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Concetti e metodi del Performance- 
Based Wind Engineering 
(PBWE) 
Francesco Petrini 
Structural Engineer, Ph.D., P.E. 
-- 
School of Civil and Industrial Engineering, Sapienza Università di Roma 
Co-founder and Director, 
StroNGER S.r.l., 
-- 
e-mail: francesco.petrini@uniroma1.it 
francesco.petrini@stronger2012.com 
09 December 2014 
Giornata di studio in onore di Marcello Ciampoli 
Facoltà di Ingegneria, Aula del Chiostro 
Via Eudossiana, 18; ROMA
Why I am speaking about 
Marcello Ciampoli today 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Overview of my career development (2005-2014) 
Post-Doc Research Associate 
Publ 
2005 2006 2007 2009 2010 
Spin-off 
company 
2011 201IA2BMAS’11 
2013 
(Italy) – SS Chair 
Oct 2004 
Publ 
Oct 2007 
Mar 2006 
Nov 2008 
PG PhD Student 
Assistant 
Mar 2009 
Apr 2009 
Jul 2009 
Aug 2009 
MSc degree (laurea) 
Aerodynamics and Aeroelasticity 
Jan 2007 
Jan 2009 
P.E. 
Mar 2005 
Nov 2005 
Jan 2005 
Jan2006 
Jun 2007 
Jan 2008 
(Sapienza University of Rome) 
Jun 2005 
PBD for Wind Mar 2012 
Mar 2011 
Associate Researcher 
Energy Harvesting 
PBD for Wind, Earthquake, Fire, Blast 
Resilience 
May 2011 
ICASP’11 
(Swizerland) – MS Chair 
Jun 2011 
Jan 2011 
Ago 2011 
Apr 2012 
Jan 2013 
PMC’12 (USA) – SS Chair 
Jan 2012 
ASCE E&S ’10 (USA) 
PhD degree 
Jan 2010 
Mar 2010 
Aug 2010 
(Sapienza 
University 
of Rome) 
(Sapienza University of Rome) 
2008 
Jun 2013 
Jan 2014 
ICOSSAR 2013 
(USA) – MS Chair 
Guest Editor 
Spin-off company
Overview of my career development (2005-2014) 
Post-Doc Research Associate 
Publ 
2005 2006 2007 2009 2010 
Spin-off 
company 
2011 201IA2BMAS’11 
2013 
(Italy) – SS Chair 
Oct 2004 
Publ 
Oct 2007 
Mar 2006 
Nov 2008 
PG PhD Student 
Assistant 
Mar 2009 
Apr 2009 
Jul 2009 
Aug 2009 
MSc degree (laurea) 
Aerodynamics and Aeroelasticity 
Jan 2007 
Jan 2009 
P.E. 
Mar 2005 
Nov 2005 
Jan 2005 
Jan2006 
Jun 2007 
Jan 2008 
(Sapienza University of Rome) 
Jun 2005 
PBD for Wind Mar 2012 
Mar 2011 
Associate Researcher 
Energy Harvesting 
PBD for Wind, Earthquake, Fire, Blast 
Resilience 
May 2011 
ICASP’11 
(Swizerland) – MS Chair 
Jun 2011 
Jan 2011 
Ago 2011 
Apr 2012 
Jan 2013 
PMC’12 (USA) – SS Chair 
Jan 2012 
ASCE E&S ’10 (USA) 
PhD degree 
Jan 2010 
Mar 2010 
Aug 2010 
(Sapienza 
University 
of Rome) 
(Sapienza University of Rome) 
2008 
Jun 2013 
Jan 2014 
ICOSSAR 2013 
(USA) – MS Chair 
Guest Editor 
Spin-off company 
MARCELLO
Marcello’s influence in my career development (2005-2014) 
Post-Doc Research Associate 
Publ 
(Sapienza University of Rome) 
2005 2006 2007 2009 2010 
Spin-off 
company 
2011 2012 2013 
Oct 2004 
Publ 
Oct 2007 
Mar 2006 
Nov 2008 
PG PhD Student 
Assistant 
Mar 2009 
Apr 2009 
Jul 2009 
Aug 2009 
MSc degree (laurea) 
Aerodynamics and Aeroelasticity 
Jan 2007 
Jan 2009 
P.E. 
Mar 2005 
Nov 2005 
Jan 2005 
Jan2006 
Jun 2007 
Jan 2008 
Jun 2005 
PBD for Wind Mar 2012 
Mar 2011 
Associate Researcher 
Energy Harvesting 
PBD for Wind, Earthquake, Fire, Blast 
Resilience 
May 2011 
Jun 2011 
Jan 2011 
Ago 2011 
Apr 2012 
Jan 2013 
Jan 2012 
ASCE E&S ’10 (USA) 
PhD degree 
Jan 2010 
Mar 2010 
Aug 2010 
(Sapienza 
University 
of Rome) 
(Sapienza University of Rome) 
2008 
Jun 2013 
Jan 2014 
ICOSSAR 2013 
(USA) – MS Chair 
Guest Editor 
Spin-off company 
IABMAS’11 
(Italy) – SS Chair 
ICASP’11 
(Swizerland) – MS Chair 
PMC’12 (USA) – SS Chair 
MARCELLO
Performance-Based Wind Engineering 
(PBWE) 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Intensity 
measure IM SP IP 
Environme 
nt info 
O 
f(IM|O) 
f(IM) 
f(IP|IM,SP) 
f(IP) 
f(EDP|IM,IP,SP) 
G(EDP) 
f(DM|EDP) 
G(DM) 
f(DV|DM) 
G(DV) 
Hazard analysis 
Interaction 
analysis 
Structural analysis Damage analysis Loss analysis 
IM: intensity 
measure 
* 
IP: interaction 
parameters 
EDP: engineering 
demand param. 
