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Sustainability of tall buildings:
structural design and intelligent technologies
Konstantinos Gkoumas Dipartimento di Ingegneria Strutturale e Geotecnica
July 11 2014
Dipartimento di Ingegneria Strutturale e Geotecnica
Faculty of Architecture (Room11B), Via Antonio Gramsci 53, Rome
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 2
Personal profile
Appointments
2011-present Research Fellow (PostDoc), Department of Structural and Geotechnical Engineering
- Sapienza University of Rome. Research on dependability and energy harvesting
for structures and infrastructures.
2009-ā€™10 Postdoctoral Fellow (German Academic Exchange Service), Institut fĆ¼r Numerische
und Angewandte Mathematik, UniversitƤt Gƶttingen, Germany.
2005-ā€™08 Professional Engineer (part-time) at Co.Re. Ingegneria Srl., Rome.
2004-ā€™07 PhD Student, Department of Hydraulics, Transportation and Roads - Sapienza
University of Rome.
Sustainability of tall buildings:
structural design and intelligent technologies
Page 3
Sustainability
Overview
SUSTAINABILITY
SOCIAL
ENVIRONMENTAL
ECONOMIC
SUSTAINABLE DEVELOPMENT:
ā€œDevelopment that meets the needs of the
present without compromising the ability of
future generations to meet their own needs.ā€
(Brundtland Commission, 1987)
Konstantinos Gkoumas
11/07/2014
Steel Material
ā€¢ 40% of resources
from recycling
ā€¢ Manufacturing
process with
controlled
environmental
impact
ā€¢ Material durability
ā€¢ High recycling rate
Construction
Phase
ā€¢ prefabrication/
offsite manufacture
Design and Service Life
ā€¢ Weight reduction of structure
ā€¢ Creation of versatile spaces
ā€¢ Longevity and robustness of
steel components
ā€¢ Simple incorporation of
renewable energy generation
systems
End of Life
ā€¢ Easy dismantling
ā€¢ Reusability/Reciclability
Source: Foster + Partners Hearst Tower USA, 2000 - 2006
Sustainability of tall buildings:
structural design and intelligent technologies
Page 4
SUSTAINABILITY
IN
STRUCTURES
Material
Used
Resource
Efficient
Site
Planning
Non
Pollution
Energy
Efficiency
Structural
Form
Sustainability
Use of steel and structural form
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 5
SUSTAINABILITY
IN
STRUCTURES
Material
Used
Resource
Efficient
Site
Planning
Non
Pollution
Energy
Efficiency
Structural
Form
Sustainability
Building automation and energy harvesting
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 6
SUSTAINABILITY
IN
STRUCTURES
Material
Used
Resource
Efficient
Site
Planning
Non
Pollution
Energy
Efficiency
Structural
Form
Sustainability
Diagrid, building automation and energy harvesting
Diagrid: double faƧade - chimney effect
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 7
Sustainability
Tall buildings
Ali, M. M., Moon, K. S. (2007). Structural Development in Tall Buildings: Current Trends and Future Prospects.
Architectural Science Review, Vol. 50, pp. 205-223.
Interior structures
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 8
Sustainability
Tall buildings
Ali, M. M., Moon, K. S. (2007). Structural Development in Tall Buildings: Current Trends and Future Prospects.
Architectural Science Review, Vol. 50, pp. 205-223.
Interior structuresExterior structures
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 9
Diagrid structure
Diagrid module
Mele, E., Toreno, M., Brandonisio, G. and Del Luca, A. (2014). Diagrid structures for tall buildings: case studies and design
considerations. The Structural Design of Tall and Special Buildings. Wiley Online Library, Vol. 23, No. 2, pp. 124-145.
effect of gravity load
effect of overturning moment
effect of shear force
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 10
Diagrid structure
Initial configuration and diagrid schemes
Outrigger Structure Diagrid Structures
42Ā° 60Ā° 75Ā°
160m
36 m
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 11
Original Structure:
Outrigger
Improved Structure:
Diagrid
Perimetral
Structure
Internal
Structure
Diagrid structure
Structural configuration
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 12
SLS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y
COMB5 1 1 1 0,7 0,5 1 - - -
COMB6 1 1 1 0,7 0,5 - 1 - -
COMB7 1 1 1 0,7 0,5 - - 1 -
COMB8 1 1 1 0,7 0,5 - - - 1
ULS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y
COMB5 1,3 1,3 1,3 1,05 0,75 1,5 - - -
COMB6 1,3 1,3 1,3 1,05 0,75 - 1,5 - -
COMB7 1,3 1,3 1,3 1,05 0,75 - - 1,5 -
COMB8 1,3 1,3 1,3 1,05 0,75 - - - 1,5
Acronym Description Color
Outrigger Outrigger Structure
Diagrid
42Ā°
Diagrid Structure with inclination
of diagonal members of 42Ā°
Diagrid
60Ā°
Diagrid Structure with inclination
of diagonal members of 60Ā°
Diagrid
75Ā°
Diagrid Structure with inclination
of diagonal members of 75Ā°
Outrigger 42Ā° 60Ā° 75Ā°
P
(ton)
8052 6523 5931 5389
Saving
(%)
- 19 26 33
0
1000
2000
3000
4000
5000
6000
7000
8000
9000
P(ton)
Weight
Diagrid structure
Analyses and comparisons
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 13
Diagrid structure
Modal analysis
