Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research...
Transcript of Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research...
![Page 1: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/1.jpg)
NSF award: CMMI 1612843
Example use of Research Tools
Adam Zsarnó[email protected]
https://simcenter.designsafe-ci.org/research-tools
![Page 2: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/2.jpg)
Objectives
• Demonstrate use-cases of our research tools
• Get feedback on existing features
• Collect requests for new features
2Adam Zsarnóczay [email protected]
![Page 3: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/3.jpg)
Research Tools
• quoFEM Uncertainty Quantification and Optimization
• EE-UQ Structural Response Estimation under Earthquakes
• WE-UQ Structural Response Estimation under Wind
• CWE CFD Analysis for a Building
• PBE Damage and Loss Assessment for a Building
• rWHALE Damage and Loss Assessment for an Urban Region
3Adam Zsarnóczay [email protected]
![Page 4: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/4.jpg)
Case study
example application: Buckling Restrained Braced Frames
1. Design an experiment quoFEM
2. Calibrate a numerical component model quoFEM
3. Simulate structural response EE-UQ
4. Estimate damage and losses PBE
4Adam Zsarnóczay [email protected]
![Page 5: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/5.jpg)
Case study
example application: Buckling Restrained Braced Frames
1. Design an experiment quoFEM
2. Calibrate a numerical component model quoFEM
3. Simulate structural response EE-UQ
4. Estimate damage and losses PBE
5Adam Zsarnóczay [email protected]
![Page 6: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/6.jpg)
Design an experiment quoFEM
setting: uniaxial cyclic load test of a Buckling Restrained Brace
objective: estimate maximum tension/compression during test
problem: some attributes of the specimen are not knownnew load protocol
6Adam Zsarnóczay [email protected]
?
![Page 7: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/7.jpg)
Design an experiment quoFEM
7Adam Zsarnóczay [email protected]
?
quoFEM: sample the joint distribution of uncertain attributessimulate the experiment; estimate max loads
![Page 8: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/8.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
8Adam Zsarnóczay [email protected]
![Page 9: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/9.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
9Adam Zsarnóczay [email protected]
γov 1.10 – 1.20
ω 1.35 – 1.75
β 1.01 – 1.30
ωiso 0.05 – 0.30
~ ω
~ ωβ
~ γov
![Page 10: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/10.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
10Adam Zsarnóczay [email protected]
![Page 11: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/11.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
11Adam Zsarnóczay [email protected]
disp_protocol.tcl
![Page 12: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/12.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
12Adam Zsarnóczay [email protected]
BRB_response.tcl
![Page 13: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/13.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
13Adam Zsarnóczay [email protected]
BRB_response.tcl
![Page 14: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/14.jpg)
Design an experiment quoFEM
First, through literature review get:
• conservative bounds for attributes
• simplified BRB model in OpenSees
Then, prepare:
• new load protocol
• script to simulate experiment
• script to extract max forces
14Adam Zsarnóczay [email protected]
postprocess.py
results.out
![Page 15: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/15.jpg)
Design an experiment quoFEM
15Adam Zsarnóczay [email protected]
simulation script
postproc. script
load the pre-defined scripts
![Page 16: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/16.jpg)
Design an experiment quoFEM
16Adam Zsarnóczay [email protected]
select the task
available methods for
forward propagation
- Latin Hypercube Sampling
- Monte Carlo Sampling
- Importance Sampling
- Gaussian Process Regression
![Page 17: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/17.jpg)
Design an experiment quoFEM
17Adam Zsarnóczay [email protected]
BRB_response.tcl
correlation matrix
supported distributions:
- Normal, Lognormal
- Uniform
- Beta
- Weibull
- Gumbel
![Page 18: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/18.jpg)
Design an experiment quoFEM
18Adam Zsarnóczay [email protected]
advanced users can
- specify their python interpreter
- edit working directories
![Page 19: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/19.jpg)
Design an experiment quoFEM
19Adam Zsarnóczay [email protected]
