Conference PaperPDF Available

Impact of ship age on tanker accidents

Authors:

Figures

Content may be subject to copyright.
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
1
Impact of ship age on tanker accidents
A. Papanikolaou1), E. Eliopoulou2)
1Ship Design Laboratory-NTUA, Greece, papa@deslab.ntua.gr
2) Ship Design Laboratory-NTUA, Greece, eli@deslab.ntua.gr
Abstract
There is a strong general believe that ship accidents
and particularly tanker accidents leading to marine
pollution are mainly related to ship’s age, namely the
older the ship the more likely her involvement in at least
non-accidental structural failure accidents.
The paper presents results of a comprehensive analysis
of recorded large tanker accidents of DWT greater than
60,000 that occurred in the period between 1990 and
2007. The analysis enables the identification of clear
trends with respect to the accident rates per shipyear
for all major accident categories. It also relates the
impact of ship’s hull design, namely of the double hull
and the various non-double hull configurations, as well
as the impact of ship’s age on non-accidental structural
failure accidents. Results of the latter analysis were
partly unexpected, showing that more than ship’s age,
the actual condition of ship’s structure in terms of main-
tenance and building quality are the decisive factors for
non accidental structural failure accidents.
Keywords
Tanker accident rates; marine pollution; tanker hull
design; impact of ship’s age on accidents
Nomenclature
DH Double hull ships
LOWI Loss of Watertight Integrity
NASF Non-Accidental Structural Failure
1. Introduction
The introduction of OPA90 and the more recent amend-
ments to the MARPOL convention by IMO, first man-
dating double hulls for new tankers and second acceler-
ating the phase-out of single hull tankers, were con-
ceived in order to minimize oil pollution caused by
tanker accidents. As a result of this and of other meas-
ures, a remarkable decrease of tanker accidents of all
types could be observed, Fig.1.
The main scope of the present paper is to identify possi-
ble relationships between the tanker hull design (Double
Hull and Non-Double hull configurations) and of ship’s
building year and age with marine accidental oil pollu-
tion. Calculations of accident rates were conducted on
the basis of historical data for the period 1990-2007 by
category of accidents, ship’s hull type configuration and
building year in order to identify underlying trends. In
particular, the paper focuses on the impact of tanker’s
hull type and age on the accident statistics, considering
the introduction of a variety of regulatory developments
since the early 90ties (OPA 90 and MARPOL amend-
ments), phase-out schemes of single-hull tankers, en-
hanced class survey programs and 2nd hand tanker ship
trading patterns.
Oil Tanker Casualties, Historical data
0.00E+00
2.00E-02
4.00E-02
6.00E-02
8.00E-02
1.00E-01
1.20E-01
1.40E-01
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
Frequen cy per shipyear
Collision Contact Grounding Fire Explosion NASF
Fig. 1: Frequency per shipyear
2. Approach
2.1 Field Data Model
Casualty databases are potentially important tools for
the evaluation of tanker safety and the environmental
performance of the shipping industry. The investigation
of historic accident scenarios could lead to the identifi-
cation of vulnerable operational or design problems and
also provide guidance to regulatory process to ship
safety and environmental protection.
There are many casualty databases available nowadays,
enabling the conduct of this type of analysis; the most
prominent and complete ones are believed to be the
Lloyd’s Register Fairplay (LRFP) and Lloyd’s Maritime
Intelligent Unit (LMIU). Although these databases con-
tain a significant amount of data (even though it is be-
lieved that a series of data related to near-misses and
underreporting are missing), they were originally not
designed for potential application to rational risk as-
sessment procedures, making their usage in engineering
studies, if not post-processed, quite problematic.
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
2
This post-processing may be achieved by a second
round of evaluation of these casualty data transforming
first the source information, i.e. textual information, into
a proper format to be directly applicable in risk assess-
ment studies.
Therefore, for setting-up proper tanker ship risk evalua-
tion models, the casualty information of the LRFP and
LMIU databases were imported into a purposely de-
signed database of NTUA-SDL (Papanikolaou et al.,
2005) enabling the further processing towards the quan-
tification of detailed event categories and the direct
extract of conditional probabilities of identified accident
scenarios in terms of frequency and consequence mod-
els.
In Fig. 2, the herein applied field data model for this
assessment is illustrated (Eliopoulou et al., 2008).
Fig. 2: Field Data Model
2.2 Sampling plan
The applied full evaluation model of ships’ casualties,
independently of ship type, shall include all possible
incident categories that may lead to an undesired event
(as a consequence of identified hazards), as indicated in
Fig. 3. The particular study focuses on the six (6) events
that potentially lead to ship’s Loss Of Watertight Integ-
rity (LOWI), namely collision, contact, grounding, fire,
explosion, non-accidental structural failure and to acci-
dental oil pollution.
Fig. 3: Generic Casualty Categorization
The time period of 1990-20071 was selected for the
present investigation, aiming at looking at the present
state of affairs and into the foreseeable future. This was
done for the following reasons.
1. The sample of ship accidents to be analyzed should
be representative for the present status and the fore-
1 Results of a similar study on AFRAMAX ship accidents for the
period 1978-2003, in which the share of double hull ships was limited,
may be found in (Papanikolaou et al., 2006).
seeable future.
2. In (Delautre et al., 2005) it was found that there
was a significant reduction of accidents occurrence
in the post-90 period (Fig. 1) due to the introduc-
tion of a series of regulations (with the most promi-
nent one being OPA 90) on the prevention and
mitigation of accidents (Fig. A1, Appendix)
3. In the post-1990, more and more double hull ships
were built and are operating, displacing single hull
ships (Fig. A2, Appendix).
