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Trends and
Advancements for
Structural Performance
Naveed Anwar
The Towering Inferno (1974)
2
Structural Engineer advising the army and fire chief on strength and
safety of remining life structural members on site
3 3
Ancient masterpieces were built through intuition and experience
Master builders had freedom to dream and to realize them
4
Beginning of Structural
Engineering
• recognition of the loads,
• and fact that loads have an effect on members and
materials
• and that there is a resistance within materials to resist
the loads effects
• and that there is some relationship between them
1655-1705
5
Increasing
Understanding
6
Progression of Design Approaches
7
Recognizing Performance as a
Goal to be Achieved
8
Main Structural Performance Concerns
Stability and
integrity
01
Strength and
Servivbility
02
Deformation
03
Drift
04
Ductility
05
Energy
Dissipation
06
Motion
Perception
07
9
Innovation
Performance
can not be
achieved in
Isolation
10
From Prescription to
Performance
11
Don’t tell them
how to do
Tell them what
is expected
• Make concrete
• 1:2:4, W/C =0.6, Slump=50mm, ….
• Deliver concrete
• 70 MPA, high durability, low shrink, ..
12
A Move Towards Performance-based Approach
• Prescriptive Codes restrict
and discourage innovation Objective Requirements
Prescribed
Solution
Objective Requirements
Alternate
Solution
• Performance Based
approach encourages and
liberates innovation
13
Prescriptive Codes – A Shelter and an Impediment
• Public:
• Is my structure safe ?
• Structural Engineer:
• Not sure, but I did follow the “Code”
As long as engineers follow the code, they can be
sheltered by its provisions
14
PBD Approach
Owner
Will the building be safe?
Can I use the building
after the hazard?
How much will repair cost
in case of damage?
How long will it take to
repair?
Engineer
Free to choose solutions, but
ensure amount of yielding,
buckling, cracking, permanent
deformation, acceleration, that
structure, members and materials
experiences
Need a third party to ensure public safety
and realistic Performance
Guidelines
Peer Review
15
Specify Performance Expectance for Hazard Levels
15
Acceptance Criteria for Maximum Considered Earthquake
(MCE)
Item Value
Peak transient drift
(TBI, Page 71) , (LATBSDC,
Page 40)
Maximum of mean values shall not
exceed 3%.
Maximum drift shall not exceed 4.5%.
Residual drift
(TBI, Page 71) , (LATBSDC,
Page 40)
Maximum of mean values shall not
exceed 1%.
Maximum drift shall not exceed 1.5%.
Coupling beam inelastic
rotation
≤ASCE 41-13 limits
Column Inelastic Rotation ≤ASCE 41-13 limits
Shear wall reinforcement axial
strain
≤0.05 in tension and ≤0.02 in
compression
Shear wall shear Remain elastic. (Check for 1.5 times
mean value)
Girder inelastic rotation ≤ASCE 41-13 limits
Girders shear Remain elastic.
Force
Structural
Displacement
Immediate
Occupancy
(IO)
Life
Safety
(LS)
Collapse
Prevention
(CP)
16
100
200
300
meters
PBD of 100+ Tall Buildings
Gramercy
Residences
Stratford
Residences
Shang
Salcedo Place
Royalton
Tower
Discovery
Primea
One Shangri-la
Place (Tower
1&2)
Anchor
Grandsuites
Maven
Tower 1
Knightsbridge
Residences
Imperium
Tower
Park
Terraces
Tower
Garden
Tower
Shangri-la
at the
Fort
Trump
Tower
17
Designing for different
Hazards in Consistent Manner
18 18
▪ For most buildings, dynamic wind response may
be neglected
▪ Gust factor approach  predict dynamic
response of buildings with reasonable accuracy
▪ Structures are designed to respond elastically
under factored loads
▪ Structures are designed to respond inelastically
under factored loads
▪ it is not economically feasible to design structures
to respond elastically to earthquake ground
motion
Design for Seismic EffectsDesign for Wind Load
Earthquake and Wind PBD are Compatible!