DM: damage 
measure 
DV: decision 
variable 
Select 
O, D 
O: location 
D: design 
Decision-making 
D 
SP: structural 
system parameters 
f(SP) 
* f(SP|D) 
* 
Structural 
characterization 
Structural 
system 
info 
PBWE- Framework 
G(DV) = ∫…∫ G(DV|DM) · f(DM|EDP) · f(EDP|IM, IP, SP) · f(IP|IM,SP) · 
· f(IM) · f(SP) · dDM · dEDP · dIP · dIM · dSP 
Interaction 
Parameters 
Structural 
Parameters 
Engineering 
Demand 
Parameters 
EDP 
procedure proposed by 
PEER Research center 
Damage 
Measure DM 
Extension of the 
Performance-Based 
Seismic Design 
Decision 
Variable DV 
G(·|·) is a conditional 
complementary 
cumulative distribution 
function 
f(·|·) is a conditional 
probability density 
= progress with respect to the function 
Performance-Based Seismic Design 
Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, 
Structural Safety, 33 (6), 367-378 
PBWE – The framework 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Performance-Based Wind Engineering (PBWE)- 
Uncertainties propagation 
PBWE – The concept 
ENVIRONMENT 
EXCHANGE ZONE 
Aerodynamic and 
aeroelastic 
Wind site phenomena 
basic 
parameters 
Wind 
action 
STRUCTURAL SYSTEM 
Structural 
systems 
Non 
environmental 
actions 
Site-specific 
Wind 
Environmental 
effects (e.g. 
waves) 
Structural 
system as modified 
by service loads 
Vm 
ENVIRONMENT EXCHANGE ZONE 
Mean wind velocity profile 
Vm+ v(t) 
Turbulent wind velocity profile 
river 
Petrini F.(2009). “A probabilistic approach to Performance-Based Wind Engineering”, Ph.D. dissertation, department of 
Structural and Geotechnical Engineering, Sapienza University of Rome, Rome, Italy 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Performance-Based Wind Engineering (PBWE)- 
Uncertainties propagation 
Types of uncertainties 
ENVIRONMENT 
Wind 
action 
STRUCTURAL SYSTEM 
Structural 
systems 
Non 
environmental 
actions 
EXCHANGE ZONE 
1. Aleatory 
2. Epistemic 
3. Model 
Interaction 
parameters 
Structural parameters 
Site-specific 
Wind 
Aerodynamic and 
aeroelastic 
Wind site phenomena 
basic 
parameters 
Intensity measure 
1. Aleatory 
2. Epistemic 
3. Model 
1. Aleatory 
2. Epistemic 
3. Model 
Environmental 
effects (e.g. 
waves) 
Structural 
system as modified 
by service loads 
(IM ) (IP) (SP ) 
P(IM, IP,SP) = P(IPIM,SP)×P(IM)×P(SP) 
Petrini, F. & Ciampoli M., 2012, Performance-based wind design of tall buildings, Structure & Infrastructure 
Engineering, 8(10), 954-966. 
PBWE – The concept 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
PBWE 
Applications 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
PBWE-Application on a long span suspension bridge 
1 
0.9 
0.8 
0.7 
0.6 
0.5 
0.4 
0.3 
0.2 
0.1 
0 
Performance Evaluation (EDP=Vertical acceleration) 
P(Av > av*|Vm(zdeck)) 
Vm(zdeck) [m/s] 
0 5 10 15 20 25 30 35 
Fragility curves P(EDP|IM) 
Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, 
Structural Safety, 33 (6), 367-378 
Failure probability G (EDP) 
Vento = f(s,t) 
Vento = f(s,t) 
EDPs 
0.07 
1.1 
Different 
threshold 
values 
PBWE – The first application 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
PBWE-Application on an High-rise building 
Improvement of the occupant comfort by a TMD 
Vm (z3) 
V(t;z2) 
w(t;z2) Vm(z2) 
Vm (z1) 
v(t;z2u(t;z ) 2) 
X 
θ 
B1 
p TMD 
aL 
B2 
H 
p 
EDP = peak across-wind acceleration at the top floor ( a ) L 
TMD Design Parameters 
Z 
Y 
γ = mTMD/mtot ξ* = damping of TMD β = ωTMD/ ω1 
Parametric analysis 
p [mm/s2] 
aL 
γ = 1/150 
90 
0.125 0.145 0.165 0.185 
n [Hz] 
β = 0.70 ; ξ* = 1% - 10% β β = = 0.80 ; ξ* = 
= 1% - 10% 
β = 0.90 ; ξ* = 1% - 10% β β = = 1.02 ; ξ* = 
= 1% - 10% 
β = 1.10 ; ξ* = 1% - 10% β β = = 1.20 ; ξ* = 
= 1% - 10% 
β = 1.30 ; ξ* = 1% - 10% Uncontrolled 
Apartment Office 
Effects on risk 
β = = 
β = = 
β = ξ* = 
= 
Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, 
Probabilistic Engineering Mechanics, 28, 75–84. 