With respect to the studied tanker subcategories and
sizes, large oil tankers - Oil Tankers, Crude Tankers,
Shuttle Tankers, Product Carriers and Chemical/Oil
Tankers- of DWT greater than 60,000 were selected for
the herein presented investigation. Considering the
above, in total 814 incidents large tanker accidents were
investigated, Table 1.
Table 1: Casualty data2, Covered period 1990-2007
Category No of incidents %
Collision 265 33%
Contact 93 11%
Grounding 192 24%
Fire 77 9%
Explosion 39 5%
NASF 148 18%
Total 814 100%
2.3 Fleet at risk
Relevant fleet at risk was based on LRFP data (Loer &
Hamann, 2007), see Appendix, Fig. A2.
3. Navigational events
3.1 Collision events
Collision events refer to incidents where two vessels
accidentally come into contact with each other. The
investigated scenarios contain collisions when the
tanker vessel is striking or being struck by another ship.
The collision probability is highly related to the traffic
density. According to the statistics, most collisions take
place within congested waters with dense ship traffic,
crossing routes and areas with large ship speed varia-
tions. The basic causes are bad visibility, navigational or
technical failures.
Concerning the degree of event’s severity as coded in
LRFP/LMIU databases, 25% of them are characterised
by serious degree of severity, from which 8% resulted to
ship’s total loss.
In 8 events out of 265 (Table 1), there were 2 non-
serious injuries and 55 fatalities (39 missing persons and
16 deaths).
In 11 cases out of the 265 recorded accidents (4%), fire
occurred during the accident. In all these cases, except
for one, the accident was of serious degree of severity.
2 Excluded incidents happened in Shipyards & Drydocks
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
3
Collision events, followed by fire/explosion, are events
with very severe consequences. According to the setup
database, in cases when collision was followed by
fire/explosion, the expected crew fatality rate is about
40% of ship’s crew number, when there is ship’s total
loss and 14%, when there is no total loss but severe ship
damage.
With respect to the oil spill occurrence, in 27 collision
events (10% of registered collisions) there was oil re-
lease to the sea, resulting to 126,532 tonnes of oil spilt
within the studied period.
3.2 Contact events
Contact events refer to scenarios where the vessel acci-
dentally comes into contact with a floating object or a
fixed installation. The likelihood of contacts is higher in
congested waters than in open sea operation. In fact, the
majority of the contact scenarios takes place during
maneuvering operations or approach/sailing in rivers
and canals. The basic causes for contacts are poor visi-
bility, navigational, technical or human failures.
In total, 93 accidents were registered as contacts, Table
1, from which 67% were contacts with a fixed installa-
tion and 33% with a floating object. Concerning the
degree of the event’s severity, as coded in LRFP/LMIU
databases, 25% were characterised by serious degree of
severity. No ship’s total loss was registered in the par-
ticular incident category. No injuries or fatalities were
recorded during the studied period in such events.
With respect to the oil spill occurrence, in 16 contact
events (17% of registered contacts) there was oil re-
lease to the sea, resulting to 13,162 tonnes of oil spilt
within the studied period.
3.3 Grounding events
Grounding events refer to scenarios where the vessel
accidentally comes into contact with the sea bed or
shore. Grounding is predominantly caused by naviga-
tional failure (powered grounding) or by propulsion,
power or steering failure (drift grounding).
The main causes for grounding accidents are related to
ground topology and environmental conditions, techni-
cal failures (steering or machinery failures) and human
factors.
In total, 192 accidents were registered as groundings, of
which 83% were powered groundings and 17% were
drift groundings.
Concerning the degree of event’s severity as coded in
LRFP/LMIU databases, 41% are characterised by seri-
ous degree of severity, from which 5% resulted to ship’s
total loss.
Concerning all grounding scenarios, in only one acci-
dent there was one reported fatality (missing person).
With respect to the oil spill occurrence, in 17 grounding
events (9% of registered groundings) there was oil re-
lease to the sea, resulting to 245,942 tonnes of oil spilt
within the studied period.
3.4 Frequency of navigational events
In Figs 4-6, the frequency of each navigational event is
presented for the two basic ship hull types (DH and non
DH). Tanker hull type appears not to be related to the
occurrence of navigational accidents. This conclusion
could be expected, because the main causes of such
events are related to human operational errors or/ and
technical failures. Thus, the frequency assessment of
navigational events could be considered as independent
of the hull type.
However, the consequences of navigational accidents
are expected to be different in terms of environmental
oil cargo release, because there is a certain probability
of inner hull non-breaching for DH ships, resulting to no
environmental pollution.
Collision eve nts
0.00E+00
5.00E-03
1.00E-02
1.50E-02
2.00E-02
2.50E-02
3.00E-02
1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Incident Yea r
Frequency per shipyear
Non-DH ships DH ships
Fig. 4: Frequency of collision events
Contact events
0.00E+00
2.50E-03
5.00E-03
7.50E-03
1.00E-02
1.25E-02
1.50E-02
1.75E-02
2.00E-02
1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Incident Year
Frequency per shipyear
Non-DH ships DH ships
Fig. 5: Frequency of contact events
Grounding events
0.00E+00
5.00E-03
1.00E-02
1.50E-02
2.00E-02
2.50E-02
1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Incident Year
Frequency per shipyear
Non-DH ships DH-ships
Fig. 6: Frequency of grounding events
3.5 Navigational events & ship’s age
The frequency of navigational events increases when
ships turn 15 years and older, whereas high frequencies
are observed for the collisions and groundings of young
ships (0-5 years), Fig. 7. Although there is a small res-
ervation on the estimation of the employed fleet at risk
in calculating the event frequencies, slightly underesti-
mating the number of newbuildings entering the fleet at
risk at the year of census, the observed high frequencies
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
4
for the navigational events of young ships may be re-
lated to crew’s proper training, communication prob-
lems and to crew’s ability to handle new technology
equipment.