19
Site specific Seismic Hazard
Study
Site specific Climate
Analysis
Various Earthquake levels
SLE, DBE, MCE etc
Various Wind Return
period and Velocities
Hazard Response Spectrum Wind Force in Frequency
Domain
Ground Motion Time
History
Wind Tunnel Pressure in
Time Domain
Earthquake Wind
20
A shift to Multi Hazard Approach
Extreme Hazzard Events
should be handled
Consistently
21
Earthquakes, Wind, Fire, Blast,
Progressive Collapse, Impact…
22
Key Focus for Structural Engineers
• Sensing and monitoring of built structures
and calibration of models
• Validation of modeling approaches for
wind and earthquake
• Improved protection, design guidelines
from multiple hazards
• Application of PBD across all hazards
23
Improvements in the
Tools of the Trade
Better analysis and design methods
and software
24
Design Procedures and Software
• Initially, computers were used to
program the procedure we had
• Now, we develop procedures that
are suited for computing
25
Analysis
Procedures
Non-Linear Response History Analysis (NLRHA)
Non-Linear Static Procedure (NSP)
Construction Sequence Analysis
Uncoupled Modal Response History Analysis
(UMRHA)—Chopra and Goel (2002)
Linear Response Spectrum Analysis (LRSA)
Linear Response History Analysis (LRHA)
NeedR
26
Open-source
and
Collaborative
systems
27
Popular Software for Structural Engineers
Integrated 3D Bridge Design Software
Integrated Software for Structural Analysis and Design
Integrated Analysis, Design and Drafting of Building Systems
Integrated Design of Flat Slabs, Foundation Mats and Spread Footings
Nonlinear Analysis and Performance Assessment for 3D Structures
Design of Simple and Complex Reinforced Concrete Columns
28
Developing Calibrated Models
For materials, sections,
connections, members…
A Rational Approach for Developing New Systems
Calibration of with Finite Element Analysis
Full 3D Finite Element Modeling of Typical Structures
Evaluate the Performance Acceptance of Real Sites
Experimental Study and Details
Calibration Process
Test Model FE Model
Connection to test
31 31
Localization for Site Specific Criteria
FoundationsResponse Spectrum
33
Sensing and Monitoring
Structures
Real Structures as Labs
34
Post Event Building Monitoring
35
Possible Applications
• Calibration of models using natural
periods
• Comparison of Seismic Hazard
• Extraction of Vibration Characteristics
from Recorded Data
• Damage Assessment after the Event
• Detailed Performance-based Seismic
Evaluation
36
Making Structures Smarter
In controlling hazards and
response
37
Why we need
“Smart Structures”
• Excitation fluctuates so Demand fluctuates
• But Capacity is constant
• Therefore level of safety is not consistent
• Typically capacity is designed based on “Peak” demand
• What if peak demand never comes > Uneconomical
• What if demand exceeds estimated peak > Un-safe
38
• Smart materials and memory alloys
• Energy Dissipating Systems
• Active or Passive Control Systems
• Health Monitoring Systems
• Data Acquisition System
39
The Wonderful Buckling Restrained Braces - BRB
40 40
Smart structures use smart devices and matersisl
to add some intelligence to adapt, react, adjust,
respond and handle multiple demands, and
levels as and when needed
Help to make the structures safer, specially for
earthquakes and strong winds
41
Bringing in AI and IT
into Structural Design
42
A Swing Towards the AI
• Rich Pictures
• Analytical Hierarchy Process (AHP)
• Artificial Neural Networks (ANN)
• Genetic Algorithms (GA)
• Expert Systems (ES)
• Machine Learning (ML)
• Fuzzy Logic
• Deep Thinking
• Big Data and Data Mining
43
Using AI in Structural Design Process
Architectural
Design
Preliminary
Sizing
Structural
Modeling
Structural
Analysis
Code Based
Design
Performance
Based Design
43
Iterative, computationally intensive and time consuming
45
CSI Apps for On-the go, Paperless Teaching/Learning
45
Faculty will create
activity and assign
students…
Student will work on the
activity and submit…
Faculty can view the results
of the submitted activities…
46
A Sample Course
47
A move towards Resilience
Recognizing that Purpose and impact
of Structures is More Important than
Structures
48
Linking Performance to other Indicators
48
Operational (O) Immediate Occupancy (IO) Life Safety (LS) Collapse Prevention (CP)
0 % Damage or Loss 99 %
Ref: FEMA 451 B
CasualtiesLowest Highest
Rehab Cost to Restore after eventLowest Highest
Retrofit Cost to Minimize ConsequencesHighest Lowest
Downtime for RehabLowest Highest
49
Overall Nonstructural Damage under both SLE and MCE
4.7%
0.6% 0.2%
3.9%
23.17%
3.01%
0.84%
19.32%
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
Total damage Architectural damage Mechanical and electrical
damage
Building content damage
Percentageofdamage
Service level earthquake Maximum considered earthquake
50Source: Arup, Supported by USRC and many others
Green Buildings Resilient Buildings
51ARUP
52
Recognizing that Structures
are Critical to Safety,
Resilience and Sustainability
of the Society
A Final Note
53
Can we make it safe, sustainable and resilient?