result visualization
scatterplots show sampled inputs and corresponding outputs
![Page 20: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/20.jpg)
Design an experiment quoFEM
20Adam Zsarnóczay [email protected]
result visualization
scatterplots show sampled inputs and corresponding outputs
and joint distributions
save results in csv file
![Page 21: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/21.jpg)
Design an experiment quoFEM
21Adam Zsarnóczay [email protected]
advanced visualization
and data processing
easy to load csv in
Python, MatLAB, or Excel
![Page 22: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/22.jpg)
Design an experiment quoFEM
22Adam Zsarnóczay [email protected]
advanced visualization
and data processing
joint distribution with marginals
![Page 23: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/23.jpg)
Design an experiment quoFEM
23Adam Zsarnóczay [email protected]
advanced visualization
and data processing
use scatter matrix to identify dependencies
![Page 24: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/24.jpg)
Design an experiment quoFEM
24Adam Zsarnóczay [email protected]
advanced visualization
and data processing
use color and marker size to visualize dependency on 3 parameters
marker size ~ gammaOv
![Page 25: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/25.jpg)
Design an experiment quoFEM
25Adam Zsarnóczay [email protected]
marker size ~ gammaOv
advanced visualization
and data processing
raw data is available for every simulation
![Page 26: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/26.jpg)
Design an experiment quoFEM
26Adam Zsarnóczay [email protected]
advanced visualization
and data processing
raw data is available for every simulation
![Page 27: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/27.jpg)
Case study
example application: Buckling Restrained Braced Frames
1. Design an experiment quoFEM
2. Calibrate a numerical component model quoFEM
3. Simulate structural response EE-UQ
4. Estimate damage and losses PBE
27Adam Zsarnóczay [email protected]
![Page 28: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/28.jpg)
Calibrate component model quoFEM
objective: calibrate Buckling Restrained Brace model parameters
problem: complex behavior, large number of material parameters
quoFEM: minimize error between simulation and reference result
28Adam Zsarnóczay [email protected]
![Page 29: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/29.jpg)
Calibrate component model quoFEM
Prepare:
• reference data from test results
• complex BRB model in OpenSees
• updated simulation script
• script with the objective function
29Adam Zsarnóczay [email protected]
![Page 30: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/30.jpg)
Calibrate component model quoFEM
Prepare:
• reference data from test results
• complex BRB model in OpenSees
• updated simulation script
• script with the objective function
30Adam Zsarnóczay [email protected]
reference.txt
![Page 31: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/31.jpg)
Calibrate component model quoFEM
Prepare:
• reference data from test results
• complex BRB model in OpenSees
• updated simulation script
• script with the objective function
31Adam Zsarnóczay [email protected]
![Page 32: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/32.jpg)
Calibrate component model quoFEM
Prepare:
• reference data from test results
• complex BRB model in OpenSees
• updated simulation script
• script with the objective function
32Adam Zsarnóczay [email protected]
BRB_response.tcl
![Page 33: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/33.jpg)
Calibrate component model quoFEM
Prepare:
• reference data from test results
• complex BRB model in OpenSees
• updated simulation script
• script with the objective function
33Adam Zsarnóczay [email protected]
postprocess.py
![Page 34: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/34.jpg)
Calibrate component model quoFEM
34Adam Zsarnóczay [email protected]
simulation script
postproc. script
load the pre-defined scripts
![Page 35: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/35.jpg)
Calibrate component model quoFEM
35Adam Zsarnóczay [email protected]
select the task
Gauss-Newton is a
gradient-based optimization method
we are also adding
Bayesian methods
for solving the inverse problem
![Page 38: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/38.jpg)
Calibrate component model quoFEM
38Adam Zsarnóczay [email protected]
result visualization
scatterplot shows convergence
![Page 40: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/40.jpg)
Case study
example application: Buckling Restrained Braced Frames
1. Design an experiment quoFEM
2. Calibrate a numerical component model quoFEM
3. Simulate structural response EE-UQ