Navigational Events, Covered Period 1990-2007
Oi l Tanker s >60, 000 DWT, F requency per shipyea r
0.00E+00
5.00E-03
1.00E-02
1.50E-02
2.00E-02
2.50E-02
0-5 years 6-10 years 11-15 years 16-20 years > 20 years
Collisions Contacts Groundings
Fig. 7: Frequency of navigational events vs. Ship’s age
4. Fire and Explosion events
4.1 Fire events
Fire events refer to scenarios where the fire is the first,
initiative event. Fire can start due to internal sources,
external sources (unlawful acts, spread of fire from
other ship) or due to atmospheric conditions (by light-
ing).
Fire due to internal source can be initiated in ship’s aft
area, on deck, in Cargo/Slop tanks area, in Ballast/Void
spaces or in the Fore Peak area.
Fire in the aft area can occur in the accommodation area
(above main deck) because of electrical faults, heating
equipment failure, smoking etc., or below the main deck
in Engine Room or in the Pump Room.
The accident evolution depends on the timing
(early/late) of detection and the rate of fire spreading.
In total, 77 accidents were registered as fire, 96% were
fires due to internal source, 1% by external source and
3% by lightning.
Fire due to internal source started in Aft Area (89%), in
cargo/slop tanks (5%), in ballast tanks (3%) and on deck
(3%).
Concerning the degree of event’s severity, as coded in
LRFP/LMIU databases, 31% were characterised by
serious degree of severity, from which 27% resulted to
ship’s total loss.
In 10 accidents, there were 22 injuries (21 serious & 1
non serious) and 12 fatalities (5 missing and 7 deaths).
With respect to the oil spill occurrence, in 2 fire events
(3% of registered fires) there was oil release resulting to
161,000 tonnes of oil spilt within the studied period.
4.2 Explosion events
Explosion events refer to scenarios where the explosion
is the first, initiative event. In total, 39 explosions oc-
curred in the operational phase of the studied tanker
ships during the period 1990-2007.
Explosion started in Aft Area (47%), in cargo/slop tanks
(47%), and on deck (6%).
Concerning the degree of event’s severity as coded in
LRFP/LMIU databases, 69% were characterised by
serious degree of severity, from which 28% resulted to
ship’s total loss.
In 17 accidents out of 39, Table 1, there were 65 fatali-
ties.
With respect to the oil spill occurrence, in 3 explosion
events (8% of registered explosions) there was oil re-
lease to the sea resulting to 278,770 tonnes of oil spilt
within the studied period.
4.3 Frequency of fire, and explosion events
In Figs 8-9, the frequency of fire and explosion event is
presented for each basic hull type. Tanker hull type
seems to be unrelated to the occurrence of fire and ex-
plosion accidents. Thus, frequency assessment could be
considered as independent of hull type.
Fire events
0.00E+00
2.50E-03
5.00E-03
7.50E-03
1.00E-02
1.25E-02
1.50E-02
1.75E-02
2.00E-02
1990 1991 19921993 1994 1995 1996 1997 1998 1999 20002001 2002 2003 2004 2005 2006 2007
Incide nt Yea r
Freque ncy per shipyear
Non-DH DH ships
Fig. 8: Frequency of fire events
Explosion events
0.00E+00
2.00E-03
4.00E-03
6.00E-03
8.00E-03
1.00E-02
1.20E-02
1.40E-02
1.60E-02
1.80E-02
1990 1991 19921993 1994 1995 1996 1997 1998 1999 20002001 2002 2003 2004 2005 2006 2007
Incide nt Yea r
Freque ncy per shipyear
Non-DH DH ships
Fig. 9: Frequency of explosion events
4.4 Fire, Explosion events & ship’s age
Figs 10-11 present the frequency of fire, and explosion
occurrence by ship hull type and age. DH ships are a
relatively new ships thus there are no representatives in
the larger age groups. Independently of the hull type,
higher frequencies are observed for higher ship ages.
Fires, Covered Period 1990-2007
Oil Tankers >60,000 DWT
0.00E+00
2.00E-03
4.00E-03
6.00E-03
8.00E-03
1.00E-02
1.20E-02
0-5 years 6-10 years 11-15 years 16-20 years > 20 years
Frequency per shipyear
All ships DH sh ips
Fig. 10: Frequency of fire events by group age
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
5
Regarding the high frequencies observed for the fire and
explosions of young ships (0-5 years), there is a small
reservation on the estimation of the employed fleet at
risk, not properly capturing the number of newbuildings
entering the fleet at risk at the year of census.
Explos ions, Cov ered Per iod 199 0-200 7
Oil Tankers >60,000 DWT
0.00E+00
5.00E-04
1.00E-03
1.50E-03
2.00E-03
2.50E-03
3.00E-03
3.50E-03
4.00E-03
4.50E-03
0-5 years 6-10 years 11-15 years 16-20 years > 20 years
All ships DH shi ps
Fig. 11: Frequency of explosion events by group age
5. Non-accidental structural failures, NASF
Non-accidental structural failure events refer to scenar-
ios where the hull presents cracks and fractures, affect-
ing ship’s structural integrity and seaworthiness. Dam-
age to a vessel rudder, or rudder-adjoining parts are
herein also counted as structural damage. However,
damages related to ship’s hull-fitting equipments, like
vessel propeller, propeller portion or propeller adjoining
parts are not included in the particular categorisation.