T1 T2 T3 T4 T5 T6
Outrigger 3.7 3.6 2.5 1.2 1.1 0.8
Diagrid 42Ā° 3.1 3.1 1.7 1.0 1.0 0.8
Diagrid 60Ā° 3.3 3.3 1.9 1.0 1.0 0.9
Diagrid 75Ā° 3.7 3.6 2.8 1.3 1.2 1.2
0.00
0.50
1.00
1.50
2.00
2.50
3.00
3.50
4.00
T(s)
First six periods
Traslational
in Y
direction
Traslational
in X
direction
Rotational
around Z
axis
Traslational
in Y
direction
Traslational
in X
direction
Rotational
around Z
axis
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 14
Diagrid structure
SLS - load combinations
SLS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y
COMB5 1 1 1 0,7 0,5 1 - - -
COMB6 1 1 1 0,7 0,5 - 1 - -
COMB7 1 1 1 0,7 0,5 - - 1 -
COMB8 1 1 1 0,7 0,5 - - - 1
HORIZONTAL
DISPLACEMENTS
COMB
Outrigger
Diagrid42Ā°
Diagrid60Ā°
Diagrid75Ā°
Acronym Description Color
Outrigger Outrigger Structure
Diagrid
42Ā°
Diagrid Structure with inclination of
diagonal members of
42Ā°
Diagrid
60Ā°
Diagrid Structure with inclination of
diagonal members of
60Ā°
Diagrid
75Ā°
Diagrid Structure with inclination of
diagonal members of
75Ā°
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 15
Diagrid structure
Horizontal displacements
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35
0
16
32
48
64
80
96
112
128
144
160
U1 (m)
Z(m)
Diagrid 42Ā° Diagrid 60Ā° Outrigger Diagrid 75Ā° SLS limit
Outrigger
Diagrid42Ā°
Diagrid60Ā°
Diagrid75Ā°
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 16
Diagrid structure
ULS - load combinations, pushover
Outrigger
Diagrid42Ā°
Diagrid60Ā°
Diagrid75Ā°
Acronym Description Color
Outrigger Outrigger Structure
Diagrid
42Ā°
Diagrid Structure with inclination of
diagonal members of
42Ā°
Diagrid
60Ā°
Diagrid Structure with inclination of
diagonal members of
60Ā°
Diagrid
75Ā°
Diagrid Structure with inclination of
diagonal members of
75Ā°
ULS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y
DEAD 1 - - - - - - - -
VERT 1 1 1 - - - - - -
+STATIC PUSHOVER FORCES
PUSHOVER
DEAD VERT
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 17
Diagrid structure
COMB 5 U.L.S.
DIAGRID
42Ā°
DIAGRID
60Ā°
DIAGRID
75Ā°
Diagrid 42Ā° Interior Columns
3%
97%
Shear
Interior
Columns
Diagrid
11%
89%
Normal
Interior
Columns
Diagrid
2%
97%
1%
Shear
Interior
Columns
Diagrid/
Edge
Columns
11%
45%
44%
Normal
Interior
Columns
Diagrid/
Edge
Columns
5%
95%
Shear
Interior
Columns
Diagrid
7%
93%
Normal
Interior
Columns
Diagrid
Diagrid 60Ā°
Diagrid 75Ā°
Interior Columns
Interior Columns
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 18
Diagrid structure
Diagrid 60Ā°: Pushover (YZ Sections)
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5
F(kN)
U1 (m)
Pushover
Step25
Step28
Step37
Step44
Step51
Step67
Step 67Step 51Step 44Step 37Step 25
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 19
Diagrid structure
Diagrid 60Ā°: Pushover+Vert (YZ Sections)
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5
F(kN)
U1 (m)
Pushover+Vert
Step11
Step16
Step39
Step47
Step55
Step 47 Step 55Step 39Step 11
VERT
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 20
Diagrid structure
Comparison of capacity curves
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5
F(kN)
U1 (m)
Pushover
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5
U1 (m)
Pushover+Vert
Outrigger
Diagrid
42Ā°
Diagrid
60Ā°
Diagrid
75Ā°
0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5
U1 (m)
Pushover+Dead
DEAD VERT
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 21
Diagrid structure
Definition of significant properties
R=Fmax
(Strength)
K=Fy/Dy
(Stiffness)
m=Dmax/Dy
(Ductility)
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 22
Diagrid structure
Comparison of significant properties
Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā°
Pushover+Vert Pushover+Vert Pushover+Vert Pushover+Vert
Strength
(R) ā€“ kN
94775 110185 104972 97131
Stiffness
(K) ā€“ kN/m
77143 80615 71306 60897
Ductility
(m)
1,535 3,587 5,681 2,564
Weight
(P) - Ton
8052 6523 5931 5389
Weighted average (W.A.) of significant properties
Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā°
Pushover+Vert Pushover+Vert Pushover+Vert Pushover+Vert
Strength
(R) ā€“ kN
94775 110185 104972 97131
Stiffness
(K) ā€“ kN/m
77143 80615 71306 60897
Ductility
(m)
1,535 3,587 5,681 2,564
Weight
(P) - Ton
8052 6523 5931 5389
W.A. 4,20 5,97 7,25 5,08
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 23
Diagrid structure
Comparison of Mechanical Properties
0
0.5
1
1.5
2
2.5
3
3.5
4
R/R0
K/K0
m/m0
1,2 ((P0-
P)/P0+1)
Pushover+Vert
Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā°
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 24
Diagrid structure
Diagrid 60Ā°: Robustness checks
D1,L1
D1,L2
D2,L1
D2,L2
D3,L1
D3,L2
0
20000
40000
60000
80000
100000
120000
140000
0 0.5 1 1.5 2 2.5 3
F(kN)
U1 (m)
Pushover
D1,L1
D1,L2
D2,L1
D2,L2
D3,L1
D3,L2
INTATTA
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 25
Diagrid
Future research ā€“ apply simplified robustness indexes (1)
Olmati, P., Gkoumas, K., Brando, F. and Cao, L., (2013). Consequence-based robustness assessment of a steel truss bridge.