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Trends and Advancements for Structural Performance

  • 1. Trends and Advancements for Structural Performance Naveed Anwar
  • 2. The Towering Inferno (1974) 2 Structural Engineer advising the army and fire chief on strength and safety of remining life structural members on site
  • 3. 3 3 Ancient masterpieces were built through intuition and experience Master builders had freedom to dream and to realize them
  • 4. 4 Beginning of Structural Engineering • recognition of the loads, • and fact that loads have an effect on members and materials • and that there is a resistance within materials to resist the loads effects • and that there is some relationship between them 1655-1705
  • 7. 7 Recognizing Performance as a Goal to be Achieved
  • 8. 8 Main Structural Performance Concerns Stability and integrity 01 Strength and Servivbility 02 Deformation 03 Drift 04 Ductility 05 Energy Dissipation 06 Motion Perception 07
  • 11. 11 Don’t tell them how to do Tell them what is expected • Make concrete • 1:2:4, W/C =0.6, Slump=50mm, …. • Deliver concrete • 70 MPA, high durability, low shrink, ..
  • 12. 12 A Move Towards Performance-based Approach • Prescriptive Codes restrict and discourage innovation Objective Requirements Prescribed Solution Objective Requirements Alternate Solution • Performance Based approach encourages and liberates innovation
  • 13. 13 Prescriptive Codes – A Shelter and an Impediment • Public: • Is my structure safe ? • Structural Engineer: • Not sure, but I did follow the “Code” As long as engineers follow the code, they can be sheltered by its provisions
  • 14. 14 PBD Approach Owner Will the building be safe? Can I use the building after the hazard? How much will repair cost in case of damage? How long will it take to repair? Engineer Free to choose solutions, but ensure amount of yielding, buckling, cracking, permanent deformation, acceleration, that structure, members and materials experiences Need a third party to ensure public safety and realistic Performance Guidelines Peer Review
  • 15. 15 Specify Performance Expectance for Hazard Levels 15 Acceptance Criteria for Maximum Considered Earthquake (MCE) Item Value Peak transient drift (TBI, Page 71) , (LATBSDC, Page 40) Maximum of mean values shall not exceed 3%. Maximum drift shall not exceed 4.5%. Residual drift (TBI, Page 71) , (LATBSDC, Page 40) Maximum of mean values shall not exceed 1%. Maximum drift shall not exceed 1.5%. Coupling beam inelastic rotation ≤ASCE 41-13 limits Column Inelastic Rotation ≤ASCE 41-13 limits Shear wall reinforcement axial strain ≤0.05 in tension and ≤0.02 in compression Shear wall shear Remain elastic. (Check for 1.5 times mean value) Girder inelastic rotation ≤ASCE 41-13 limits Girders shear Remain elastic. Force Structural Displacement Immediate Occupancy (IO) Life Safety (LS) Collapse Prevention (CP)
  • 16. 16 100 200 300 meters PBD of 100+ Tall Buildings Gramercy Residences Stratford Residences Shang Salcedo Place Royalton Tower Discovery Primea One Shangri-la Place (Tower 1&2) Anchor Grandsuites Maven Tower 1 Knightsbridge Residences Imperium Tower Park Terraces Tower Garden Tower Shangri-la at the Fort Trump Tower
  • 17. 17 Designing for different Hazards in Consistent Manner
  • 18. 18 18 ▪ For most buildings, dynamic wind response may be neglected ▪ Gust factor approach  predict dynamic response of buildings with reasonable accuracy ▪ Structures are designed to respond elastically under factored loads ▪ Structures are designed to respond inelastically under factored loads ▪ it is not economically feasible to design structures to respond elastically to earthquake ground motion Design for Seismic EffectsDesign for Wind Load
  • 19. Earthquake and Wind PBD are Compatible! 19 Site specific Seismic Hazard Study Site specific Climate Analysis Various Earthquake levels SLE, DBE, MCE etc Various Wind Return period and Velocities Hazard Response Spectrum Wind Force in Frequency Domain Ground Motion Time History Wind Tunnel Pressure in Time Domain Earthquake Wind
  • 20. 20 A shift to Multi Hazard Approach
  • 21. Extreme Hazzard Events should be handled Consistently 21 Earthquakes, Wind, Fire, Blast, Progressive Collapse, Impact…
  • 22. 22 Key Focus for Structural Engineers • Sensing and monitoring of built structures and calibration of models • Validation of modeling approaches for wind and earthquake • Improved protection, design guidelines from multiple hazards • Application of PBD across all hazards
