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Reducing the risk of extreme wind induced
damage
Girma T. Bitsuamlak, PhD, PEng, F CSCE
Canada Research Chair in Wind Engineering, and Associate Professor,
Western Site Leader for SHARCNET,
Director (Research) at Boundary Layer Wind Tunnel Laboratory, and WindEEE Research Institute,
Department of Civil and Environmental Engineering, The University of Western Ontario (UWO)
September 20, 2019
1
Agenda
• Introduction
• Recent advances in Computational Wind Engineering (CWE)
• Hurricane impact assessment on individual and
group of buildings
• Tornado impact assessment on individual and
group of buildings
2
3
tornado
Hurricanes Source: NY Times
heat wave, energy consumption, UHI
flood
Climate stressors / consequences
“Last year, Canada’s insurers paid more than $1 billion in wind damage claims” - ICLR
AfterBefore
Two main tornadoes that struck Dunrobin-Gatineau and Nepean area categorized as EF2 and EF3. Loss estimate $300M
Recent extreme wind events in Canada: Dunrobin tornado
4
WindResearch@	Western
5
• Home	of	critical	mass	of	highly	experienced	wind	engineers,	
technicians	and	researchers;	four	modern	wind	test	
facilities;	and	dedicated	High	performance	computing	
center.	
• Boundary	Layer	Wind	Tunnel	Laboratory	
• The	Insurance	Research	Lab	for	Better	Homes
• The	Advanced	Facility	for	Avian	Research
• WindEEE Dome
• WindEEE cluster,	SHARCNET	and	SOSCIP
High performance computing
Prof. A.G. Davenport (1932–2009)
Alan G. Davenport “Wind Loading Chain”
6
Wind loading
Top floor acceleration
Deflection,
Pedestrian level wind
speed, etc.
AGD wind loading chain
7
8
WindEEE Dome
Recent Advances in Computational Wind
Engineering
9
Computational wind engineering: Driving factors
10
• Increased frequency of natural hazards
• Multi-scale (component, building, neighborhood), multi-physics (wind,
rain, snow, debris) and the wide range of temporal and spatial
atmospheric boundary layer flow scales (e.g. turbulence) limits the
applicability of experimental approaches
• Growth of computational power and algorithm development
• The need for accurate and timely wind-induced loss prediction
Climate models
Surface roughness from Lidar measurement
Wind
induced
dynamic
excitation
Interaction of the built environment with wind
Wind loading chain based on multi-scale and multi-physics CFD simulation
11
Roughness model
Damage prediction of individual and group of
buildings under hurricane
12
13
Hurricane impact assessment on individual and group of
buildings involves:
– Development of high-fidelity CFD models
– Validation of CFD models with wind tunnel test data
– Residential community modeling
– Modeling wind-driven rain ingress into residential buildings
14
CFD simulation of a full wind tunnel
Target wind tunnel test CAD model of wind tunnel
CFD simulation of full wind tunnel: turbulence structure
15
Roughness blocks
Spires
Barrier
Test section
16
CFD wind field comparison with wind tunnel
17
WT: NIST database test
at UWO
LES : current CFD
simulation
Validation of
surface
pressure
coefficients
18
UWO : NIST database test at UWO
LES : current Large Eddy Simulation
peak Cpmean Cp r.m.s Cp
Statistics of extreme
surface pressure
coefficients
• One of the neighborhoods monitored in Florida Coastal Monitoring Program in 2004
Neighbourhood scale simulations for a residential community in Florida
19
N
20
Wind
Neighbourhood scale simulations for a residential community in Florida
21
Wind