Steel and Composite Structures, Vol. (14), No (4), pp. 379-395.
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 26
Diagrid
Future research ā€“ apply simplified robustness indexes (2)
Kun Ī»i
un
Eigenvalues
Kdam Ī»i
dam
Consequence factor
Robustness index
Nafday, A.M. (2011), ā€œConsequence-based structural design approach for black swan eventsā€, Structural Safety, Vol. 33, No.
(1), pp. 108-114.
Olmati, P., Gkoumas, K., Brando, F. and Cao, L., (2013). Consequence-based robustness assessment of a steel truss bridge.
Steel and Composite Structures, Vol. (14), No (4), pp. 379-395.
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 27
Diagrid
Future research ā€“ apply simplified robustness indexes (3)
d1
d2d3
d4
d5
d7
d6
37
59
42 45
35 38
23
63
41
58 55
65 62
77
0
20
40
60
80
100
1 2 3 4 5 6 7
Robustness%
Scenario
Cf max Robustness
42 45
35 38
23
58 55
65 62
77
3 4 5 6 7
Scenario
Cf max Robustness
83 87 88
53
60
86
64
17 13 12
47
40
14
36
0
20
40
60
80
100
1 2 3 4 5 6 7
Robustness%
Scenario
Cf max Robustness
Damage scenario Damage scenario
d3 d4 d5 d6 d7 d1 d2 d3 d4 d5 d6 d7
Pier 6Pier 7
North
Pier 6
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 28
Energy harvesting
Introduction
Fonte:
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 29
Energy Harvesting (EH) can be defined as the sum of all those
processes that allow to capture the freely available energy in the
environment and convert it in (electric) energy that can be used or
stored.
Resources
Sun
Water
Wind
Temperature differential
Mechanical vibrations
Acoustic waves
Magnetic fields
Extraction systems
Magnetic Induction
Electrostatic
Piezoelectric
Photovoltaic
Thermal Energy
Radiofrequency
Radiant Energy
Energy harvesting
Sources
Harvesting Conversion
Use
Storage
Energy harvesting is the process of extracting energy from the environment or
from a surrounding system and converting it to useable electrical energy.
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 30
Image courtesy of
enocean-allianceĀ®
http://www.enocean-alliance.org
Energy sustainability
BAS (Building Automation Systems)
ā€¢ EH devices are used for powering remote monitoring sensors (e.g. temperature
sensors, air quality sensors), also those placed inside heating, ventilation, and air
conditioning (HVAC) ducts.
ā€¢ These sensors are very important for the minimization of energy consumption in
large buildings
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 31
Energy sustainability
BAS (Building Automation Systems)
Currently:
ā€¢ Power is provided by batteries or EH devices based on thermal or RF methods
ā€¢ Sensors work intermittently (to consume less power ~ 100ĀµW)
An EH sensor based on piezoelectric material has several advantages being capable to
provide up to 10-15 times more power than currently used devices leading to additional
applications or longer operation time.
Image courtesy of
enocean-allianceĀ®
http://www.enocean-alliance.org
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 32
Piezoelectric energy harvesting
Design of a piezoelectric bender - issues
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 33
Piezoelectric energy harvesting
Piezoelectric bender with tip mass
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 34
Piezoelectric bender
Principal bibliography
Weinstein, L. A., Cacan, M. R., So, P. M. and Wrigth, P. K.
(2012). Vortex shedding induced energy harvesting from
piezoelectric materials in heating, ventilation and air
conditioning flows. Smart Materials and Structures. Vol. 21,
10pp.
Wu, N., Wang, Q. and Xie, X. (2013). Wind energy
harvesting with a piezoelectric harvester. Smart Materials
and Structures, Vol. 22, No. 9.
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 35
Piezoelectric energy harvesting
The vortex shedding effect
A body, immersed in a current
flow, produces a wake made of
vortices that periodically detach
alternatively from the body itself
with a frequency ns.
AVOID THE DRAWBACK: By setting the aerodynamic fin to undergo in VS regime it is possible to obtain the
maximum efficiency in terms of energy extraction
CNR-DT 207/2008
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 36
Design of a bender made of a certain material with a
piezoelectric patch, which can experiment the resonance
(lock-in) with the external force deriving from the
Vortex Shedding phenomenon.
The lock-in conditions produce the highest level of power.
Dimensions
Materials
Configurations
Dimensions
Added mass
Design points
Piezoelectric bender
Parametric analyses
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 37
Piezoelectric bender
Parametric analyses
LEAD ZIRCONATE TITANATE
Density Ļ 7800 kg/m3
Young Modulus E 6.6 x103 N/m2
Poisson ratio Ļ… 0.2
Relative dielectric
constant kT
3
1800
Permittivity Īµ 1.602 x10-8 F/m
Piezoelectric constant
d31
-190 x10-12 m/V (C/N)
ELEMENTS DIMENSIONS VALUES (m)
BENDER
l 0.06Ć·0.2 m
b 0.001Ć·0.08 m
d 0.02Ć·0.05 m
a 0.01
PIEZOELECTRIC
PATCH
l1 0.0286
b1 0.0017
d1 0.0127
ADDED MASS
l2 variable
b2 0.01
d2 d
MATERIAL E (N/m2) Ļ (kg/m3)
Aluminum
Lead
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 38
Piezoelectric bender
Voltage output for different bender lengths
-6
-5
-4
-3
-2
-1
0
1
2
3
4
5
6
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
Ī”V2(V)
t (s) (x10-3)
Ī”V2 (Length)
l=0.15
l=0.16
l=0.17
l=0.18
l=0.19
l=0.20
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 39
0
2
4
6
8
10
12
0.02 0.03 0.04 0.05
CriticalVelocity(m/s)
d (m)
Critical Velocity (Width)
The Critical Velocity increases
with the thickness and the width, it
decreases with the length.
