed large-scale RTHS where a shake table is combined with a dynamic structural actuator applied to a bridge

Ability to perform parameter studies

35

Page 36: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

NHERI EF Workshop, Lehigh

Summary & Conclusions Use whenever the dynamics of the test

specimen significantly affects the response of the supporting structure or soil and, therefore, alters the required input to the shake table as testing progresses

ATS delay compensator worked very well Need to further investigate sensor noise

reduction methods to improve feedback signals (look into Kalman filters)

36

Page 37: MDOF Hybrid Shake Table Testing of Response Modification ...openfresco.berkeley.edu/.../MDOF-hybrid-shake-table... · Hybrid Shake Table Configuration . 6 . Shake Table . LC . LC

Questions? Thank you!

http://openfresco.berkeley.edu

NHERI Lehigh Researcher’s Workshop: Advanced Simulation for Natural Hazards Mitigation, Lehigh, 12/5-12/6/2016