4. Estimate damage and losses PBE
40Adam Zsarnóczay [email protected]
![Page 41: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/41.jpg)
Simulate structural response EE-UQ
41Adam Zsarnóczay [email protected]
objective: estimate interstory drifts and floor accelerationsin an earthquake scenario
problem: complex, computationally expensive calculations
EE-UQ: conveniently run simulations through DesignSafe
![Page 42: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/42.jpg)
Simulate structural response EE-UQ
42Adam Zsarnóczay [email protected]
Prepare:
• BRBF model in OpenSees
• ground motion records from PEER NGA2
![Page 43: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/43.jpg)
Simulate structural response EE-UQ
43Adam Zsarnóczay [email protected]
Prepare:
• BRBF model in OpenSees
• ground motion records from PEER NGA2
BRBF.tcl
![Page 44: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/44.jpg)
Simulate structural response EE-UQ
44Adam Zsarnóczay [email protected]
Prepare:
• BRBF model in OpenSees
• ground motion records from PEER NGA2
Records.txt
![Page 46: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/46.jpg)
Simulate structural response EE-UQ
46Adam Zsarnóczay [email protected]
simulation script
load the pre-defined simulation script
![Page 47: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/47.jpg)
Simulate structural response EE-UQ
47Adam Zsarnóczay [email protected]
load the selected ground motions
Records.txt
![Page 48: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/48.jpg)
Simulate structural response EE-UQ
48Adam Zsarnóczay [email protected]
custom analysis script
set up the analysis
![Page 51: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/51.jpg)
Simulate structural response EE-UQ
51Adam Zsarnóczay [email protected]
collect results from DesignSafe
![Page 54: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/54.jpg)
Case study
example application: Buckling Restrained Braced Frames
1. Design an experiment quoFEM
2. Calibrate a numerical component model quoFEM
3. Simulate structural response EE-UQ
4. Estimate damage and losses PBE
54Adam Zsarnóczay [email protected]
![Page 55: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/55.jpg)
Estimate damage and loss PBE
55Adam Zsarnóczay [email protected]
setting: damage and loss assessment of a BRBF
objective: estimate damage and losses in an earthquake scenario
problem: connect response estimation with loss assessmentdevelop and use a custom damage and loss model for BRBF
PBE: conveniently run the whole workflow using pelicun
![Page 56: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/56.jpg)
Estimate damage and loss PBE
56Adam Zsarnóczay [email protected]
Prepare:
• custom components for BRBF loss model
• building information
![Page 57: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/57.jpg)
Estimate damage and loss PBE
57Adam Zsarnóczay [email protected]
Prepare:
• custom components for BRBF loss model
• building information
B1033.111b.json
![Page 58: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/58.jpg)
Estimate damage and loss PBE
58Adam Zsarnóczay [email protected]
Prepare:
• custom components for BRBF loss model
• building information
B1033.111b.json
![Page 59: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/59.jpg)
Estimate damage and loss PBE
59Adam Zsarnóczay [email protected]
Prepare:
• custom components for BRBF loss model
• building information
replacement cost: $10,000,000
replacement time: 1000 days
population: 300
occupancy type: Commercial Office
types, quantities, locations of
structural components and
non-structural components
collapse modes and consequences
![Page 68: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/68.jpg)
Research Tools
• quoFEM Uncertainty Quantification and Optimization
• EE-UQ Structural Response Estimation under Earthquakes
• WE-UQ Structural Response Estimation under Wind
• CWE CFD Analysis for a Building
• PBE Damage and Loss Assessment for a Building
• rWHALE Damage and Loss Assessment for an Urban Region
68Adam Zsarnóczay [email protected]
![Page 69: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/69.jpg)
Objectives
• Demonstrate use-cases of our research tools
• Get feedback on existing features
• Collect requests for new features
69Adam Zsarnóczay [email protected]
![Page 70: Example use of Research Tools · 2019-09-27 · Objectives •Demonstrate use-cases of our research tools •Get feedback on existing features •Collect requests for new features](https://reader033.fdocuments.in/reader033/viewer/2022042417/5f3293f4e3da68774245ecfa/html5/thumbnails/70.jpg)
NSF award: CMMI 1612843
Example use of Research Tools
Adam Zsarnó[email protected]
https://simcenter.designsafe-ci.org/research-tools