0
5
10
15
20
0.001 0.002 0.003 0.004 0.005 0.006 0.007 0.008
CriticalVelocity(m/s)
b (m)
Critical Velocity (Thickness)
0
10
20
30
40
50
60
0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2
CriticalVelocity(m/s)
l (m)
Critical Velocity (Length)
Piezoelectric bender
Parametric analyses
Operational velocity range
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 40
Piezoelectric bender
Mass (material) parametric analyses ā€“ aluminum bender
High frequencies
High critical
velocities
Operational velocity range
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 41
Piezoelectric bender
Tip-mass parametric analyses
0.00
0.01
0.02
0.03
0.04
0.05
0.06
2 2.5 3 3.5 4 4.5 5
MassLegnth(m)
Critical Velocity (m/s)
Mass length (vcr)
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
0.08
0.15 0.16 0.17 0.18 0.19 0.2
Masslength(m)
l (m)
Mass Length (Bender Length)
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0.003 0.0035 0.004 0.0045 0.005 0.0055 0.006
Masslength(m)
b (m)
Mass Length (Bender Thickness)
vcr = 3,5 m/s
vcr = 3,5 m/s
vcr = 2-5 m/s
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 42
FICTICIOUS MATERIAL
Young Modulus
E
3.45 x1010 N/m2
Density Ļ 7000 kg/m3
Piezoelectric bender
Power output
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 43
Piezoelectric energy harvesting
Future research (1)
From: NSF Proposal 2013, MECHANICAL MODELS OF LOADS AND DEVICES FOR GREEN ENERGY
HARVESTING AND SUSTAINABLE INFRASTRUCTURE SYSTEMS
Paolo Bocchini (Lehigh University), Konstantinos Gkoumas and Francesco Petrini
Air flow
FAPED
Flow
Activated
Piezo
Electric
Devices
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 44
Piezoelectric energy harvesting
Future research (2)
SAPEB
Squeezing
Activated
Piezo
Electric
Bearings
F
F
SAPEB
Kim, S-H, Ahn, J-H, Chung, H-M and Kang, H-W (2011). Analysis of piezoelectric effects on various loading conditions for
energy harvesting in a bridge system, Sensors and Actuators A: Physical, Vol. 167, No (2), pp. 468-483.
Ha, D-H, Kim, D, Choo, J.F. and Goo, N.S. (2011). Energy harvesting and monitoring using bridge bearing with built-in
piezoelectric material. The 7th International Conference on Networked Computing (INC), pp. 129 ā€“ 132.
From: NSF Proposal 2013, MECHANICAL MODELS OF LOADS AND DEVICES FOR GREEN ENERGY
HARVESTING AND SUSTAINABLE INFRASTRUCTURE SYSTEMS
Paolo Bocchini (Lehigh University), Konstantinos Gkoumas and Francesco Petrini
Konstantinos Gkoumas
11/07/2014
Sustainability of tall buildings:
structural design and intelligent technologies
Page 45
Sustainability of tall buildings:
structural design and intelligent technologies
Thank you!
Konstantinos Gkoumas
11/07/2014

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Sustainability of tall buildings: structural design and intelligent technologies

  • 1. Sustainability of tall buildings: structural design and intelligent technologies Konstantinos Gkoumas Dipartimento di Ingegneria Strutturale e Geotecnica July 11 2014 Dipartimento di Ingegneria Strutturale e Geotecnica Faculty of Architecture (Room11B), Via Antonio Gramsci 53, Rome
  • 2. Konstantinos Gkoumas 11/07/2014 Sustainability of tall buildings: structural design and intelligent technologies Page 2 Personal profile Appointments 2011-present Research Fellow (PostDoc), Department of Structural and Geotechnical Engineering - Sapienza University of Rome. Research on dependability and energy harvesting for structures and infrastructures. 2009-ā€™10 Postdoctoral Fellow (German Academic Exchange Service), Institut fĆ¼r Numerische und Angewandte Mathematik, UniversitƤt Gƶttingen, Germany. 2005-ā€™08 Professional Engineer (part-time) at Co.Re. Ingegneria Srl., Rome. 2004-ā€™07 PhD Student, Department of Hydraulics, Transportation and Roads - Sapienza University of Rome.