Wind pressure on a residential building with complex roof
22
Progressive failure under wind events
23
Progressive aerodynamics
C0) Building with secure
enclosure
C1) After damages to
windward windows
C3) After damages to side
windows, clearstory
C4) After damages to side
windows, roof, and leeward
windows
Study building, wind flow zones and progressive aerodynamics
24
Damage scenario and wind-driven rain intrusion
No damage Damaged garage door Damaged windward doors, windows,
and some portion of roof
Damaged external windows,
doors, and about half of the roof
☼
Florida neighbourhood in Hurricane Ivan of 2004
26
Damage scenario and wind-driven rain intrusion
Damaged garage door
Damaged windward doors, windows,
and some portion of roof
Damaged all external windows,
doors, and about half of the roof
Average rain fall used is 1.4 mm/hr and V10 = 3m/sec
27
Tornado impact assessment on individual and group
of buildings
• Numerical simulation of tornado-like wind-field
• Development of a generic numerical tornado model
• Interaction of tornado with a building
• A neighborhood scale assessment: Dunrobin tornado case study
28
Tornado impact assessment on individual and group of buildings involves:
29
Tornado-like flow field
Tornado flow-field
• Geometric: 𝑎 =
#$
%$
, 𝑟 = 𝑟', 𝑣) ≈ 0
• Kinematic: 𝑆 = [
./
.0.23
]%5%$
=	[
%$ 𝚪8
29)
]%5%:
• Dynamic: 𝑅𝑒% =
9
2=
30
Engineering tornado modeling
VorTECH (TTU) Tornado Simulator (ISU) WindEEE Dome (UWO)
Vortex evolution
Simplified CFD modelFull CFD model Experiment/CFD comparison Full/simplified
CFD comparison
VorTECH(TTU)TornadoSimulator(ISU)WindEEEDome(UWO)
32
Aerodynamic test results
(a) 0 ° (b) 30 °
(c) 60 ° (d) 90 °
𝐶𝑝 =
𝑃 − 𝑃'
1
2 ρ𝑣%FG
2
• 𝑃' is the reference atmospheric pressure
• 𝑣%FGis the mean tangential velocity at building height
Stationary tornado case Translating tornado case
33
Validation of building surface pressure distribution
External building Cp (CFD) External building Cp (WindEEE)
0° Orientation
34
Effect of topography on tornado flow-field
Synoptic flow
Tornadic flow
Steep-Hill
Flat ground
Tornado impact on Dunrobin neighborhood (EF3 tornado)
Courtesy: Northern tornadoes project (NTP) at UWO
36
Tornado impact on Dunrobin neighborhood (EF3 tornado)
AfterBefore
Dunrobin tornado wind field description
Thin, laminar appearing tornado in
nature (Manitoba, 2007) : single-
cell structure
Numerical simulations of laminar
appearing vortex obtained by
controlling swirl ratio
“Fuzzy”, turbulent appearing
tornado in nature (El-Reno, 2013)
: multi-cell structure
Numerical simulations of multi-
cell vortex obtained by
controlling swirl ratio
• Ideally: Doppler radar velocity measurements can be used as
target to calibrate numerical simulations
• In absence of Doppler radar: qualitative estimation of vortex
parameters (aspect ratio, swirl ratio)
• Aspect ratio: 0.5 (range in nature 0.1-0.9)
• Swirl ratio: 0.65-0.85 (qualitative inspection of available videos)
• Target core diameter at the ground level: ~250-300 m (same
order of magnitude as the damaged neighborhood)
• EF3 rating: 62.5 m/s to 73.6 m/s (3-sec gust)
Source: Environment Canada + NTP
• EF3 speed is set to 𝑣H + 𝑣J%3KLM3JNOK = 𝑣J3%PFJ
• Average translation speed
estimated 15 m/s (based on
damage length and duration)
• A representative time taken by
the vortex to travel through the
neighborhood (𝑡L = 40𝑠)
• EF scale wind speed converted
approximately from 3-s gust to a
40 s average to obtain target 𝑣H
for a stationary tornado during
calibration stage.
