Abstract

Multi-parameter-path length method for resilience (MP-PLMR) has been proposed to determine the resilience of system multiparameter considerations. It was applied to two engineering situations: (i) Passive catalytic device for hydrogen management in nuclear power plant (NPP) and (ii) Engineered systems for hydrogen mitigation in NPP. The method involves normalizations of the system parameters, the time domain and correlation coefficient across the parameters. The path length for the transient was defined using all the parameters and their correlations. The resilience value in the two case studies depended on the number of parameters considered and correlations. System resilience without the consideration of correlation was also estimated. The difference between the correlated and uncorrelated resilience was significant. While there is no established metric against which the calculated values could be compared, these values can be used to define system effectiveness in conjunction with reliability of systems.

References

1.
Holling
,
C. S.
,
1973
, “
Resilience and Stability of Ecological Systems
,”
Annu. Rev. Ecol. Syst.
,
4
(
1
), pp.
1
23
.10.1146/annurev.es.04.110173.000245
2.
Henry
,
D.
, and
Ramirez-Marquez
,
J. E.
,
2012
, “
Generic Metrics and Quantitative Approaches for System Resilience as a Function of Time
,”
Reliab. Eng. Syst. Saf.
,
99
, pp.
114
22
.10.1016/j.ress.2011.09.002
3.
Linkov
,
I.
,
Bridges
,
T.
,
Creutzig
,
F.
,
Decker
,
J.
,
Fox-Lent
,
C.
,
Kröger
,
W.
,
Lambert
,
J. H.
, et al.,
2014
, “
Changing the Resilience Paradigm
,”
Nat. Clim. Change
,
4
(
6
), pp.
407
409
.10.1038/nclimate2227
4.
Park
,
J.
,
Seager
,
T. P.
,
Rao
,
P. S. C.
,
Convertino
,
M.
, and
Linkov
,
I.
,
2013
, “
Integrating Risk and Resilience Approaches to Catastrophe Management in Engineering Systems
,”
Risk Anal.
,
33
(
3
), pp.
356
367
.10.1111/j.1539-6924.2012.01885.x
5.
Kaiser-Bunbury
,
C. N.
,
Mougal
,
J.
,
Whittington
,
A. E.
,
Valentin
,
T.
,
Gabriel
,
R.
,
Olesen
,
J. M.
, and
Blüthgen
,
N.
,
2017
, “
Ecosystem Restoration Strengthens Pollination Network Resilience and Function
,”
Nature
,
542
(
7640
), pp.
223
227
.10.1038/nature21071
6.
Riggs
,
S. A.
, and
Riggs
,
D. S.
,
2011
, “
Risk and Resilience in Military Families Experiencing Deployment: The Role of the Family Attachment Network
,”
J. Family Psychol.
,
25
(
5
), pp.
675
687
.10.1037/a0025286
7.
Haimes
,
Y. Y.
,
2009
, “
On the Definition of Resilience in Systems
,”
Risk Anal.
,
29
(
4
), pp.
498
501
.10.1111/j.1539-6924.2009.01216.x
8.
Hashimoto
,
T.
,
Stedinger
,
J. R.
, and
Loucks
,
D. P.
,
1982
, “
Reliability, Resiliency, and Vulnerability Criteria for Water Resource System Performance Evaluation
,”
Water Resour. Res.
,
18
(
1
), pp.
14
20
.
9.
Bruneau
,
M.
,
Chang
,
S. E.
,
Eguchi
,
R. T.
,
Lee
,
G. C.
,
O'Rourke
,
T. D.
,
Reinhorn
,
A. M.
,
Shinozuka
,
M.
,
Tierney
,
K.
,
Wallace
,
W. A.
, and
von Winterfeldt
,
D.
,
2003
, “
A Framework to Quantitatively Assess and Enhance the Seismic Resilience of Communities
,”
Earthquake Spectra
,
19
(
4
), pp.
733
752
.10.1193/1.1623497
10.