  • 3. Sustainability of tall buildings: structural design and intelligent technologies Page 3 Sustainability Overview SUSTAINABILITY SOCIAL ENVIRONMENTAL ECONOMIC SUSTAINABLE DEVELOPMENT: ā€œDevelopment that meets the needs of the present without compromising the ability of future generations to meet their own needs.ā€ (Brundtland Commission, 1987) Konstantinos Gkoumas 11/07/2014
  • 4. Steel Material ā€¢ 40% of resources from recycling ā€¢ Manufacturing process with controlled environmental impact ā€¢ Material durability ā€¢ High recycling rate Construction Phase ā€¢ prefabrication/ offsite manufacture Design and Service Life ā€¢ Weight reduction of structure ā€¢ Creation of versatile spaces ā€¢ Longevity and robustness of steel components ā€¢ Simple incorporation of renewable energy generation systems End of Life ā€¢ Easy dismantling ā€¢ Reusability/Reciclability Source: Foster + Partners Hearst Tower USA, 2000 - 2006 Sustainability of tall buildings: structural design and intelligent technologies Page 4 SUSTAINABILITY IN STRUCTURES Material Used Resource Efficient Site Planning Non Pollution Energy Efficiency Structural Form Sustainability Use of steel and structural form Konstantinos Gkoumas 11/07/2014
  • 5. Sustainability of tall buildings: structural design and intelligent technologies Page 5 SUSTAINABILITY IN STRUCTURES Material Used Resource Efficient Site Planning Non Pollution Energy Efficiency Structural Form Sustainability Building automation and energy harvesting Konstantinos Gkoumas 11/07/2014
  • 6. Sustainability of tall buildings: structural design and intelligent technologies Page 6 SUSTAINABILITY IN STRUCTURES Material Used Resource Efficient Site Planning Non Pollution Energy Efficiency Structural Form Sustainability Diagrid, building automation and energy harvesting Diagrid: double faƧade - chimney effect Konstantinos Gkoumas 11/07/2014
  • 7. Sustainability of tall buildings: structural design and intelligent technologies Page 7 Sustainability Tall buildings Ali, M. M., Moon, K. S. (2007). Structural Development in Tall Buildings: Current Trends and Future Prospects. Architectural Science Review, Vol. 50, pp. 205-223. Interior structures Konstantinos Gkoumas 11/07/2014
  • 8. Sustainability of tall buildings: structural design and intelligent technologies Page 8 Sustainability Tall buildings Ali, M. M., Moon, K. S. (2007). Structural Development in Tall Buildings: Current Trends and Future Prospects. Architectural Science Review, Vol. 50, pp. 205-223. Interior structuresExterior structures Konstantinos Gkoumas 11/07/2014
  • 9. Sustainability of tall buildings: structural design and intelligent technologies Page 9 Diagrid structure Diagrid module Mele, E., Toreno, M., Brandonisio, G. and Del Luca, A. (2014). Diagrid structures for tall buildings: case studies and design considerations. The Structural Design of Tall and Special Buildings. Wiley Online Library, Vol. 23, No. 2, pp. 124-145. effect of gravity load effect of overturning moment effect of shear force Konstantinos Gkoumas 11/07/2014
  • 10. Sustainability of tall buildings: structural design and intelligent technologies Page 10 Diagrid structure Initial configuration and diagrid schemes Outrigger Structure Diagrid Structures 42Ā° 60Ā° 75Ā° 160m 36 m Konstantinos Gkoumas 11/07/2014
  • 11. Sustainability of tall buildings: structural design and intelligent technologies Page 11 Original Structure: Outrigger Improved Structure: Diagrid Perimetral Structure Internal Structure Diagrid structure Structural configuration Konstantinos Gkoumas 11/07/2014
  • 12. Sustainability of tall buildings: structural design and intelligent technologies Page 12 SLS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y COMB5 1 1 1 0,7 0,5 1 - - - COMB6 1 1 1 0,7 0,5 - 1 - - COMB7 1 1 1 0,7 0,5 - - 1 - COMB8 1 1 1 0,7 0,5 - - - 1 ULS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y COMB5 1,3 1,3 1,3 1,05 0,75 1,5 - - - COMB6 1,3 1,3 1,3 1,05 0,75 - 1,5 - - COMB7 1,3 1,3 1,3 1,05 0,75 - - 1,5 - COMB8 1,3 1,3 1,3 1,05 0,75 - - - 1,5 Acronym Description Color Outrigger Outrigger Structure Diagrid 42Ā° Diagrid Structure with inclination of diagonal members of 42Ā° Diagrid 60Ā° Diagrid Structure with inclination of diagonal members of 60Ā° Diagrid 75Ā° Diagrid Structure with inclination of diagonal members of 75Ā° Outrigger 42Ā° 60Ā° 75Ā° P (ton) 8052 6523 5931 5389 Saving (%) - 19 26 33 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 P(ton) Weight Diagrid structure Analyses and comparisons Konstantinos Gkoumas 11/07/2014
  • 13. Sustainability of tall buildings: structural design and intelligent technologies Page 13 Diagrid structure Modal analysis T1 T2 T3 T4 T5 T6 Outrigger 3.7 3.6 2.5 1.2 1.1 0.8 Diagrid 42Ā° 3.1 3.1 1.7 1.0 1.0 0.8 Diagrid 60Ā° 3.3 3.3 1.9 1.0 1.0 0.9 Diagrid 75Ā° 3.7 3.6 2.8 1.3 1.2 1.2 0.00 0.50 1.00 1.50 2.00 2.50 3.00 3.50 4.00 T(s) First six periods Traslational in Y direction Traslational in X direction Rotational around Z axis Traslational in Y direction Traslational in X direction Rotational around Z axis Konstantinos Gkoumas 11/07/2014