38
Donrobin model/physics setup
Stationary tornado wind field calibration
• EF-3 wind speed target (40-s average):53 m/s-62.5 m/s
• 𝑣H + 𝑣J%3KLM3JNOK5 𝑣J3%PFJ
• Average near ground tangential velocity: 38m/s -47.5 m/s
• Maximum near ground tangential velocity achieved (𝑣H,V3W) ~38m/s
• Near ground core diameter (𝑑Z)~300	m	(engulfing the neighborhood)
𝑣H,V3W
𝑑Z
40
Translating tornado over Dunrobin neighborhood
41
Wind borne debris
𝑈G =
𝜌V 𝑡𝐼𝑔
0.5𝜌3bc
Debris flight speed estimation (Wills et al.)
Debris specification Flight speed
Timber rod (d=10mm) 11 m/s
Timber sheet (100mm x 50 mm) 32 m/s
110 mm long wooden missile 30 m/s
20 mm stone missile 30 m/s
Debris classification
EF0 EF1
EF2 EF3 EF4
Tornado size picked based on U.S. Nuclear Regulatory Commission, Regulatory Guide 1.76,
Design-Basis Tornado and Tornado Missiles for Nuclear Power Plants, Revision 1, 2007.
• Current research team: Tibebu, Anwar, Meseret, Matiyas, Barilelo, Abiy, Kimberly, Anant,
Chris, Tsinuel, Eric, Matt, Hadil, Muna, Shea, Tewodros, Kenny, Cody, Shea, Kate,
Dagmawi
• All former graduate students, postdocs and visiting scholars
• Current collaborators: Fitsum from BCIT, Solomon from UBC, Popovski from
FPInnovation, Laxmi from McGill, Arindam from FIU, Kaoshan from Tongji, David from
McMaster, Shaker from Ryerson, Miriam from UWO, Martha from UWO and CEE faculty at
UWO
• Funding agencies - NSERC CRC, Discovery, CFI, CRD; OCE; and SOSCIP
• Industry supporters - FM Global, FPInnovations, IBM, Wausau Tile Inc., Theakston Inc.,
Kilmaat, and Stephenson Engineering
• Western’s Boundary Layer Wind Tunnel Laboratory, WindEEE Research Institute, and
SHARCNET
• Wind research group at UWO
• FIU, and UF
Acknowledgment
Reducing Extreme Wind Risk

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Reducing Extreme Wind Risk

  • 1. Reducing the risk of extreme wind induced damage Girma T. Bitsuamlak, PhD, PEng, F CSCE Canada Research Chair in Wind Engineering, and Associate Professor, Western Site Leader for SHARCNET, Director (Research) at Boundary Layer Wind Tunnel Laboratory, and WindEEE Research Institute, Department of Civil and Environmental Engineering, The University of Western Ontario (UWO) September 20, 2019 1
  • 2. Agenda • Introduction • Recent advances in Computational Wind Engineering (CWE) • Hurricane impact assessment on individual and group of buildings • Tornado impact assessment on individual and group of buildings 2
  • 3. 3 tornado Hurricanes Source: NY Times heat wave, energy consumption, UHI flood Climate stressors / consequences “Last year, Canada’s insurers paid more than $1 billion in wind damage claims” - ICLR
  • 4. AfterBefore Two main tornadoes that struck Dunrobin-Gatineau and Nepean area categorized as EF2 and EF3. Loss estimate $300M Recent extreme wind events in Canada: Dunrobin tornado 4
  • 5. WindResearch@ Western 5 • Home of critical mass of highly experienced wind engineers, technicians and researchers; four modern wind test facilities; and dedicated High performance computing center. • Boundary Layer Wind Tunnel Laboratory • The Insurance Research Lab for Better Homes • The Advanced Facility for Avian Research • WindEEE Dome • WindEEE cluster, SHARCNET and SOSCIP High performance computing
  • 6. Prof. A.G. Davenport (1932–2009) Alan G. Davenport “Wind Loading Chain” 6
  • 7. Wind loading Top floor acceleration Deflection, Pedestrian level wind speed, etc. AGD wind loading chain 7
  • 9. Recent Advances in Computational Wind Engineering 9