Non-accidental structural failures may potentially lead
to the Loss Of Watertight Integrity (LOWI); they occur
because of structural degradation, overstressing due to
excessive loading or due to poor design and/or construc-
tion.
Such accidents mainly happen while the tanker ship is
in en-route in Open Sea/Archipelagos, or during loading
or discharging operations.
5.1 NASF recordings independent of ship’s hull type
Non-accidental structural failure events present 18% of
all registered initial causes in the setup database involv-
ing large tanker ships for the studied period 1990-2007.
In total, 148 accidents were registered as non-accidental
structural failures, Table 1.
The degree of event’s severity as coded in LRFP/LMIU
databases is presented in Fig. 12.
NASF, Historical data, Covered period 1990-2007
Degree of severity, 148 incidents
6
46
4
92
0
20
40
60
80
100
Total loss Serious Not serious Unknown
No of accidents
Fig. 12: NASF, accidents’ severity
Focusing on the 6 cases where there was ship’s total
loss, the following was observed:
All accidents happened while the ship was en route
in Open Sea, in heavy weather conditions.
In all cases the involved tanker ships were of Non-
DH construction.
In 5 cases, external hull damage was the starting
point of NASF. The ship was loaded in 4 cases out
of 5, causing significant oil spill in the majority of
cases.
In the remaining one case, deck damage was the
starting point of NASF.
With respect to the oil spill occurrence, in 38 non-
accidental structural failures (26% of registered NASF)
there was oil release to the sea resulting to 170,538
tonnes of oil spilt within the studied period.
5.2 NASF recordings of Double Hull ships
Focusing on Double Hull ships, 20 non-accidental struc-
tural failures were registered in the period 1990-2007.
Concerning the degree of event’s severity as coded in
LRFP/LMIU database, in 11 cases the event was char-
acterised by serious degree of severity and in 9 cases
there were non serious degree of severity.
According to the recorded data, the weather condition
was an important factor in 6 cases out of 20.
Practically, no oil spill occurred due to NASF for DH
ships in the study period (in 1 case there was a minor
release of oil, around 1 tonne).
5.3 Weather relation
Based on the NASF registered data for all ships, regard-
less the hull type, many incidents happened in heavy
weather conditions (about 35%, 52 cases out of 148
incidents). This does not mean that the weather condi-
tion is the main cause of non-accidental structural fail-
ures. Large tanker hulls are typically designed to handle
a wide range of weather conditions. In case of poor hull
structural design or corrosion due to poor maintenance,
however, the structure becomes weak to handle heavy
weather conditions and this naturally leads to non-
accidental structural failures.
Focusing on Double Hull ships, the relation of NASF to
weather conditions was found to be almost the same as
for the overall fleet (about 30%, 6 cases out of 20 inci-
dents). This could be actually more related to structural
design problems because the particular tanker fleet has a
relatively small age up to date and maintenance prob-
lems should come second. Looking into detailed data,
according to the setup database, in all weather related
accidents, the DH ships involved were at the group age
of less than 5 years.
Table 2 presents the age distribution of Double Hull
ships involved to NASFs during the studied period
1990-2007.
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
6
Table 2: Non-accidental structural failures, DH ships,
covered period 1990-2007
Group age Number of ships
up to 5 years 15
6-10 years 1
11-15 years 2
>16 years 2
5.4 NASF damage initiation
With respect to Non-DH ships, the majority of NASFs
started at the external hull (59%), Fig. 13. In contrary,
DH ships found to present higher structural problems in
the internal structural hull (40%).
NASF events, Structural damage initiation
Covered Period 1990-2007
0
10
20
30
40
50
60
70
Deck damage Internal damage Hull damage Rudder damage Unknown
Percentage of events
Non-DH ships DH ships
Fig. 13: NASF, damage initiation
5.5 NASF Frequency per shipyear
Fig. 14 presents the NASF frequency per shipyear for
each basic hull type.
Non Accidental Structural failures
0.00E+00
5.00E-03
1.00E-02
1.50E-02
2.00E-02
2.50E-02
3.00E-02
3.50E-02
4.00E-02
1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
Incident Year
Frequency per shipyear
Non-DH DH
Fig. 14: Frequency of NASF per shipyear
5.6 NASF and ship’s age
Taking into account all tanker ships involved in NASFs,
the frequency of the particular accident category gener-
ally increases, when ship’s age increases after the 6-10
years of built, Fig. 15 (line). There are, however, two
very interesting and unexpected observations to note.
1. Young ships of age zero to five years (0-5) show a
remarkable structural failure rate for all ship cate-
gories, except for VLCC/ULCC.
2. For two tanker categories, namely AFRAMAX and
SUEZMAX, with a significant share in the overall
fleet at risk, there is a peak at the age group 11-15
years and then the frequency decreases, particularly
for the SUEZMAX, whereas for the AFRAMAX
the frequency increases sharply only for ages over
20 years (Fig. 16).
NASFs, Covered Period 1990-2007
Oil Tankers >60,000 DWT
0.00E+00
2.00E-03
4.00E-03
6.00E-03
8.00E-03
1.00E-02
1.20E-02
1.40E-02
1.60E-02
1.80E-02
2.00E-02
0-5 years 6 -10 years 11- 15 years 16-20 years > 20 year s
PANAMAX AFRAMAX SUEZMAX V&ULCC All ships
Fig. 15: NASF Frequency by tanker size & age
NASFs, Covered Period 1990-2007
Oil Tankers >60,000 DWT
0.00E+00
2.00E-03
4.00E-03
6.00E-03
8.00E-03
1.00E-02
1.20E-02
6-10 years 11-15 years 16-20 years > 20 years
All ships AFRAMAX SUEZMAX
Fig. 16: NASF Frequency of AFRAMAX & SUEZMAX
by group age
Regarding these two notable observations, the following
reasoning is offered for discussion.