  • 14. Sustainability of tall buildings: structural design and intelligent technologies Page 14 Diagrid structure SLS - load combinations SLS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y COMB5 1 1 1 0,7 0,5 1 - - - COMB6 1 1 1 0,7 0,5 - 1 - - COMB7 1 1 1 0,7 0,5 - - 1 - COMB8 1 1 1 0,7 0,5 - - - 1 HORIZONTAL DISPLACEMENTS COMB Outrigger Diagrid42Ā° Diagrid60Ā° Diagrid75Ā° Acronym Description Color Outrigger Outrigger Structure Diagrid 42Ā° Diagrid Structure with inclination of diagonal members of 42Ā° Diagrid 60Ā° Diagrid Structure with inclination of diagonal members of 60Ā° Diagrid 75Ā° Diagrid Structure with inclination of diagonal members of 75Ā° Konstantinos Gkoumas 11/07/2014
  • 15. Sustainability of tall buildings: structural design and intelligent technologies Page 15 Diagrid structure Horizontal displacements 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0 16 32 48 64 80 96 112 128 144 160 U1 (m) Z(m) Diagrid 42Ā° Diagrid 60Ā° Outrigger Diagrid 75Ā° SLS limit Outrigger Diagrid42Ā° Diagrid60Ā° Diagrid75Ā° Konstantinos Gkoumas 11/07/2014
  • 16. Sustainability of tall buildings: structural design and intelligent technologies Page 16 Diagrid structure ULS - load combinations, pushover Outrigger Diagrid42Ā° Diagrid60Ā° Diagrid75Ā° Acronym Description Color Outrigger Outrigger Structure Diagrid 42Ā° Diagrid Structure with inclination of diagonal members of 42Ā° Diagrid 60Ā° Diagrid Structure with inclination of diagonal members of 60Ā° Diagrid 75Ā° Diagrid Structure with inclination of diagonal members of 75Ā° ULS Dead Gk Tamp Qk Qn W+X W-X W+Y W-Y DEAD 1 - - - - - - - - VERT 1 1 1 - - - - - - +STATIC PUSHOVER FORCES PUSHOVER DEAD VERT Konstantinos Gkoumas 11/07/2014
  • 17. Sustainability of tall buildings: structural design and intelligent technologies Page 17 Diagrid structure COMB 5 U.L.S. DIAGRID 42Ā° DIAGRID 60Ā° DIAGRID 75Ā° Diagrid 42Ā° Interior Columns 3% 97% Shear Interior Columns Diagrid 11% 89% Normal Interior Columns Diagrid 2% 97% 1% Shear Interior Columns Diagrid/ Edge Columns 11% 45% 44% Normal Interior Columns Diagrid/ Edge Columns 5% 95% Shear Interior Columns Diagrid 7% 93% Normal Interior Columns Diagrid Diagrid 60Ā° Diagrid 75Ā° Interior Columns Interior Columns Konstantinos Gkoumas 11/07/2014
  • 18. Sustainability of tall buildings: structural design and intelligent technologies Page 18 Diagrid structure Diagrid 60Ā°: Pushover (YZ Sections) 0 20000 40000 60000 80000 100000 120000 140000 160000 180000 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 F(kN) U1 (m) Pushover Step25 Step28 Step37 Step44 Step51 Step67 Step 67Step 51Step 44Step 37Step 25 Konstantinos Gkoumas 11/07/2014
  • 19. Sustainability of tall buildings: structural design and intelligent technologies Page 19 Diagrid structure Diagrid 60Ā°: Pushover+Vert (YZ Sections) 0 20000 40000 60000 80000 100000 120000 140000 160000 180000 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 F(kN) U1 (m) Pushover+Vert Step11 Step16 Step39 Step47 Step55 Step 47 Step 55Step 39Step 11 VERT Konstantinos Gkoumas 11/07/2014
  • 20. Sustainability of tall buildings: structural design and intelligent technologies Page 20 Diagrid structure Comparison of capacity curves 0 20000 40000 60000 80000 100000 120000 140000 160000 180000 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 F(kN) U1 (m) Pushover 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 U1 (m) Pushover+Vert Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā° 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 U1 (m) Pushover+Dead DEAD VERT Konstantinos Gkoumas 11/07/2014
  • 21. Sustainability of tall buildings: structural design and intelligent technologies Page 21 Diagrid structure Definition of significant properties R=Fmax (Strength) K=Fy/Dy (Stiffness) m=Dmax/Dy (Ductility) Konstantinos Gkoumas 11/07/2014
  • 22. Sustainability of tall buildings: structural design and intelligent technologies Page 22 Diagrid structure Comparison of significant properties Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā° Pushover+Vert Pushover+Vert Pushover+Vert Pushover+Vert Strength (R) ā€“ kN 94775 110185 104972 97131 Stiffness (K) ā€“ kN/m 77143 80615 71306 60897 Ductility (m) 1,535 3,587 5,681 2,564 Weight (P) - Ton 8052 6523 5931 5389 Weighted average (W.A.) of significant properties Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā° Pushover+Vert Pushover+Vert Pushover+Vert Pushover+Vert Strength (R) ā€“ kN 94775 110185 104972 97131 Stiffness (K) ā€“ kN/m 77143 80615 71306 60897 Ductility (m) 1,535 3,587 5,681 2,564 Weight (P) - Ton 8052 6523 5931 5389 W.A. 4,20 5,97 7,25 5,08 Konstantinos Gkoumas 11/07/2014
  • 23. Sustainability of tall buildings: structural design and intelligent technologies Page 23 Diagrid structure Comparison of Mechanical Properties 0 0.5 1 1.5 2 2.5 3 3.5 4 R/R0 K/K0 m/m0 1,2 ((P0- P)/P0+1) Pushover+Vert Outrigger Diagrid 42Ā° Diagrid 60Ā° Diagrid 75Ā° Konstantinos Gkoumas 11/07/2014