  • 10. Computational wind engineering: Driving factors 10 • Increased frequency of natural hazards • Multi-scale (component, building, neighborhood), multi-physics (wind, rain, snow, debris) and the wide range of temporal and spatial atmospheric boundary layer flow scales (e.g. turbulence) limits the applicability of experimental approaches • Growth of computational power and algorithm development • The need for accurate and timely wind-induced loss prediction
  • 11. Climate models Surface roughness from Lidar measurement Wind induced dynamic excitation Interaction of the built environment with wind Wind loading chain based on multi-scale and multi-physics CFD simulation 11 Roughness model
  • 12. Damage prediction of individual and group of buildings under hurricane 12
  • 13. 13 Hurricane impact assessment on individual and group of buildings involves: – Development of high-fidelity CFD models – Validation of CFD models with wind tunnel test data – Residential community modeling – Modeling wind-driven rain ingress into residential buildings
  • 14. 14 CFD simulation of a full wind tunnel Target wind tunnel test CAD model of wind tunnel
  • 15. CFD simulation of full wind tunnel: turbulence structure 15 Roughness blocks Spires Barrier Test section
  • 16. 16 CFD wind field comparison with wind tunnel
  • 17. 17 WT: NIST database test at UWO LES : current CFD simulation Validation of surface pressure coefficients
  • 18. 18 UWO : NIST database test at UWO LES : current Large Eddy Simulation peak Cpmean Cp r.m.s Cp Statistics of extreme surface pressure coefficients
  • 19. • One of the neighborhoods monitored in Florida Coastal Monitoring Program in 2004 Neighbourhood scale simulations for a residential community in Florida 19 N
  • 20. 20 Wind Neighbourhood scale simulations for a residential community in Florida
  • 21. 21 Wind Wind pressure on a residential building with complex roof
  • 22. 22
  • 23. Progressive failure under wind events 23 Progressive aerodynamics C0) Building with secure enclosure C1) After damages to windward windows C3) After damages to side windows, clearstory C4) After damages to side windows, roof, and leeward windows
  • 24. Study building, wind flow zones and progressive aerodynamics 24
  • 25. Damage scenario and wind-driven rain intrusion No damage Damaged garage door Damaged windward doors, windows, and some portion of roof Damaged external windows, doors, and about half of the roof ☼
  • 26. Florida neighbourhood in Hurricane Ivan of 2004 26 Damage scenario and wind-driven rain intrusion Damaged garage door Damaged windward doors, windows, and some portion of roof Damaged all external windows, doors, and about half of the roof Average rain fall used is 1.4 mm/hr and V10 = 3m/sec
  • 27. 27 Tornado impact assessment on individual and group of buildings
  • 28. • Numerical simulation of tornado-like wind-field • Development of a generic numerical tornado model • Interaction of tornado with a building • A neighborhood scale assessment: Dunrobin tornado case study 28 Tornado impact assessment on individual and group of buildings involves:
  • 29. 29 Tornado-like flow field Tornado flow-field • Geometric: 𝑎 = #$ %$ , 𝑟 = 𝑟', 𝑣) ≈ 0 • Kinematic: 𝑆 = [ ./ .0.23 ]%5%$ = [ %$ 𝚪8 29) ]%5%: • Dynamic: 𝑅𝑒% = 9 2=
  • 30. 30 Engineering tornado modeling VorTECH (TTU) Tornado Simulator (ISU) WindEEE Dome (UWO)
  • 31. Vortex evolution Simplified CFD modelFull CFD model Experiment/CFD comparison Full/simplified CFD comparison VorTECH(TTU)TornadoSimulator(ISU)WindEEEDome(UWO)