1. Failures of young aged ships (0-5 years): this is
alarming for the quality of recently delivered DH
ships3. It is hoped that the ongoing discussion about
Goal Based Standards (IMO MSC76/5/10) and the
recently introduced Common Structural Rules by
IACS (IACS, 2006) effectively address this. The re-
lated NASF status for the AFRAMAX and SUEZ-
MAX DH ships in age group of 0-5 years, is shown
in Fig.17.
NASFs, Covered Period 1990-2007
Double Hull, Oil Tankers
4.64E-03
0.00E+00
1.77E-02
4.96E-04
0.00E+00
2.50E-03
5.00E-03
7.50E-03
1.00E-02
1.25E-02
1.50E-02
1.75E-02
2.00E-02
0-5 years 6-10 years
Frequency
AFRAMAX, DH SUEZMAX, DH
Fig. 17: Frequency of NASF per shipyear
2. Peak NASF frequency (age group 11-15 years):
This might be attributed to a decreased maintenance
effort on ship’s hull structure when approaching her
assumed design economic life of about 20 years
and before the ship changes ownership for her 2nd
economic life by another operator. Note that this
observation is clearer for single hull ships, as
3 Some reservation might be due here in view of possible slight under-
estimation of recorded newbuildings in the relevant fleet at risk
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
7
AFRAMAX Tankers, Accident Rates by AGE
0.00E+00
5.00E-03
1.00E-02
1.50E-02
2.00E-02
2.50E-02
3.00E-02
0-5 years 6-10 years 11-15 years 16-20 years > 20 years
Collis ion Contact Grounding Structural Failure Fire Explosion
shown in Fig. 18 (Papanikolaou et al., 2006)
Fig. 18: Frequency of NASFs per shipyear by accident
category and ship age - AFRAMAX ships
6. Environmental pollution
Based on the investigated sampling plan and the setup
database, a total amount of about 1,000,000 tonnes of
oil spill was released to the sea environment due to large
tanker accidents in the period 1990-2007, Fig. 19.
Historical data, Covered period 1990-2007
Amount quantity of oil spilt
13162
245942
161000 170538
278770
126532
0
50000
100000
150000
200000
250000
300000
Collision Contact Grounding Fire Explosion NASF
Tonnes
Total amount = 995,944 tonnes
Fig. 19: Oil spill release to the sea environment
Practically, this environmental pollution is entirely
attributed to accidents of single hull ships. The envi-
ronmental pollution due to DH ships’ accidents is less
than 2% of the total oil quantity released to the sea,
Table 3.
Table 3: Environmental pollution by DH ships
Covered period 1990-2007
Incident type Oil release to the sea, in tonnes
Collision 215
Contact 292
Grounding 24
Fire 17000
Explosion 0
NASF 1
17532
Therefore, results of the present study indicate that oil
pollution rates of large tankers with Double Hull con-
figuration are nearly zero and orders of magnitude
smaller than those of non-double hull tankers.
However, before drawing reliable conclusions on the
actual impact of tanker hull configuration on pollution,
the following should be considered.
Pollution rates and relevant statistics change drastically
following individual catastrophic events and such events
(fortunately) did not happen yet with large DH oil tank-
ers. It is noted, that one catastrophic accident with a DH
ship happened in the study period, namely with the DH
Ore/Bulk/Ore AFRAMAX “Aegean Sea” that took
place in 1992 in Spanish waters causing 74,000 tonnes
of oil spill. The “Ore/Bulk/Ore” tanker subcategory
was, however, not included in the present analysis by
definition. Despite and even including this accident in
the DH assessment, pollution rates of DH ships are still
significantly better than those of non DH ship hull
types.
7. Conclusions
The undertaken study leads us to the following conclu-
sions:
1. A significant decrease of the frequency of large
tanker accidents is noted in the post 1990 period.
This is related to the introduction of a series of
regulatory measures, changes in ship design and
technology and overall improvement of the safety
culture of the engaged maritime industry.
2. Double hull ships proved very effective in limiting
marine environment accidental pollution, Fig. 19
and Table 3.
3. It was found that non-accidental structural failure
accidents (NASF) are generally related to ship’s
maintenance and age, however with respect to age
in a non-straightforward way. Alarmingly, some
young double hull ships show unexpectedly NASF
problems, calling for enhanced measures by build-
ers and class societies to improve this unsatisfac-
tory state of affairs.
Acknowledgements
A part of the work presented herein was financially
supported by the European Commission under the FP6
Sustainable Surface Transport Programme. This support
was given under the scheme of STREP, POP&C project,
Contract No. TST3-CT-2004-506193 and under the
Integrated Project SAFEDOR, Contract No FP6-
516278.
The European Community and the authors shall not in
any way be liable or responsible for the use of any
knowledge, information or data of the present paper, or
of the consequences thereof. The views expressed in
this paper those of the authors and do not necessary
reflect the views and policies of the European Commu-
nity.
The authors like to thank their SAFEDOR project part-
ner Germanischer Lloyd AG, especially Drs R. Hamann
and K. Loer for their support with data in the presented
work.
References
Delautre, S, Eliopoulou, E, and Mikelis, N, (2005). "The
Influence of Regulations on the Safety Record of the
Aframax Tankers", Study carried out within the EU
Proceedings of the 2nd Int. Symposium on “Ship Operations, Management and Economics”, The Greek Scetion of the
Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008
8
funded project POP&C, Contract No TST3-CT-
2004-506193.
Eliopoulou, E, Papanikolaou, A, and Hamann R, (2008).
