Table Of ContentTable	of	Contents
Preface
Introduction
PART	1	-	Qualitative	Methods	for	Evaluating	the
Reliability	of	Civil	Engineering	Structures
Introduction	to	Part	1
Chapter	1.	Methods	for	System	Analysis	and	Failure	Analysis
1.1.	Introduction
1.2.	Structural	analysis
1.3.	Functional	analysis
1.4.	Failure	Modes	and	Effects	Analysis	(FMEA)
1.5.	Bibliography
Chapter	2.	Methods	for	Modeling	Failure	Scenarios
2.1.	Introduction
2.2.	Event	tree	method
2.3.	Fault	tree	method
2.4.	Bow-tie	method
2.5.	Criticality	evaluation	methods
Chapter	3.	Application	to	a	Hydraulic	Civil	Engineering	Project
3.1.	Context	and	approach	for	an	operational	reliability	study
3.2.	Functional	analysis	and	failure	mode	analysis
3.3.	Construction	of	failure	scenarios
3.4.	Scenario	criticality	analysis
3.5.	Application	summary
3.6.	Bibliography
PART	2	-	Heterogeneity	and	Variability	of	Materials:
Consequences	for	Safety	and	Reliability
Introduction	to	Part	1
Chapter	4.	Uncertainties	in	Geotechnical	Data
4.1.	Various	sources	of	uncertainty	in	geotechnical
engineering
4.2.	Erroneous,	censored	and	sparse	data
4.3.	Statistical	representation	of	data
4.4.	Data	modeling
4.5.	Conclusion
4.6.	Bibliography
Chapter	5.	Some	Estimates	on	the	Variability	of	Material	Properties
5.1.	Introduction
5.2.	Mean	value	estimation
5.3.	Estimation	of	characteristic	values
5.4.	Principles	of	a	geostatistical	study
5.5.	Bibliography
Chapter	6.	Reliability	of	a	Shallow	Foundation	Footing
6.1.	Introduction
6.2.	Bearing	capacity	models	for	strip	foundations	–	modeling
errors
6.3.	Effects	of	soil	variability	on	variability	in	bearing
capacity	and	safety	of	the	foundation
6.4.	Taking	account	of	the	structure	of	the	spatial	correlation
and	its	influence	on	the	safety	of	the	foundation
6.5.	Conclusions
6.6.	Bibliography
PART	3	-	Metamodels	for	Structural	Reliability
Introduction	to	Part	3
Chapter	7.	Physical	and	Polynomial	Response	Surfaces
7.1.	Introduction
7.2.	Background	to	the	response	surface	method
7.3.	Concept	of	a	response	surface
7.4.	Usual	reliability	methods
7.5.	Polynomial	response	surfaces
7.6.	Conclusion
7.7.	Bibliography
Chapter	8.	Response	Surfaces	based	on	Polynomial	Chaos
Expansions
8.1.	Introduction
8.2.	Building	of	a	polynomial	chaos	basis
8.3.	Computation	of	the	expansion	coefficients
8.4.	Applications	in	structural	reliability
8.5.	Conclusion
8.6.	Bibliography
PART	4	-	Methods	for	Structural	Reliability	over	Time
Introduction	to	Part	4
Chapter	9.	Data	Aggregation	and	Unification
9.1.	Introduction
9.2.	Methods	of	data	aggregation	and	unification
9.3.	Evaluation	of	evacuation	time	for	an	apartment	in	case	of
fire
9.4.	Conclusion
9.5.	Bibliography
Chapter	10.	Time-Variant	Reliability	Problems
10.1.	Introduction
10.2.	Random	processes
10.3.	Time-variant	reliability	problems
10.4.	PHI2	method
10.5.	Industrial	application:	truss	structure	under	time-varying
loads
10.6.	Conclusion
10.7.	Bibliography
Chapter	11.	Bayesian	Inference	and	Markov	Chain	Monte	Carlo
Methods
11.1.	Introduction
11.2.	Bayesian	Inference
11.3.	MCMC	methods	for	weakly	informative	data
11.4.	Estimating	a	competing	risk	model	from	censored	and
incomplete	data
11.5.	Conclusion
11.6.	Bibliography
Chapter	12.	Bayesian	Updating	Techniques	in	Structural	Reliability
12.1.	Introduction
12.2.	Problem	statement:	link	between	measurements	and
model	prediction
12.3.	Computing	and	updating	the	failure	probability
12.4.	Updating	a	confidence	interval	on	response	quantities
12.5.	Bayesian	updating	of	the	model	basic	variables
12.6.	Updating	the	prediction	of	creep	strains	in	containment
vessels	of	nuclear	power	plants
12.7.	Conclusion
12.8.	Acknowledgments
12.9.	Bibliography
PART	5	-	Reliability-based	Maintenance	Optimization
Introduction	to	Part	5
Chapter	13.	Maintenance	Policies
13.1.	Maintenance
13.2.	Types	of	maintenance
13.3.	Maintenance	models
13.4.	Conclusion
13.5.	Bibliography
Chapter	14.	Maintenance	Cost	Models
14.1.	Preventive	maintenance
14.2.	Maintenance	based	on	time
14.3.	Maintenance	based	on	age
14.4.	Inspection	models
14.5.	Structures	with	large	lifetimes
14.6.	Criteria	for	choosing	a	maintenance	policy
14.7.	Example	of	a	corroded	steel	pipeline
14.8.	Conclusion
14.9.	Bibliography
Chapter	15.	Practical	Aspects:	Industrial	Implementation	and
Limitations	in	a	Multi-criteria	Context
15.1.	Introduction
15.2.	Motorway	concession	with	high	performance
requirements
15.3.	Ageing	of	civil	engineering	structures:	using	field	data	to
update	predictions
15.4.	Conclusion
15.5.	Bibliography
Conclusion
List	of	Symbols
List	of	Authors
Index
First	published	2011	in	Great	Britain	and	the	United	States	by	ISTE	Ltd	and	John	Wiley	&
Sons,	Inc.