  • 23. 23 Improvements in the Tools of the Trade Better analysis and design methods and software
  • 24. 24 Design Procedures and Software • Initially, computers were used to program the procedure we had • Now, we develop procedures that are suited for computing
  • 25. 25 Analysis Procedures Non-Linear Response History Analysis (NLRHA) Non-Linear Static Procedure (NSP) Construction Sequence Analysis Uncoupled Modal Response History Analysis (UMRHA)—Chopra and Goel (2002) Linear Response Spectrum Analysis (LRSA) Linear Response History Analysis (LRHA) NeedR
  • 27. 27 Popular Software for Structural Engineers Integrated 3D Bridge Design Software Integrated Software for Structural Analysis and Design Integrated Analysis, Design and Drafting of Building Systems Integrated Design of Flat Slabs, Foundation Mats and Spread Footings Nonlinear Analysis and Performance Assessment for 3D Structures Design of Simple and Complex Reinforced Concrete Columns
  • 28. 28 Developing Calibrated Models For materials, sections, connections, members…
  • 29. A Rational Approach for Developing New Systems Calibration of with Finite Element Analysis Full 3D Finite Element Modeling of Typical Structures Evaluate the Performance Acceptance of Real Sites Experimental Study and Details
  • 30. Calibration Process Test Model FE Model Connection to test
  • 31. 31 31
  • 32. Localization for Site Specific Criteria FoundationsResponse Spectrum
  • 35. 35 Possible Applications • Calibration of models using natural periods • Comparison of Seismic Hazard • Extraction of Vibration Characteristics from Recorded Data • Damage Assessment after the Event • Detailed Performance-based Seismic Evaluation
  • 36. 36 Making Structures Smarter In controlling hazards and response
  • 37. 37 Why we need “Smart Structures” • Excitation fluctuates so Demand fluctuates • But Capacity is constant • Therefore level of safety is not consistent • Typically capacity is designed based on “Peak” demand • What if peak demand never comes > Uneconomical • What if demand exceeds estimated peak > Un-safe
  • 38. 38 • Smart materials and memory alloys • Energy Dissipating Systems • Active or Passive Control Systems • Health Monitoring Systems • Data Acquisition System
  • 39. 39 The Wonderful Buckling Restrained Braces - BRB
  • 40. 40 40 Smart structures use smart devices and matersisl to add some intelligence to adapt, react, adjust, respond and handle multiple demands, and levels as and when needed Help to make the structures safer, specially for earthquakes and strong winds
  • 41. 41 Bringing in AI and IT into Structural Design
  • 42. 42 A Swing Towards the AI • Rich Pictures • Analytical Hierarchy Process (AHP) • Artificial Neural Networks (ANN) • Genetic Algorithms (GA) • Expert Systems (ES) • Machine Learning (ML) • Fuzzy Logic • Deep Thinking • Big Data and Data Mining
  • 43. 43 Using AI in Structural Design Process Architectural Design Preliminary Sizing Structural Modeling Structural Analysis Code Based Design Performance Based Design 43 Iterative, computationally intensive and time consuming
  • 44.
  • 45. 45 CSI Apps for On-the go, Paperless Teaching/Learning 45 Faculty will create activity and assign students… Student will work on the activity and submit… Faculty can view the results of the submitted activities…
  • 47. 47 A move towards Resilience Recognizing that Purpose and impact of Structures is More Important than Structures
  • 48. 48 Linking Performance to other Indicators 48 Operational (O) Immediate Occupancy (IO) Life Safety (LS) Collapse Prevention (CP) 0 % Damage or Loss 99 % Ref: FEMA 451 B CasualtiesLowest Highest Rehab Cost to Restore after eventLowest Highest Retrofit Cost to Minimize ConsequencesHighest Lowest Downtime for RehabLowest Highest
  • 49. 49 Overall Nonstructural Damage under both SLE and MCE 4.7% 0.6% 0.2% 3.9% 23.17% 3.01% 0.84% 19.32% 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% Total damage Architectural damage Mechanical and electrical damage Building content damage Percentageofdamage Service level earthquake Maximum considered earthquake
  • 50. 50Source: Arup, Supported by USRC and many others Green Buildings Resilient Buildings
  • 52. 52 Recognizing that Structures are Critical to Safety, Resilience and Sustainability of the Society A Final Note
  • 53. 53 Can we make it safe, sustainable and resilient? View publication statsView publication stats