"Risk Analysis of Large Tankers", 2nd Int. Workshop
on Risk-Based Approaches in the Maritime Industry,
Glasgow, 5-6 May 2008.
IACS, 2006. "The Common Structural Rules for Tank-
ers and Bulk Carriers", adopted by the Council of
the International Association of Classification Socie-
ties, for implementation on 1st April 2006.
Loer, K, and Hamann, R, (2007). "HazId of Tanker
Operation", EU funded project SAFEDOR, Deliver-
able D4.7.1.
Papanikolaou, A, Eliopoulou, E, Alissafaki, A, Aksu, S,
Delautre, S, and Mikelis, N, (2005). "Critical Re-
view of AFRAMAX Tankers Incidents", 3rd Int.
Conference ENSUS, Newcastle upon Tyne, 13-15
April 2005.
Papanikolaou, A, Eliopoulou, E, and Mikelis, N, 2006.
"Impact of hull design on tanker pollution", Proc. 9th
Int. Marine Design Conference IMDC, Ann Arbor,
Michigan, May 16-19.
POP&C, “Pollution Prevention and Control.” EU pro-
ject, 6th Framework Programme, Contract No
TST3-CT-2004-506193, 2004-2007.
SAFEDOR (2005-2009), “Design, Operation and Regu-
lation for Safety”, EU project, FP6-516278.
Appendix
Fig.A1: Impact on regulation on the prevention of navigational events
Oil Tankers of DWT>60,000
Hull type distribution of Fleet at risk
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
DH Non-DH
Fig. A2: Distribution of Fleet at Risk of Oil Tankers by hull basic configuration.
Aframax Tankers: Navigational Incident Rates per shipyear
0.00E+00
1.00E-02
2.00E-02
3.00E-02
4.00E-02
5.00E-02
6.00E-02
7.00E-02
78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03
Collision Contact Grounding
81 SOL AS
ARPA
88 SOLAS
GMDSS
88 SOLAS
GMDSS
96 ILO C180
95 SOLAS
Routeing Systems
72 COLREG
74 SOLAS
Nav. Equipm.
72 COLREG
72 COLREG
81 SOLAS
Nav. Aids 81 SOLAS
Duplication Ste ering gea r
Red border: applies to COLLISION incidents
Blue border: applies to CONTACT incidents
Black border: applies to GROUNDING incidents
Green border: applies to all 3 categories
Gra
y
shadin
g
: a
pp
lies to newbuildin
g
s
78 PARIS MOU
T
OKYO MOU
78 STCW
88 SOLAS
Nav. Aids
94 SOLAS
ISM
95 STCW
OPA 90
VETTING
96 SOLAS
ETS
... The above identified problems of NASF for tanker ships of relatively young age (especially for the large tankers) suggest problems in the quality of recent newbuildings, rather than typical fatigue type structural failures of properly fabricated ship structures (see, also, [9]). Thus, though one may expect that NASF problems are directly related to ship's age, this relationship is not straightforward but needs careful investigation of the actual causes of NASF in order to identify upcoming problems in due time. ...
... Operational Fleet at Risk of medium and large size tankers -Double and non-double hull ships Annual DH-ships population was significantly small in the first years of the analysis period, namely 1990-1995, but it steadily increased as could be expected because of the gradual enforcement of the requirements of double hull ship concept worldwide (and the corresponding phase out of single hull ships), surpassing for the first time the non-DH fleet in the period 2001-2003.3Frequency of accidents leading to LOWIFig.3presents the annual frequency of the sum of the six (6) investigated main accidents types in the post-90 period, confirming the significantly decreased trend in that period[9]. Frequency of occurrence of main tanker accidents per ship yearmedium and large tankers ...
Article
Full-text available
The present study focuses on a comprehensive analysis of recorded accidents of medium and large oil tankers (deadweight over 20,000 tonnes), which occurred after the introduction of OPA90 and until today. Raw casualty data was reviewed and re-analysed in order to produce appropriate statistics useful for the implementation of risk-based assessment methodologies. The main outcome of the presented study is the identification of significant historical trends and of quantitative characteristics of individual categories of tanker accidents, like overall accidental frequencies per ship year, frequencies of each major accident category and per tanker ship size, ship type/design and age, the degree of accidents’ severity and the oil spill tonne rates per ship year. Therefore this study is a valuable source of information for the assessment of the effectiveness of current IMO regulations, classification society rules and tanker industry’s practice.
... Bulk carriers and fishing vessels less than five years old are not reported to be involved in accidents, and the rest of the ship types in this age group are the least involved in accidents, except passenger ships, which report the highest involvement in accidents among all age groups for this type of vessel. The high involvement of young passenger vessels in accidents could be due to poor shipbuilding in order to reduce costs (Chuah et al., 2022) or inadequate crew training, communication issues and lack of competence in using the latest technology (Papanikolaou & Eliopoulou, 2008). In order to minimise the burden on shipowners, government financial assistance and favourable national shipping policies are needed. ...
Article
Full-text available
Throughout the South China Sea and the Malacca Strait, more than 60% of all maritime trade passes each year. The rapid growth in fleet size and ship size may lead to an increase in maritime accidents. Since many maritime accidents cause serious injuries, fatalities, damage of property and monetary losses, it is essential and crucial to discuss about marine safety. In this study, a statistical analysis was performed in order to assess the number of maritime accidents that occurred in Malaysia between 2018 and 2021, as well as the percentage of accidents that occurred in each accident category and for each type of ship. The analysis also considers the age of the ship. The data that were presented also looks into a potential relationship between the age of the ship and the accident percentage. The results demonstrate that general cargo ships were the ship categories that are most vulnerable to maritime accidents; collisions were the accident type that occurs most frequently, and there were several relationships between the accident percentage and ship age. The results may be utilized to help seafarers, related government agencies and other relevant organizations promote risk prevention, create efficient risk response plans, and establish strategies to enhance the marine mechanism for managing safety in Malaysian waterways.