PBWE – The advanced application 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
PBWE-Application on an Offshore Wind Turbine 
x,x’ 
w (t) P 
z’ 
y’ 
Waves 
Current 
P 
v (t) P 
u (t) P 
Turbulent 
wind 
P 
Mean 
wind 
Vm(zP) 
z 
y 
H 
h 
vw(z’) 
Vcur(z’) 
d 
Terrain 
Performance evaluation 
Across wind direction 
1° 
rp 
EDP = peak displacement 
at the hub (rp) 
G [EDP] 
The structural response is 
obtained by analyses in the 
frequency domain, while the 
statistical characterization of 
the response is obtained using 
Monte Carlo simulation 
EDP [m] 
Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace 
Division International Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 
PBWE – The evolution 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
What’s Next? 
Marcello’s influence to my actual work 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
PBE- in a Multi-Hazard environment 
Marcello’s influence to my actual work 
O 
f(IM|O) 
f(IM) 
f(IP|IM,SP) 
info Decision-making 
f(IP) 
f(EDP|IM,IP,SP) 
G(EDP) 
f(DM|EDP) 
G(DM) 
f(DV|DM) 
G(DV) 
Hazard analysis 
(Considering 
concurrence 
between hazards) Interaction 
analysis 
Structural analysis Damage 
analysis 
Loss analysis 
IM: intensity 
measures 
IP: interaction 
parameters 
EDP: engineering 
demand parameters 
DM: damage 
measures 
DV: decision 
variables 
Select 
O, De 
Environment 
O: location 
De: design 
De 
SP: structural 
parameters 
f(SP) 
f(SP|De) 
Structural 
characterization 
Structural 
system 
info 
De(DM) 
In case of hazards chain 
ENVIRONMENT 
EXCHANGE ZONE 
Hurricane 
action 
STRUCTURAL SYSTEM 
Original 
structure 
Non 
environmental 
actions 
Structure- 
Environment 
Interaction 
Wind 
(Aeolian hazard) 
Water bodies 
(Flood hazard) 
Modified 
structural 
Sources of system 
windborne debris 
(Windborne 
debris hazard) 
Rain 
(Rainfall hazard) 
W 
F 
D 
RA 
IM S 
A 
IP SP 
= It results = Interaction 
Site-specific 
Hazard 
= Uncertainty propagation 
Developed in collaboration with: 
W, F, D, RA = Intensity Measure vectors for individual hazards, Michele Barbato, Louisiana State University 
S, A = vector of stochastic parameters describing the structural system
Guest Editor for a special issue on PBE 
Marcello’s influence to my actual work 
Michele Barbato 
Associate Professor 
Louisiana State University and 
A&M College 
Baton Rouge, LA 70803, USA 
mbarbato@lsu.edu 
Alessandro Palmeri 
Senior Lecturer 
Loughborough University 
Sir Frank Gibb Building, 
Loughborough LE11 3TU, UK 
A.Palmeri@lboro.ac.uk 
Francesco Petrini 
Associate Researcher 
Sapienza Università di Roma 
Via Eudossiana 18 
00184 Rome, ITALY 
francesco.petrini@uniroma1.it 
33 contribution have been presented 
Guest Editor 
Special Issue of Engineering Structures (Elsevier) on: 
Performance-Based Engineering 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Marcello taught me 
how to write a good paper …. 
… and he did it in a very “soft” way 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Bullshits VS Brilliant things 
He taught me how to write a good paper 
Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, 
Structural Safety, 33 (6), 367-378 
Ricevemmo una review “non proprio” positiva 
The Reviewer was not so happy about the manuscript 
Io: “Professore, e adesso cosa facciamo?” ; 
“Professor, how can we arrange this? 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Bullshits VS Brilliant things 
Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, 
Structural Safety, 33 (6), 367-378 
Ricevemmo una review “non proprio” positiva 
The Reviewer was not so happy about the manuscript 
Io: “Professore, e adesso cosa facciamo?” ; 
“Professor, how can we arrange this? 
Marcello: “è semplice: le stronzate dell’articolo le hai scritte tutte tu, e 
le cose intelligenti io, quindi lascia fare me, che tu meno fai e meglio è”; 
“it is very simple: the bullshits in the paper are all from 
your side, the brilliant parts are from my side… so: leave it 
to me please” 
He taught me how to write a good paper 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Fatal combination of circumstances! 
Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace Division International 
Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 
... 15 Marzo 2010, Eravamo alle Hawaii per un convegno, lui era uscito dalla sala e si era 
infilato in un bellissimo negozio, io lo avevo seguito………. 