Vugrin
,
E. D.
,
Warren
,
D. E.
, and
Ehlen
,
M. A.
,
2011
, “
A Resilience Assessment Framework for Infrastructure and Economic Systems: Quantitative and Qualitative Resilience Analysis of Petrochemical Supply Chains to a Hurricane
,”
Process Saf. Prog.
,
30
(
3
), pp.
280
290
.10.1002/prs.10437
11.
Shen
,
L.
,
Cassottana
,
B.
, and
Tang
,
L. C.
,
2018
, “
Statistical Trend Tests for Resilience of Power Systems
,”
Reliab. Eng. Syst. Saf.
,
177
, pp.
138
147
.10.1016/j.ress.2018.05.006
12.
Diaconeasa
,
M. A.
,
Mosleh
,
A.
,
Morozov
,
A.
, and
Tai
,
A. T.
,
2020
, “
Model-Based Resilience Assessment Framework for Autonomous Systems
,”
ASME
Paper No. GT2017-64693.10.1115/GT2017-64693
13.
Vugrin
,
E. D.
,
Warren
,
D. E.
,
Ehlen
,
M. A.
, and
Camphouse
,
R. C.
,
2010
, “
A Framework for Assessing the Resilience of Infrastructure and Economic Systems
,”
Sustainable Infrastructure Systems: Simulation, Modeling, and Intelligent Engineering
,
Springer-Verlag, Inc
.,
Berlin
.
14.
The Infrastructure Security Partnership (TISP),
2006
,
Regional Disaster Resilience: A Guide for Developing on Action Plan
,
American Society of Civil Engineers
,
Reston,VA
.
15.
Kaklauskas
,
A.
,
Lepkova
,
N.
,
Amaratunga
,
D.
,
Lill
,
I.
,
Urbonaviciene
,
V.
,
Naimaviciene
,
J.
,
Budryte
,
L.
,
Tupenaite
,
L.
, and
Kanapeckiene
,
L.
,
2014
, “
Recommender Thermometer for Measuring the Preparedness for Flood Resilience Management
,”
4th International Conference on Building Resilience
, Building Resilience, Salford Quays, Sept. 8–10, Procedia Economics and Finance 18, pp.
377
384
16.
Hosseini
,
S.
,
Barker
,
K.
, and
Ramirez-Marque
,
J. E.
,
2016
, “
A Review of Definitions and Measures of System Resilience
,”
Reliab. Eng. Syst. Saf.
,
145
, pp.
47
61
.10.1016/j.ress.2015.08.006
17.
Gilbert
,
S.
, and
Ayyub
,
B. M.
,
2016
, “
Models for the Economics of Resilience
,”
ASCE-ASME J. Risk Uncertainty Eng. Syst., Part A
,
2
(
4
), p.
04016003
.10.1061/AJRUA6.0000867
18.
Najafi
,
J.
,
Peiravi
,
A.
, and
Guerrero
,
J. M.
,
2018
, “
Power Distribution System Improvement Planning Under Hurricanes Based on a New Resilience Index
,”
Sustainable Cities Soc.
,
39
, pp.
592
604
.10.1016/j.scs.2018.03.022
19.
Labaka
,
L.
,
Hernantes
,
J.
, and
Sarriegi
,
J. M.
,
2015
, “
Resilience Framework for Critical Infrastructures: An Empirical Study in a Nuclear Plant
,”
Reliab. Eng. Syst. Saf.
,
141
, pp.
92
105
.10.1016/j.ress.2015.03.009
20.
Ouyang
,
M.
, and
Wang
,
Z.
,
2015
, “
Resilience Assessment of Interdependent Infrastructure Systems: With a Focus on Joint Restoration Modeling and Analysis
,”
Reliab. Eng. Syst. Saf.
,
141
, pp.
74
82
.10.1016/j.ress.2015.03.011
21.
Youn
,
B. D.
,
Hu
,
C.
, and
Wang
,
P.
,
2011
, “
Resilience-Driven System Design of Complex Engineered Systems
,”
ASME J. Mech. Des.
,
133
(
10
), p.
101011
.10.1115/1.4004981
22.
Rose
,
A.
,
2007
, “
Economic Resilience to Natural and Man-Made Disasters: Multidisciplinary Origins and Contextual Dimensions
,”
Environ. Hazard
,
7
(
4
), pp.