  • 32. 32 Aerodynamic test results (a) 0 ° (b) 30 ° (c) 60 ° (d) 90 ° 𝐶𝑝 = 𝑃 − 𝑃' 1 2 ρ𝑣%FG 2 • 𝑃' is the reference atmospheric pressure • 𝑣%FGis the mean tangential velocity at building height Stationary tornado case Translating tornado case
  • 33. 33 Validation of building surface pressure distribution External building Cp (CFD) External building Cp (WindEEE) 0° Orientation
  • 34. 34 Effect of topography on tornado flow-field Synoptic flow Tornadic flow Steep-Hill Flat ground
  • 35. Tornado impact on Dunrobin neighborhood (EF3 tornado) Courtesy: Northern tornadoes project (NTP) at UWO
  • 36. 36 Tornado impact on Dunrobin neighborhood (EF3 tornado) AfterBefore
  • 37. Dunrobin tornado wind field description Thin, laminar appearing tornado in nature (Manitoba, 2007) : single- cell structure Numerical simulations of laminar appearing vortex obtained by controlling swirl ratio “Fuzzy”, turbulent appearing tornado in nature (El-Reno, 2013) : multi-cell structure Numerical simulations of multi- cell vortex obtained by controlling swirl ratio • Ideally: Doppler radar velocity measurements can be used as target to calibrate numerical simulations • In absence of Doppler radar: qualitative estimation of vortex parameters (aspect ratio, swirl ratio) • Aspect ratio: 0.5 (range in nature 0.1-0.9) • Swirl ratio: 0.65-0.85 (qualitative inspection of available videos) • Target core diameter at the ground level: ~250-300 m (same order of magnitude as the damaged neighborhood) • EF3 rating: 62.5 m/s to 73.6 m/s (3-sec gust) Source: Environment Canada + NTP • EF3 speed is set to 𝑣H + 𝑣J%3KLM3JNOK = 𝑣J3%PFJ • Average translation speed estimated 15 m/s (based on damage length and duration) • A representative time taken by the vortex to travel through the neighborhood (𝑡L = 40𝑠) • EF scale wind speed converted approximately from 3-s gust to a 40 s average to obtain target 𝑣H for a stationary tornado during calibration stage.
  • 39. Stationary tornado wind field calibration • EF-3 wind speed target (40-s average):53 m/s-62.5 m/s • 𝑣H + 𝑣J%3KLM3JNOK5 𝑣J3%PFJ • Average near ground tangential velocity: 38m/s -47.5 m/s • Maximum near ground tangential velocity achieved (𝑣H,V3W) ~38m/s • Near ground core diameter (𝑑Z)~300 m (engulfing the neighborhood) 𝑣H,V3W 𝑑Z
  • 40. 40 Translating tornado over Dunrobin neighborhood
  • 41. 41 Wind borne debris 𝑈G = 𝜌V 𝑡𝐼𝑔 0.5𝜌3bc Debris flight speed estimation (Wills et al.) Debris specification Flight speed Timber rod (d=10mm) 11 m/s Timber sheet (100mm x 50 mm) 32 m/s 110 mm long wooden missile 30 m/s 20 mm stone missile 30 m/s Debris classification EF0 EF1 EF2 EF3 EF4 Tornado size picked based on U.S. Nuclear Regulatory Commission, Regulatory Guide 1.76, Design-Basis Tornado and Tornado Missiles for Nuclear Power Plants, Revision 1, 2007.
  • 42. • Current research team: Tibebu, Anwar, Meseret, Matiyas, Barilelo, Abiy, Kimberly, Anant, Chris, Tsinuel, Eric, Matt, Hadil, Muna, Shea, Tewodros, Kenny, Cody, Shea, Kate, Dagmawi • All former graduate students, postdocs and visiting scholars • Current collaborators: Fitsum from BCIT, Solomon from UBC, Popovski from FPInnovation, Laxmi from McGill, Arindam from FIU, Kaoshan from Tongji, David from McMaster, Shaker from Ryerson, Miriam from UWO, Martha from UWO and CEE faculty at UWO • Funding agencies - NSERC CRC, Discovery, CFI, CRD; OCE; and SOSCIP • Industry supporters - FM Global, FPInnovations, IBM, Wausau Tile Inc., Theakston Inc., Kilmaat, and Stephenson Engineering • Western’s Boundary Layer Wind Tunnel Laboratory, WindEEE Research Institute, and SHARCNET • Wind research group at UWO • FIU, and UF Acknowledgment