…. March 15°, 2010. We were in Hawaii Islands for a Conference, He Escape 
from the conference hall and entered in a wonderful shop. I was with him …. 
Io: “Professore, domani abbiamo la presentazione, non è meglio che 
ci prepariamo?” ; 
“Professor, we will present our work tomorrow, maybe is 
better if we go back for preparing it” 
Credit card! 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Fatal combination of circumstances! 
Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace Division International 
Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 
... 15 Marzo 2010, Eravamo alle Hawaii per un convegno, lui era uscito dalla sala e si era 
infilato in un bellissimo negozio, io lo avevo seguito………. 
…. March 15°, 2010. We were in Hawaii Islands for a Conference, He Escape 
from the conference hall and entered in a wonderful shop. I was with him …. 
Io: “Professore, domani abbiamo la presentazione, non è meglio che 
ci prepariamo?” ; 
“Professor, we will present our work tomorrow, maybe is 
better if we go back for preparing it” 
Marcello: “senti: siamo alle Hawaii, è il giorno del mio compleanno, e 
la mia carta di credito è piena….questa è una terribile combinazione di 
eventi!” 
” listen me: we are in Hawaii Islands, today is my birthday, 
and my credit card is full …. Thi is a fatal combination of 
circumstances!. ” 
Credit card! 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
What is your research topic? 
Petrini F., Ciampoli M., (2012). “Performance-based wind design of tall buildings”, Structure & Infrastructure Engineering - Maintenance, 
Management, Life-Cycle Design & Performance, 8 (10), 954-966. DOI: 10.1080/15732479.2011.574815 
... Eravamo nella sua stanza a lavorare al paper. Entra in ufficio una professoressa molto 
bella e vestita benissimo, per chiedergli delle cose. Dopo che se ne era andata... 
…. We was warking on the paper in his room. At a certain point entered a very 
beautiful women (that is professor in our department) in the office, asking for something …. 
Io: “Professore, qual’è il topic di ricerca della professoressa -----?” ; 
“Marcello, what is the research topic of professor -----?” 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
What is your research topic? 
Petrini F., Ciampoli M., (2012). “Performance-based wind design of tall buildings”, Structure & Infrastructure Engineering - Maintenance, 
Management, Life-Cycle Design & Performance, 8 (10), 954-966. DOI: 10.1080/15732479.2011.574815 
... Eravamo nella sua stanza a lavorare al paper. Entra in ufficio una professoressa 
BELLISSIMA e vestita benissimo, per chiedergli delle cose. Dopo che se ne era andata... 
…. We was warking on the paper in his room. At a certain point entered a very 
beautiful women (that is professor in our department) in the office, asking for something …. 
Io: “Professore, qual’è il topic di ricerca della professoressa -----?” ; 
“Marcello, what is the research topic of professor -----?” 
Marcello: “VECCHIO PORCOi!” 
” You are a PIG! ” 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Mentale Vs Fisico 
Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, 
Probabilistic Engineering Mechanics, 28, 75–84. 
... Avevo inviato di Venerdi a Marcello una prima bozza del paper, per farglielo leggere il 
week-end……. Al lunedi gli busso in ufficio………. 
…. I had prepared a very first draft of the paper, in order to allow him to read 
the draft during the week-end…. The successive Monday in his hoffice…. 
Io: “Professore: ha letto la bozza del paper che le ho mandato?” 
“Did you read the draft of the paper? 
Marcello: “Ma certo!”; 
“yes of course!” 
Io: “Bè? Che ne pensa?” 
“And what is your feeling about it? 
He taught me many things, the importance of not taking myself too seriously 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Mentale Vs Fisico 
Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, 
Probabilistic Engineering Mechanics, 28, 75–84. 
... Avevo inviato di Venerdi a Marcello una prima bozza del paper, per farglielo leggere il 
week-end……. Al lunedi gli busso in ufficio………. 
…. I had prepared a very first draft of the paper, in order to allow him to read 
the draft during the week-end…. The successive Monday in his hoffice…. 
Io: “Professore: ha letto la bozza del paper che le ho mandato?” 
“Did you read the draft of the paper? 
Marcello: “Ma certo!”; 
“yes of course!” 
Io: “Bè? Che ne pensa?” 
“And what is your feeling about it? 
Marcello: “Guarda: sono arrivato a leggere fino a pag. 2, poi ero 
talmente stufo di masturbarmi mentalmente per capire cosa volevi dire 
col tuo inglese, che ho preferito andare in bagno e farlo fisicamente…” 
” ……. ” I AM NOT ABLE TO TRANSLATE IT IN ENGLISH! 
He taught me many things, the importance of not taking myself too seriously 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Era terribile andare in giro con lui 
He was terrible! 
... Era capace di attaccare discorso con tutti! ………. 
…. He was able to start a conversation with anyone…. 
NOT Marcello Marcello Marcello
I am not still angry…… 
My regret 
... Durante l’ultimo periodo, Marcello era un pò arrabbiato con me … ancora oggi non ne conosco il vero 
motivo. Lo avevo invitato piu volte a prendere un caffè insieme, per capire. Ma lui aveva (molto signorilmente) 
declinato. Alla fine avevo deciso di non insistere, e di aspettare il tempo di cui aveva bisogno per perdonarmi e 
spiegarmi…… ma purtroppo questo tempo non ce lo abbiamo avuto. 