Apart	from	any	fair	dealing	for	the	purposes	of	research	or	private	study,	or	criticism	or
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©	ISTE	Ltd	2011
The	rights	of	Julien	Baroth,	Franck	Schoefs,	Denys	Breysse	to	be	identified	as	the	authors	of
this	work	have	been	asserted	by	them	in	accordance	with	the	Copyright,	Designs	and	Patents
Act	1988.
Library	of	Congress	Cataloging-in-Publication	Data
Construction	reliability	/	edited	by	Julien	Baroth,	Franck	Schoefs,	Denys	Breysse.
p.	cm.
Includes	bibliographical	references	and	index.
				ISBN	978-1-84821-230-5
1.	Buildings--Reliability.	2.	Public	works--Reliability.	3.	Structural	failures--Prevention.	I.
Baroth,	Julien.	II.	Schoefs,	Franck.	III.	Breysse,	D.
				TA656.C68	2011	
				624--dc23
2011019207
British	Library	Cataloguing-in-Publication	Data
A	CIP	record	for	this	book	is	available	from	the	British	Library
ISBN	978-1-84821-230-5
Preface
From	26	to	28	March	2008,	a	conference	entitled	“Fiabilité	des	matériaux	et	des	structures"
(“Reliability	of	materials	and	structures",	JNFiab’08)1	took	place	at	the	University	of	Nantes,
France,	bringing	together	the	French	scientific	communities	interested	in	reliability	and	risk
analysis,	as	applied	to	materials	and	structures.	This	colloquium	followed	on	from	several
different	 events:	 the	 fifth	 “Reliability	 of	 materials	 and	 structures"	 conference,	 the	 second
Méc@proba	 training	 day2	 and	 the	 second	 scientific	 session	 in	 the	 subject	 area	 of
“Understanding	risk	in	civil	engineering"	(MRGenCi	scientific	interest	group3).
It	combined	their	themes	and	concerns	as	an	extension	of	the	first	shared	workshop	between
the	 Associations	 Françaises	 de	 Génie	 Civil	 (AFGC,	 or	 French	 Associations	 of	 Civil
Engineering4)	and	the	Associations	Françaises	de	Méchanique	(AFM,	or	French	Associations
of	 Mechanical	 Engineering)5,	 during	 the	 twenty-fifth	 annual	 meeting	 of	 the	 Association
Universitaire	de	Génie	Civil	(AUGC,	Universities	civil	engineering	association6)	held	on
23–25	May	2007,	in	Bordeaux,	France.
This	 book	 was	 first	 conceived	 during	 these	 sessions,	 organized	 by	 the	 MRGenCi	 and
Méc@Proba	scientific	interest	groups,	where	the	authors	gave	presentations	on	the	advances
they	have	made	in	their	respective	fields.
Although	the	examples	of	structures	that	can	be	found	in	this	book	fall	under	the	umbrella	of
civil	engineering	(nuclear	and	oil	industries,	buildings	and	dams),	themethods	we	consider	are
just	as	applicable	to	any	sort	of	complex	mechanical	system	involving	a	large	number	of
uncertainties.	 Thus	 the	 book	 is	 of	 interest	 to	 the	 civil	 engineering	 community	 but	 also	 to
mechanical	engineers	or	those	interested	in	reliability	theory,	whether	their	background	is	in
industry	or	academia,	who	have	been	exposed	to	research	and	development	processes.	Masters
students,	engineering	students	and	doctoral	students,	engineers	and	research	associates	will	all
find	a	detailed	discussion	of	methods	and	applications.
The	 authors	 are	 indebted	 to	 the	 two	 main	 proofreaders,	 with	 their	 complementary
backgrounds.	The	first	is	Maurice	Lemaire,	a	university	professor	who	teaches	at	the	Institut
Français	 de	 Mécanique	 Avancée	 (IFMA,	 French	 Institute	 for	 Advanced	 Mechanical
Engineering7)	and	at	the	Blaise	Pascal	University8	(UBP)	at	Clermont-Ferrand,	and	who	is
consultant	to	the	company	Phimeca9	which	he	co-founded.	The	second	is	André	Lannoy,	Vice-
President	 of	 the	 Institut	 pour	 la	 Maîtrise	 des	 Risques	 (IMdR,	 Institute	 for	 Risk
Management10),	who	built	his	career	as	a	research	engineer	and	subsequently	as	scientific
adviser	to	the	research	and	development	section	of	EDF.	In	particular,	André	Lannoy	co-
organizes	 the	 working	 group	 “Sécurité	 et	 sûreté	 des	 structures"	 (GTR	 3S,	 Safety	 and
reliability	of	structures11),	a	group	which	counts	several	of	the	authors	of	this	book	among	its
members.
The	authors	would	like	to	express	their	particular	gratitude	to	Maurice	Lemaire	for	his