  • 24. Sustainability of tall buildings: structural design and intelligent technologies Page 24 Diagrid structure Diagrid 60Ā°: Robustness checks D1,L1 D1,L2 D2,L1 D2,L2 D3,L1 D3,L2 0 20000 40000 60000 80000 100000 120000 140000 0 0.5 1 1.5 2 2.5 3 F(kN) U1 (m) Pushover D1,L1 D1,L2 D2,L1 D2,L2 D3,L1 D3,L2 INTATTA Konstantinos Gkoumas 11/07/2014
  • 25. Sustainability of tall buildings: structural design and intelligent technologies Page 25 Diagrid Future research ā€“ apply simplified robustness indexes (1) Olmati, P., Gkoumas, K., Brando, F. and Cao, L., (2013). Consequence-based robustness assessment of a steel truss bridge. Steel and Composite Structures, Vol. (14), No (4), pp. 379-395. Konstantinos Gkoumas 11/07/2014
  • 26. Sustainability of tall buildings: structural design and intelligent technologies Page 26 Diagrid Future research ā€“ apply simplified robustness indexes (2) Kun Ī»i un Eigenvalues Kdam Ī»i dam Consequence factor Robustness index Nafday, A.M. (2011), ā€œConsequence-based structural design approach for black swan eventsā€, Structural Safety, Vol. 33, No. (1), pp. 108-114. Olmati, P., Gkoumas, K., Brando, F. and Cao, L., (2013). Consequence-based robustness assessment of a steel truss bridge. Steel and Composite Structures, Vol. (14), No (4), pp. 379-395. Konstantinos Gkoumas 11/07/2014
  • 27. Sustainability of tall buildings: structural design and intelligent technologies Page 27 Diagrid Future research ā€“ apply simplified robustness indexes (3) d1 d2d3 d4 d5 d7 d6 37 59 42 45 35 38 23 63 41 58 55 65 62 77 0 20 40 60 80 100 1 2 3 4 5 6 7 Robustness% Scenario Cf max Robustness 42 45 35 38 23 58 55 65 62 77 3 4 5 6 7 Scenario Cf max Robustness 83 87 88 53 60 86 64 17 13 12 47 40 14 36 0 20 40 60 80 100 1 2 3 4 5 6 7 Robustness% Scenario Cf max Robustness Damage scenario Damage scenario d3 d4 d5 d6 d7 d1 d2 d3 d4 d5 d6 d7 Pier 6Pier 7 North Pier 6 Konstantinos Gkoumas 11/07/2014
  • 28. Sustainability of tall buildings: structural design and intelligent technologies Page 28 Energy harvesting Introduction Fonte: Konstantinos Gkoumas 11/07/2014
  • 29. Sustainability of tall buildings: structural design and intelligent technologies Page 29 Energy Harvesting (EH) can be defined as the sum of all those processes that allow to capture the freely available energy in the environment and convert it in (electric) energy that can be used or stored. Resources Sun Water Wind Temperature differential Mechanical vibrations Acoustic waves Magnetic fields Extraction systems Magnetic Induction Electrostatic Piezoelectric Photovoltaic Thermal Energy Radiofrequency Radiant Energy Energy harvesting Sources Harvesting Conversion Use Storage Energy harvesting is the process of extracting energy from the environment or from a surrounding system and converting it to useable electrical energy. Konstantinos Gkoumas 11/07/2014
  • 30. Sustainability of tall buildings: structural design and intelligent technologies Page 30 Image courtesy of enocean-allianceĀ® http://www.enocean-alliance.org Energy sustainability BAS (Building Automation Systems) ā€¢ EH devices are used for powering remote monitoring sensors (e.g. temperature sensors, air quality sensors), also those placed inside heating, ventilation, and air conditioning (HVAC) ducts. ā€¢ These sensors are very important for the minimization of energy consumption in large buildings Konstantinos Gkoumas 11/07/2014
  • 31. Sustainability of tall buildings: structural design and intelligent technologies Page 31 Energy sustainability BAS (Building Automation Systems) Currently: ā€¢ Power is provided by batteries or EH devices based on thermal or RF methods ā€¢ Sensors work intermittently (to consume less power ~ 100ĀµW) An EH sensor based on piezoelectric material has several advantages being capable to provide up to 10-15 times more power than currently used devices leading to additional applications or longer operation time. Image courtesy of enocean-allianceĀ® http://www.enocean-alliance.org Konstantinos Gkoumas 11/07/2014
  • 32. Sustainability of tall buildings: structural design and intelligent technologies Page 32 Piezoelectric energy harvesting Design of a piezoelectric bender - issues Konstantinos Gkoumas 11/07/2014
  • 33. Sustainability of tall buildings: structural design and intelligent technologies Page 33 Piezoelectric energy harvesting Piezoelectric bender with tip mass Konstantinos Gkoumas 11/07/2014
  • 34. Sustainability of tall buildings: structural design and intelligent technologies Page 34 Piezoelectric bender Principal bibliography Weinstein, L. A., Cacan, M. R., So, P. M. and Wrigth, P. K. (2012). Vortex shedding induced energy harvesting from piezoelectric materials in heating, ventilation and air conditioning flows. Smart Materials and Structures. Vol. 21, 10pp. Wu, N., Wang, Q. and Xie, X. (2013). Wind energy harvesting with a piezoelectric harvester. Smart Materials and Structures, Vol. 22, No. 9. Konstantinos Gkoumas 11/07/2014