Anche io mi ero arrabbiato con lui! Ma voglio dirgli che ora non lo sono più! 
During the last period, I realized that he was little bit 
angry with me. I never understood the motivation 
and he did not explain me. I tried to take a coffee 
with him in order to speak about it, but he declined 
(always in a very polite way). I finally decided to not 
make pressure on him and to allow him to 
take his time. But, unfortunately this time was not 
allowed. I was also angry with him! 
But I would like to say that I am not still angry 
with him NOW! 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
…. now I am grateful 
Acknowledgments 
Un caro ringraziamento a MARCELLO CIAMPOLI, 
che mi ha insegnato veramente tanto sulla ricerca ma che, soprattutto, 
mi ha insegnato che non bisogna mai prendersi troppo sul serio. 
I would like to give my acnowledgments to Marcello Ciampoli He taught me 
many things regarding the scientific research, but the most valuable of 
these is the importance of not taking myself too seriously 
Francesco Petrini 
(09/12/2014) 
Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
Concetti e metodi del Performance- Based Wind Engineering (PBWE) - Francesco Petrini

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  • 1. Concetti e metodi del Performance- Based Wind Engineering (PBWE) Francesco Petrini Structural Engineer, Ph.D., P.E. -- School of Civil and Industrial Engineering, Sapienza Università di Roma Co-founder and Director, StroNGER S.r.l., -- e-mail: francesco.petrini@uniroma1.it francesco.petrini@stronger2012.com 09 December 2014 Giornata di studio in onore di Marcello Ciampoli Facoltà di Ingegneria, Aula del Chiostro Via Eudossiana, 18; ROMA
  • 2. Why I am speaking about Marcello Ciampoli today Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 3. Overview of my career development (2005-2014) Post-Doc Research Associate Publ 2005 2006 2007 2009 2010 Spin-off company 2011 201IA2BMAS’11 2013 (Italy) – SS Chair Oct 2004 Publ Oct 2007 Mar 2006 Nov 2008 PG PhD Student Assistant Mar 2009 Apr 2009 Jul 2009 Aug 2009 MSc degree (laurea) Aerodynamics and Aeroelasticity Jan 2007 Jan 2009 P.E. Mar 2005 Nov 2005 Jan 2005 Jan2006 Jun 2007 Jan 2008 (Sapienza University of Rome) Jun 2005 PBD for Wind Mar 2012 Mar 2011 Associate Researcher Energy Harvesting PBD for Wind, Earthquake, Fire, Blast Resilience May 2011 ICASP’11 (Swizerland) – MS Chair Jun 2011 Jan 2011 Ago 2011 Apr 2012 Jan 2013 PMC’12 (USA) – SS Chair Jan 2012 ASCE E&S ’10 (USA) PhD degree Jan 2010 Mar 2010 Aug 2010 (Sapienza University of Rome) (Sapienza University of Rome) 2008 Jun 2013 Jan 2014 ICOSSAR 2013 (USA) – MS Chair Guest Editor Spin-off company
  • 4. Overview of my career development (2005-2014) Post-Doc Research Associate Publ 2005 2006 2007 2009 2010 Spin-off company 2011 201IA2BMAS’11 2013 (Italy) – SS Chair Oct 2004 Publ Oct 2007 Mar 2006 Nov 2008 PG PhD Student Assistant Mar 2009 Apr 2009 Jul 2009 Aug 2009 MSc degree (laurea) Aerodynamics and Aeroelasticity Jan 2007 Jan 2009 P.E. Mar 2005 Nov 2005 Jan 2005 Jan2006 Jun 2007 Jan 2008 (Sapienza University of Rome) Jun 2005 PBD for Wind Mar 2012 Mar 2011 Associate Researcher Energy Harvesting PBD for Wind, Earthquake, Fire, Blast Resilience May 2011 ICASP’11 (Swizerland) – MS Chair Jun 2011 Jan 2011 Ago 2011 Apr 2012 Jan 2013 PMC’12 (USA) – SS Chair Jan 2012 ASCE E&S ’10 (USA) PhD degree Jan 2010 Mar 2010 Aug 2010 (Sapienza University of Rome) (Sapienza University of Rome) 2008 Jun 2013 Jan 2014 ICOSSAR 2013 (USA) – MS Chair Guest Editor Spin-off company MARCELLO
  • 5. Marcello’s influence in my career development (2005-2014) Post-Doc Research Associate Publ (Sapienza University of Rome) 2005 2006 2007 2009 2010 Spin-off company 2011 2012 2013 Oct 2004 Publ Oct 2007 Mar 2006 Nov 2008 PG PhD Student Assistant Mar 2009 Apr 2009 Jul 2009 Aug 2009 MSc degree (laurea) Aerodynamics and Aeroelasticity Jan 2007 Jan 2009 P.E. Mar 2005 Nov 2005 Jan 2005 Jan2006 Jun 2007 Jan 2008 Jun 2005 PBD for Wind Mar 2012 Mar 2011 Associate Researcher Energy Harvesting PBD for Wind, Earthquake, Fire, Blast Resilience May 2011 Jun 2011 Jan 2011 Ago 2011 Apr 2012 Jan 2013 Jan 2012 ASCE E&S ’10 (USA) PhD degree Jan 2010 Mar 2010 Aug 2010 (Sapienza University of Rome) (Sapienza University of Rome) 2008 Jun 2013 Jan 2014 ICOSSAR 2013 (USA) – MS Chair Guest Editor Spin-off company IABMAS’11 (Italy) – SS Chair ICASP’11 (Swizerland) – MS Chair PMC’12 (USA) – SS Chair MARCELLO