... Nearly 62% of the total accidents occurred among tugboats aged over 20 years. This result is consistent with the findings of studies by Romer et al. [78] and Papanikolaou and Eliopoulou [79] who have found that navigational accident frequencies are rising in parallel with increasing age. In this study, a significant relationship was also found between accident type and tugboat age. ...
Article
This paper aims to investigate tugboat accidents using various association rule mining algorithms. A total of 477 tugboat accident records obtained from the Information Handling Services (IHS) Sea-Web database for the period of 2008–2017 were analysed. Apriori, Predictive Apriori and FP-Growth algorithms were employed to extract the association rules of the tugboat accidents dataset. The present study revealed that tugboats aged over 20 years are crucial indicators for serious accidents. Hull/machinery damage and collision type accidents, on the other hand, constitute more than half of the total tugboat accidents. Association rule mining also showed that four of the five rules for serious accidents are attributed to hull/machinery damage. The results of this study are thought to be beneficial for tugboat and ship operators, port management and public authorities regarding the awareness of the factors affecting tugboat accidents.
... (8) Vessel age Vessel age is a significant factor influencing the occurrence of vessel accidents. The older the ship, the more likely it is to get involved in an accident due to the structural failure (for example, failure in a rudder or rudder-adjoining parts) (Papanikolaou and Eliopoulou, 2008;Yang et al., 2018). The USCG database contains the construction date of the vessels and accident date information. ...
Article
Marine pollution, especially oil spill-based, affects both marine and coastal environment is one of the most important issues for the maritime industry. The accurate prediction of the severity of oil spill is of great importance in order to determine the accurate response methods. In this perspective, this study aims to predict the severity of oil spill in possible vessel accidents by examining data based on vessel accidents that cause marine pollution. The United States Coast Guard (USCG) database covering 2002-–2015 was utilized and a total of 1468 instances of vessel involved accidents leading oil spill were analysed using Decision Tree (DT) and data-driven Bayesian Networks (BN) called Tree Augmented Naive Bayes (TAN). As a result, the most important contributing factors affecting the severity of oil spill were revealed as “type of acci-dent” and “type of vessel”. This study would be a guide that will assist authorities and policy-makers in predicting the severity of oil spill, and contribute to the development of important strategies and countermeasures for vessel accidents leading oil spills.
... As in the study by Papanikolaou and Eliopoulou (2008), in this study, the prevalence (71.43%, or 35 accidents) of fire-explosion accidents occurring in ships with a hull structure over 20 years old showed that the risk of fire increases as a ship ages. The relationship between a ship's age and its fire risk arises because of the fatigue of mechanical parts under loads over time, structural abrasion, and the deformation of fuel systems. ...
Article
In this study, an analysis of fire-explosion accidents in ship engine rooms was conducted. For analysis, a hybrid method including the Human Factors Analysis and Classification System (HFACS) and fuzzy fault tree analysis (FFTA) was used. Using the HFACS method, the factors in the formation of engine-room fires were classified according to a hierarchical structure. The possible accident scenarios and probabilities were calculated using the FFTA method. In this study, it was observed that fire-explosion accidents were concentrated in ships over 20 years old and that mechanical fatigue affected accident formation. In particular, when the increased hot surfaces due to the operation of a ship's engines while it is in motion are combined with oil/fuel leakage, fire-related accidents become inevitable. Failure to provide proper insulation also triggers the occurrence of accidents. It has been observed that some of such accidents occur because the materials used in maintenance and repair work are not original to the ship. During this study, the causes of accidents were examined to prevent fire-related accidents from occurring in engine rooms, and suggestions were made to prevent similar accidents from happening in the future.
... It is seen that the youngest vessels (below 5 years) are most frequently involved in groundings with 18% of the accidental database. This may be due to the fact that such young vessels are associated with unprecedented maneuvering incidents, communication problems, crew's inability to handle new technology equipment, their unfamiliarity with the new ship or unexpected failures from the newly installed machinery(Papanikolaou and Eliopoulou, 2008). On the other hand, old vessels (above 25 years) are facing grounding with 24.5% of the accidental database. ...
Article
Full-text available
The objectives of the present paper are to identify the hazard of ship grounding; where a ship runs on a rock with a forward speed, and to select a set of credible scenarios with a limited number that can still represent all possible situations of the accidents. For this purpose, the statistics of ship grounding accidents recorded by authorities for the period of 46 years during 1970–2016 are collated. An extensive analysis is undertaken to examine the statistical characteristics in association with random variables influencing the consequence of grounding. A total of six parameters, namely ship's forward speed, ship's trim angle, rock tip eccentricity, rock length, rock width and rock height are considered as random variables where the displacement or mass of the grounded ship is fixed. Each of the random variables is then formulated with a probability density function. A sampling technique is applied to the probabilistic selection of the grounding scenarios which are to be used for the consequence analysis within the framework of quantitative risk assessment. Important insights developed from the present study are discussed. Details of the analyses are documented.
... Where overall accident frequencies are presented, the accident categories ''War Loss/Hostilities", ''Miscellaneous", and ''Missing" were taken into consideration; however, the consequences of these accidents were not considered in the listed statistics. Finally note that the presently conducted study on relationships between ship age and frequencies of accident occurrence did not include Large Tankers and Cellular Containerships due to the lack of data for the investigated time period (see, however, an earlier related study by Papanikolaou and Eliopoulou, 2008 on the impact of age on tanker accidents). Table 4 presents the annual frequency of occurrence of serious accidents by ship type. ...