383
98
.10.1016/j.envhaz.2007.10.001
23.
Zhang
,
X.
,
Mahadeva
,
S.
,
Sankararaman
,
S.
, and
Goebel
,
K.
,
2018
, “
Resilience-Based Network Design Under Uncertainty
,”
Reliab. Eng. Syst. Saf.
,
169
, pp.
364
379
.10.1016/j.ress.2017.09.009
24.
Wang
,
J. W.
,
Gao
,
F.
, and
Ip
,
W. H.
,
2010
, “
Measurement of Resilience and Its Application to Enterprise Information Systems
,”
Enterp. Inf. Syst.
,
4
(
2
), pp.
215
223
.10.1080/17517571003754561
25.
Weick
,
K. E.
, and
Sutcliffe
,
K. M.
,
2007
,
Managing the Unexpected: Resilient Performance in an Age of Uncertainty
, 2nd ed.,
Jossey-Bass
,
San Francisco, CA
.
26.
Lekka
,
C.
,
2011
,
High Reliability Organizations: A Review of the Literature
,
HSE Books
, UK.
27.
Pak
,
S.
,
Heo
,
G.
,
Ahmed
,
R.
, and
Kim
,
J. T.
,
2015
, “
Development of Empirical Parameter Network to Enhance Accident Monitoring Resilience
,”
Prog. Nucl. Energy
,
78
, pp.
240
250
.10.1016/j.pnucene.2014.09.007
28.
Cho
,
S. G.
,
Furuya
,
O.
, and
Kurabayashi
,
H.
,
2019
, “
Enhancement of Seismic Resilience of Piping Systems in Nuclear Power Plants Using Steel Coil Damper
,”
Nucl. Eng. Des.
,
350
, pp.
147
157
.10.1016/j.nucengdes.2019.05.006
29.
Hollnagel
,
E.
,
Wears
,
R. L.
, and
Braithwaite
,
J.
, “
From Safety - I to Safety - II: A White Paper
,”
The Resilient Health Care Net: Published simultaneously by the University of Southern Denmark
,
University of Florida, USA, and Macquarie University
,
Australia
, accessed Aug. 30, 2022, https://www.england.nhs.uk/signuptosafety/wp-content/uploads/sites/16/2015/10/safety-1-safety-2-whte-papr.pdf
30.
Kim
,
J. T.
,
Park
,
J.
,
Kim
,
J.
, and
Hyun
,
S. P.
,
2018
, “
Development of a Quantitative Resilience Model for Nuclear Power Plants
,”
Ann. Nucl. Energy
,
122
, pp.
175
184
.10.1016/j.anucene.2018.08.042
31.
Munoz
,
A.
, and
Dunbar
,
M.
,
2015
, “
On the Quantification of Operational Supply Chain Resilience
,”
Int. J. Prod. Res.
,
53
(
22
), pp.
6736
6751
.10.1080/00207543.2015.1057296
32.
Patriarca
,
R.
,
Bergström
,
J.
,
Di Gravio
,
G.
, and
Costantino
,
F.
,
2018
, “
Resilience Engineering: Current Status of the Research and Future Challenges
,”
Saf. Sci.
,
102
, pp.
79
100
.10.1016/j.ssci.2017.10.005
33.
Shukla
,
V.
,
Ganju
,
S.
,
Varma
,
S.
,
Sengupta
,
S.
, and
Maheshwari
,
N. K.
,
2019
, “
Affect of Recombiner Location on Its Performance in Closed Containment Under Dry and Steam Conditions
,”
Int. J. Hydrogen Energy
,
44
(
47
), pp.
25957
25973
.10.1016/j.ijhydene.2019.08.015
34.
Choi
,
W.
,
Yu
,
S. O.
, and
Kim
,
S. J.
,
2018
, “
Efficacy Analysis of Hydrogen Mitigation Measures of CANDU Containment Under LOCA Scenario
,”
Ann. Nucl. Energy
,
118
, pp.
122
130
.10.1016/j.anucene.2018.04.008
You do not currently have access to this content.