  • 6. Performance-Based Wind Engineering (PBWE) Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 7. Intensity measure IM SP IP Environme nt info O f(IM|O) f(IM) f(IP|IM,SP) f(IP) f(EDP|IM,IP,SP) G(EDP) f(DM|EDP) G(DM) f(DV|DM) G(DV) Hazard analysis Interaction analysis Structural analysis Damage analysis Loss analysis IM: intensity measure * IP: interaction parameters EDP: engineering demand param. DM: damage measure DV: decision variable Select O, D O: location D: design Decision-making D SP: structural system parameters f(SP) * f(SP|D) * Structural characterization Structural system info PBWE- Framework G(DV) = ∫…∫ G(DV|DM) · f(DM|EDP) · f(EDP|IM, IP, SP) · f(IP|IM,SP) · · f(IM) · f(SP) · dDM · dEDP · dIP · dIM · dSP Interaction Parameters Structural Parameters Engineering Demand Parameters EDP procedure proposed by PEER Research center Damage Measure DM Extension of the Performance-Based Seismic Design Decision Variable DV G(·|·) is a conditional complementary cumulative distribution function f(·|·) is a conditional probability density = progress with respect to the function Performance-Based Seismic Design Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, Structural Safety, 33 (6), 367-378 PBWE – The framework Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 8. Performance-Based Wind Engineering (PBWE)- Uncertainties propagation PBWE – The concept ENVIRONMENT EXCHANGE ZONE Aerodynamic and aeroelastic Wind site phenomena basic parameters Wind action STRUCTURAL SYSTEM Structural systems Non environmental actions Site-specific Wind Environmental effects (e.g. waves) Structural system as modified by service loads Vm ENVIRONMENT EXCHANGE ZONE Mean wind velocity profile Vm+ v(t) Turbulent wind velocity profile river Petrini F.(2009). “A probabilistic approach to Performance-Based Wind Engineering”, Ph.D. dissertation, department of Structural and Geotechnical Engineering, Sapienza University of Rome, Rome, Italy Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 9. Performance-Based Wind Engineering (PBWE)- Uncertainties propagation Types of uncertainties ENVIRONMENT Wind action STRUCTURAL SYSTEM Structural systems Non environmental actions EXCHANGE ZONE 1. Aleatory 2. Epistemic 3. Model Interaction parameters Structural parameters Site-specific Wind Aerodynamic and aeroelastic Wind site phenomena basic parameters Intensity measure 1. Aleatory 2. Epistemic 3. Model 1. Aleatory 2. Epistemic 3. Model Environmental effects (e.g. waves) Structural system as modified by service loads (IM ) (IP) (SP ) P(IM, IP,SP) = P(IPIM,SP)×P(IM)×P(SP) Petrini, F. & Ciampoli M., 2012, Performance-based wind design of tall buildings, Structure & Infrastructure Engineering, 8(10), 954-966. PBWE – The concept Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 10. PBWE Applications Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 11. PBWE-Application on a long span suspension bridge 1 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0 Performance Evaluation (EDP=Vertical acceleration) P(Av > av*|Vm(zdeck)) Vm(zdeck) [m/s] 0 5 10 15 20 25 30 35 Fragility curves P(EDP|IM) Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, Structural Safety, 33 (6), 367-378 Failure probability G (EDP) Vento = f(s,t) Vento = f(s,t) EDPs 0.07 1.1 Different threshold values PBWE – The first application Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 12. PBWE-Application on an High-rise building Improvement of the occupant comfort by a TMD Vm (z3) V(t;z2) w(t;z2) Vm(z2) Vm (z1) v(t;z2u(t;z ) 2) X θ B1 p TMD aL B2 H p EDP = peak across-wind acceleration at the top floor ( a ) L TMD Design Parameters Z Y γ = mTMD/mtot ξ* = damping of TMD β = ωTMD/ ω1 Parametric analysis p [mm/s2] aL γ = 1/150 90 0.125 0.145 0.165 0.185 n [Hz] β = 0.70 ; ξ* = 1% - 10% β β = = 0.80 ; ξ* = = 1% - 10% β = 0.90 ; ξ* = 1% - 10% β β = = 1.02 ; ξ* = = 1% - 10% β = 1.10 ; ξ* = 1% - 10% β β = = 1.20 ; ξ* = = 1% - 10% β = 1.30 ; ξ* = 1% - 10% Uncontrolled Apartment Office Effects on risk β = = β = = β = ξ* = = Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, Probabilistic Engineering Mechanics, 28, 75–84. PBWE – The advanced application Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 13. PBWE-Application on an Offshore Wind Turbine x,x’ w (t) P z’ y’ Waves Current P v (t) P u (t) P Turbulent wind P Mean wind Vm(zP) z y H h vw(z’) Vcur(z’) d Terrain Performance evaluation Across wind direction 1° rp EDP = peak displacement at the hub (rp) G [EDP] The structural response is obtained by analyses in the frequency domain, while the statistical characterization of the response is obtained using Monte Carlo simulation EDP [m] Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace Division International Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 PBWE – The evolution Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 14. What’s Next? Marcello’s influence to my actual work Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 15. PBE- in a Multi-Hazard environment Marcello’s influence to my actual work O f(IM|O) f(IM) f(IP|IM,SP) info Decision-making f(IP) f(EDP|IM,IP,SP) G(EDP) f(DM|EDP) G(DM) f(DV|DM) G(DV) Hazard analysis (Considering concurrence between hazards) Interaction analysis Structural analysis Damage analysis Loss analysis IM: intensity measures IP: interaction