Article
Full-text available
The traffic accidents on urban roads are result of joint actions between multiple factors, namely, human, vehicle, road and environment. To identify the key causes to such accidents, it is necessary to mine the association rules between relevant risk factors out of the statistics on these accidents. Considering the multiple layers and dimensions of accident data, this paper improves the Apriori algorithm to mine the association rules between risk factors, and probes deep into the causes of traffic accidents on urban roads. According to the layer and dimension of specific attributes, the parameters like support, confidence and lift were adjusted to find the qualified association rules between risk factors. The results were further screened to obtain a series of meaningful association rules. The research results enable the traffic department to formulate pertinent accident control measures, and promote the traffic safety on urban roads.
Article
Oil pollution, which is mainly caused by oil tanker accidents, is an important concern in the protection of the marine environment. In order to propose pollution prevention policy for oil tankers, this study first employs four machine learning methods to evaluate oil tanker accident probability, and then proposes a risk evaluation system which is jointly measured by accident probabilities and consequences. Crude oil tanker accident data from 1991 to 2016 were collected and analyzed. The main findings are as follows: First, the random forest (RF) method produces the best overall performance for oil tanker accident probability. Second, the accident probabilities of larger crude oil tankers are lower, while older vessels within the parameter of 0–15 years exhibit declining accident probabilities. Third, tankers classified by the International Association of Classification Societies (IACS) members, registered in closed registry, built in China and South Korea, or owned by developed countries prove to be safer with lower accident probabilities. Fourth, the use of double hull in tankers also contributes to a higher tanker safety level. The results contribute to marine environment protection by helping stakeholders to identify accident risk factors, assess accident risk and take actions to reduce accident probabilities.
Chapter
Grounding is a phenomenon in which the bottom part of a structural system, such as a ship, offshore platform, automobile, or aircraft, is accidentally damaged. Three types of grounding accidents are relevant, namely grounding, stranding, and squatting (as described in Chap. 1). As far as ship grounding is concerned, the first type usually occurs due to navigational errors associated with failures in the process of passage planning and piloting and nautical charts with out-of-date data. Stranding in the shipping industry happens when a ship is swept away by waves and tides as its engine power fails, where bottom structures are damaged on a rock near shore by vertical loading due to the difference between buoyancy and weight in ebb tide. Squatting may happen in ships operating in shallow waterways. In the aviation industry, grounding can occur upon landing when the landing gear system is malfunctional. This chapter describes the quantitative risk assessment and management of grounding accidents, with a focus on the first type of ship grounding. The methods are described in association with the shipping industry, but can be applied to other types of structural systems in grounding.
Conference Paper
Full-text available
The paper presents results of a comprehensive analysis of recorded AFRAMAX tanker accidents which occurred in the period between 1978 and 2003. The analysis enables the identification of significant trends with respect to the accident rates per shipyear for all major accident categories. It also relates the impact of ship's hull design, namely of the double hull and the various non-double hull configurations, as well as the impact of ship's age on tanker accidents.
Article
This article presents detailed results of a comprehensive analysis of recorded accidents of large oil tankers (deadweight greater than 80 000 tonnes) occurring between 1978 and 2003. The analysis encompasses a thorough review of available raw accident data and their postprocessing in a way to produce appropriate statistics useful for the implementation of risk-based assessment methodologies. The processing of the captured data led to the identification of significant qualitative historical trends of tanker accidents and of quantitative characteristics of large tanker accidents, such as overall accident rates per ship-year. Data were also analyzed for all major accident categories separately, taking into account tanker ship size/type, the degree of accident severity, and the oil spill tonne rates per ship-year; this led to the identification of heavily polluted worldwide geographical areas as a result of large tanker accidents.
HazId of Tanker Operation
  • K Loer
  • R Hamann
Loer, K, and Hamann, R, (2007). "HazId of Tanker Operation", EU funded project SAFEDOR, Deliverable D4.7.1.
A2: Distribution of Fleet at Risk of Oil Tankers by hull basic configuration
  • Dh Non
  • Dh Fig
DH Non-DH Fig. A2: Distribution of Fleet at Risk of Oil Tankers by hull basic configuration.
The Common Structural Rules for Tankers and Bulk Carriers", adopted by the Council of the International Association of Classification Societies, for implementation on 1st
  • Iacs
IACS, 2006. "The Common Structural Rules for Tankers and Bulk Carriers", adopted by the Council of the International Association of Classification Societies, for implementation on 1st April 2006.
Design, Operation and Regulation for Safety
SAFEDOR (2005-2009), " Design, Operation and Regulation for Safety ", EU project, FP6-516278.
The Greek Scetion of the Society of Naval Architects and Marine Engineers (SNAME)
  • S Delautre
  • E Eliopoulou
  • N Mikelis
Delautre, S, Eliopoulou, E, and Mikelis, N, (2005). "The Influence of Regulations on the Safety Record of the Aframax Tankers", Study carried out within the EU Proceedings of the 2 nd Int. Symposium on "Ship Operations, Management and Economics", The Greek Scetion of the Society of Naval Architects and Marine Engineers (SNAME), Athens, Sep. 17-18, 2008 funded project POP&C, Contract No TST3-CT-2004-506193.
Risk Analysis of Large Tankers
  • E Eliopoulou
  • A Papanikolaou
  • R Hamann
Eliopoulou, E, Papanikolaou, A, and Hamann R, (2008). "Risk Analysis of Large Tankers", 2 nd Int. Workshop on Risk-Based Approaches in the Maritime Industry, Glasgow, 5-6 May 2008.