  • 35. Sustainability of tall buildings: structural design and intelligent technologies Page 35 Piezoelectric energy harvesting The vortex shedding effect A body, immersed in a current flow, produces a wake made of vortices that periodically detach alternatively from the body itself with a frequency ns. AVOID THE DRAWBACK: By setting the aerodynamic fin to undergo in VS regime it is possible to obtain the maximum efficiency in terms of energy extraction CNR-DT 207/2008 Konstantinos Gkoumas 11/07/2014
  • 36. Sustainability of tall buildings: structural design and intelligent technologies Page 36 Design of a bender made of a certain material with a piezoelectric patch, which can experiment the resonance (lock-in) with the external force deriving from the Vortex Shedding phenomenon. The lock-in conditions produce the highest level of power. Dimensions Materials Configurations Dimensions Added mass Design points Piezoelectric bender Parametric analyses Konstantinos Gkoumas 11/07/2014
  • 37. Sustainability of tall buildings: structural design and intelligent technologies Page 37 Piezoelectric bender Parametric analyses LEAD ZIRCONATE TITANATE Density Ļ 7800 kg/m3 Young Modulus E 6.6 x103 N/m2 Poisson ratio Ļ… 0.2 Relative dielectric constant kT 3 1800 Permittivity Īµ 1.602 x10-8 F/m Piezoelectric constant d31 -190 x10-12 m/V (C/N) ELEMENTS DIMENSIONS VALUES (m) BENDER l 0.06Ć·0.2 m b 0.001Ć·0.08 m d 0.02Ć·0.05 m a 0.01 PIEZOELECTRIC PATCH l1 0.0286 b1 0.0017 d1 0.0127 ADDED MASS l2 variable b2 0.01 d2 d MATERIAL E (N/m2) Ļ (kg/m3) Aluminum Lead Konstantinos Gkoumas 11/07/2014
  • 38. Sustainability of tall buildings: structural design and intelligent technologies Page 38 Piezoelectric bender Voltage output for different bender lengths -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 Ī”V2(V) t (s) (x10-3) Ī”V2 (Length) l=0.15 l=0.16 l=0.17 l=0.18 l=0.19 l=0.20 Konstantinos Gkoumas 11/07/2014
  • 39. Sustainability of tall buildings: structural design and intelligent technologies Page 39 0 2 4 6 8 10 12 0.02 0.03 0.04 0.05 CriticalVelocity(m/s) d (m) Critical Velocity (Width) The Critical Velocity increases with the thickness and the width, it decreases with the length. 0 5 10 15 20 0.001 0.002 0.003 0.004 0.005 0.006 0.007 0.008 CriticalVelocity(m/s) b (m) Critical Velocity (Thickness) 0 10 20 30 40 50 60 0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2 CriticalVelocity(m/s) l (m) Critical Velocity (Length) Piezoelectric bender Parametric analyses Operational velocity range Konstantinos Gkoumas 11/07/2014
  • 40. Sustainability of tall buildings: structural design and intelligent technologies Page 40 Piezoelectric bender Mass (material) parametric analyses ā€“ aluminum bender High frequencies High critical velocities Operational velocity range Konstantinos Gkoumas 11/07/2014
  • 41. Sustainability of tall buildings: structural design and intelligent technologies Page 41 Piezoelectric bender Tip-mass parametric analyses 0.00 0.01 0.02 0.03 0.04 0.05 0.06 2 2.5 3 3.5 4 4.5 5 MassLegnth(m) Critical Velocity (m/s) Mass length (vcr) 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.15 0.16 0.17 0.18 0.19 0.2 Masslength(m) l (m) Mass Length (Bender Length) 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.003 0.0035 0.004 0.0045 0.005 0.0055 0.006 Masslength(m) b (m) Mass Length (Bender Thickness) vcr = 3,5 m/s vcr = 3,5 m/s vcr = 2-5 m/s Konstantinos Gkoumas 11/07/2014
  • 42. Sustainability of tall buildings: structural design and intelligent technologies Page 42 FICTICIOUS MATERIAL Young Modulus E 3.45 x1010 N/m2 Density Ļ 7000 kg/m3 Piezoelectric bender Power output Konstantinos Gkoumas 11/07/2014
  • 43. Sustainability of tall buildings: structural design and intelligent technologies Page 43 Piezoelectric energy harvesting Future research (1) From: NSF Proposal 2013, MECHANICAL MODELS OF LOADS AND DEVICES FOR GREEN ENERGY HARVESTING AND SUSTAINABLE INFRASTRUCTURE SYSTEMS Paolo Bocchini (Lehigh University), Konstantinos Gkoumas and Francesco Petrini Air flow FAPED Flow Activated Piezo Electric Devices Konstantinos Gkoumas 11/07/2014
  • 44. Sustainability of tall buildings: structural design and intelligent technologies Page 44 Piezoelectric energy harvesting Future research (2) SAPEB Squeezing Activated Piezo Electric Bearings F F SAPEB Kim, S-H, Ahn, J-H, Chung, H-M and Kang, H-W (2011). Analysis of piezoelectric effects on various loading conditions for energy harvesting in a bridge system, Sensors and Actuators A: Physical, Vol. 167, No (2), pp. 468-483. Ha, D-H, Kim, D, Choo, J.F. and Goo, N.S. (2011). Energy harvesting and monitoring using bridge bearing with built-in piezoelectric material. The 7th International Conference on Networked Computing (INC), pp. 129 ā€“ 132. From: NSF Proposal 2013, MECHANICAL MODELS OF LOADS AND DEVICES FOR GREEN ENERGY HARVESTING AND SUSTAINABLE INFRASTRUCTURE SYSTEMS Paolo Bocchini (Lehigh University), Konstantinos Gkoumas and Francesco Petrini Konstantinos Gkoumas 11/07/2014
  • 45. Sustainability of tall buildings: structural design and intelligent technologies Page 45 Sustainability of tall buildings: structural design and intelligent technologies Thank you! Konstantinos Gkoumas 11/07/2014