parameters EDP: engineering demand parameters DM: damage measures DV: decision variables Select O, De Environment O: location De: design De SP: structural parameters f(SP) f(SP|De) Structural characterization Structural system info De(DM) In case of hazards chain ENVIRONMENT EXCHANGE ZONE Hurricane action STRUCTURAL SYSTEM Original structure Non environmental actions Structure- Environment Interaction Wind (Aeolian hazard) Water bodies (Flood hazard) Modified structural Sources of system windborne debris (Windborne debris hazard) Rain (Rainfall hazard) W F D RA IM S A IP SP = It results = Interaction Site-specific Hazard = Uncertainty propagation Developed in collaboration with: W, F, D, RA = Intensity Measure vectors for individual hazards, Michele Barbato, Louisiana State University S, A = vector of stochastic parameters describing the structural system
  • 16. Guest Editor for a special issue on PBE Marcello’s influence to my actual work Michele Barbato Associate Professor Louisiana State University and A&M College Baton Rouge, LA 70803, USA mbarbato@lsu.edu Alessandro Palmeri Senior Lecturer Loughborough University Sir Frank Gibb Building, Loughborough LE11 3TU, UK A.Palmeri@lboro.ac.uk Francesco Petrini Associate Researcher Sapienza Università di Roma Via Eudossiana 18 00184 Rome, ITALY francesco.petrini@uniroma1.it 33 contribution have been presented Guest Editor Special Issue of Engineering Structures (Elsevier) on: Performance-Based Engineering Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 17. Marcello taught me how to write a good paper …. … and he did it in a very “soft” way Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 18. Bullshits VS Brilliant things He taught me how to write a good paper Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, Structural Safety, 33 (6), 367-378 Ricevemmo una review “non proprio” positiva The Reviewer was not so happy about the manuscript Io: “Professore, e adesso cosa facciamo?” ; “Professor, how can we arrange this? Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 19. Bullshits VS Brilliant things Ciampoli M., Petrini F., Augusti G., (2011). “Performance-Based Wind Engineering: towards a general procedure”, Structural Safety, 33 (6), 367-378 Ricevemmo una review “non proprio” positiva The Reviewer was not so happy about the manuscript Io: “Professore, e adesso cosa facciamo?” ; “Professor, how can we arrange this? Marcello: “è semplice: le stronzate dell’articolo le hai scritte tutte tu, e le cose intelligenti io, quindi lascia fare me, che tu meno fai e meglio è”; “it is very simple: the bullshits in the paper are all from your side, the brilliant parts are from my side… so: leave it to me please” He taught me how to write a good paper Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 20. Fatal combination of circumstances! Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace Division International Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 ... 15 Marzo 2010, Eravamo alle Hawaii per un convegno, lui era uscito dalla sala e si era infilato in un bellissimo negozio, io lo avevo seguito………. …. March 15°, 2010. We were in Hawaii Islands for a Conference, He Escape from the conference hall and entered in a wonderful shop. I was with him …. Io: “Professore, domani abbiamo la presentazione, non è meglio che ci prepariamo?” ; “Professor, we will present our work tomorrow, maybe is better if we go back for preparing it” Credit card! Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 21. Fatal combination of circumstances! Ciampoli M., Petrini F. (2010). Performance-Based Design of Offshore Wind Turbines, 2th biennial ASCE Aerospace Division International Conference (Earth & Space 2010), Honolulu, USA, 14 – 17 March 2010. ISBN 978-0-7844-1096-7 ... 15 Marzo 2010, Eravamo alle Hawaii per un convegno, lui era uscito dalla sala e si era infilato in un bellissimo negozio, io lo avevo seguito………. …. March 15°, 2010. We were in Hawaii Islands for a Conference, He Escape from the conference hall and entered in a wonderful shop. I was with him …. Io: “Professore, domani abbiamo la presentazione, non è meglio che ci prepariamo?” ; “Professor, we will present our work tomorrow, maybe is better if we go back for preparing it” Marcello: “senti: siamo alle Hawaii, è il giorno del mio compleanno, e la mia carta di credito è piena….questa è una terribile combinazione di eventi!” ” listen me: we are in Hawaii Islands, today is my birthday, and my credit card is full …. Thi is a fatal combination of circumstances!. ” Credit card! Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 22. What is your research topic? Petrini F., Ciampoli M., (2012). “Performance-based wind design of tall buildings”, Structure & Infrastructure Engineering - Maintenance, Management, Life-Cycle Design & Performance, 8 (10), 954-966. DOI: 10.1080/15732479.2011.574815 ... Eravamo nella sua stanza a lavorare al paper. Entra in ufficio una professoressa molto bella e vestita benissimo, per chiedergli delle cose. Dopo che se ne era andata... …. We was warking on the paper in his room. At a certain point entered a very beautiful women (that is professor in our department) in the office, asking for something …. Io: “Professore, qual’è il topic di ricerca della professoressa -----?” ; “Marcello, what is the research topic of professor -----?” Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 23. What is your research topic? Petrini F., Ciampoli M., (2012). “Performance-based wind design of tall buildings”, Structure & Infrastructure Engineering - Maintenance, Management, Life-Cycle Design & Performance, 8 (10), 954-966. DOI: 10.1080/15732479.2011.574815 ... Eravamo nella sua stanza a lavorare al paper. Entra in ufficio una professoressa BELLISSIMA e vestita benissimo, per chiedergli delle cose. Dopo che se ne era andata... …. We was warking on the paper in his room. At a certain point entered a very beautiful women (that is professor in our department) in the office, asking for something …. Io: “Professore, qual’è il topic di ricerca della professoressa -----?” ; “Marcello, what is the research topic of professor -----?” Marcello: “VECCHIO PORCOi!” ” You are a PIG! ” Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 24. Mentale Vs Fisico Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, Probabilistic Engineering Mechanics, 28, 75–84. ... Avevo inviato di Venerdi a Marcello una prima bozza del paper, per farglielo leggere il week-end……. Al lunedi gli busso in ufficio………. …. I had prepared a very first draft of the paper, in order to allow him to read the draft during the week-end…. The successive Monday in his hoffice…. Io: “Professore: ha letto la bozza del paper che le ho mandato?” “Did you read the draft of the paper? Marcello: “Ma certo!”; “yes of course!” Io: “Bè? Che ne pensa?” “And what is your feeling about it? He taught me many things, the importance of not taking myself too seriously Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 25. Mentale Vs Fisico Ciampoli M, Petrini F. (2011). “Performance-Based Aeolian Risk assessment and reduction for tall buildings”, Probabilistic Engineering Mechanics, 28, 75–84. ... Avevo inviato di Venerdi a Marcello una prima bozza del paper, per farglielo leggere il week-end……. Al lunedi gli busso in ufficio………. …. I had prepared a very first draft of the paper, in order to allow him to read the draft during the week-end…. The successive Monday in his hoffice…. Io: “Professore: ha letto la bozza del paper che le ho mandato?” “Did you read the draft of the paper? Marcello: “Ma certo!”; “yes of course!” Io: “Bè? Che ne pensa?” “And what is your feeling about it? Marcello: “Guarda: sono arrivato a leggere fino a pag. 2, poi ero talmente stufo di masturbarmi mentalmente per capire cosa volevi dire col tuo inglese, che ho preferito andare in bagno e farlo fisicamente…” ” ……. ” I AM NOT ABLE TO TRANSLATE IT IN ENGLISH! He taught me many things, the importance of not taking myself too seriously Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 26. Era terribile andare in giro con lui He was terrible! ... Era capace di attaccare discorso con tutti! ………. …. He was able to start a conversation with anyone…. NOT Marcello Marcello Marcello
  • 27. I am not still angry…… My regret ... Durante l’ultimo periodo, Marcello era un pò arrabbiato con me … ancora oggi non ne conosco il vero motivo. Lo avevo invitato piu volte a prendere un caffè insieme, per capire. Ma lui aveva (molto signorilmente) declinato. Alla fine avevo deciso di non insistere, e di aspettare il tempo di cui aveva bisogno per perdonarmi e spiegarmi…… ma purtroppo questo tempo non ce lo abbiamo avuto. Anche io mi ero arrabbiato con lui! Ma voglio dirgli che ora non lo sono più! During the last period, I realized that he was little bit angry with me. I never understood the motivation and he did not explain me. I tried to take a coffee with him in order to speak about it, but he declined (always in a very polite way). I finally decided to not make pressure on him and to allow him to take his time. But, unfortunately this time was not allowed. I was also angry with him! But I would like to say that I am not still angry with him NOW! Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini
  • 28. …. now I am grateful Acknowledgments Un caro ringraziamento a MARCELLO CIAMPOLI, che mi ha insegnato veramente tanto sulla ricerca ma che, soprattutto, mi ha insegnato che non bisogna mai prendersi troppo sul serio. I would like to give my acnowledgments to Marcello Ciampoli He taught me many things regarding the scientific research, but the most valuable of these is the importance of not taking myself too seriously Francesco Petrini (09/12/2014) Giornata per Marcello, Roma 09 Dec 2014 Francesco Petrini