Abstract of marine world:
In
order to ensure the safety of marine world, Port Stata Control (PSC) inspection
is something that actually help. In this paper we are going to elaborate the
risk management approach in Port State Control (PSC). Before conducting on bord
PSC inspection, risk management approach helps in estimating total risks of
each ship candidate along with concern of genetic factor and history inspection
that it holds in order to select high risk. The target factors apply in
European and Greek shipping PSC inspection is main subject to study in this
paper. As well as some new factors that are made for PSC inspection based on
the target factors, a risk management system which hold the roots of support
vector machine (SVM) is established in order to classify the ship from level of
high risk to low risk.
Introduction of marine world:
European
and Greek shipping transportation is getting way ahead in making themselves
globalized [1]. But the accidents and incidents that occur can cause the damage
to marine environment. to improve the situation Port State Control (PSC)
inspection is developing day by day and is adapting the risk management
approach to deal with marine safety to a greater extent. The first memorandum
of understanding (MoU) on Port State Control (PSC) was established in Europe in
about 1982 which is sometime often called as “Paris MoU” [4].
The
basic concept of PSC cis that the state of the port has the right to inspect
the coming ship from foreign in order to ensure that they are not able to
provide threat and are safe and will not pollute the water and marine creature
(Li and Zheng, 2008). With the help and support of International Maritime
Organization (IMO) and the International Labor Organization (ILO), the numbers
of MoU is increasing worldwide and the standard is also enhancing regarding the
inspection of Port State through the risk management approach. The target
factors include are the size of the ship, its age, ship flag, ship type and its
recognized organization and it also include history of the previous inspection
like time of the last inspection and detention time. Furthermore the factors
that can lead to the inspection are; collision, grounding and stranding on the
way to port and if there is pollution violation [5]. First a ship is selected
for inspection, after this the Port State Control Officer (PSCO) conduct first
inspection of the ship which include first impression of the ship, walk around
process, checking the certification, check overall condition of the ship. After
the inspection is finished, a report is made by the officer in which the
negative part is elaborated like what things that are not obeyed properly. The
ship has to get rectified, in case if the PSCO will reject the certification
after inspecting the overall ship.
Literature
review of marine world
Improving PSC Performance Using a Risk-Based Approach
The researchers Rui-Feng Xu, Wen
Jie Li, Qin Lu, Hai-Sha Zheng, and K.X. Li has provided deep insights regarding
the PSC inspection and its significance. According to the researchers, the PSC
inspection is highly essential for ensuring marine safety. In the study, the researchers
have provided a risk assessment system that will assess the risk of the ships.
In the study, Tokyo MOU inspection and Paris MOU inspection are included. The
findings of the study have shown that the proposed system works efficiently and
risk assessment accuracy has been enhanced up to a lot of extents (Xu, Lu, Li, Li, &
Zheng, 2007).
The researchers Guangming Lu, Zhong
Gao, Mengjue Liu, and Meng Cui have discussed the importance of the PSC
inspection in the study. The researchers in the research study have stated that
the SVM based risk assessment systems are being utilized across the globe for
risk assessment. However, in noisy data implementation of SVM systems become a
major challenge. In this study, a mechanism is proposed through which noisy
data is eliminated. The findings of the study have shown that the proposed
mechanism has worked efficiently and the risk assessment has experienced
improvement (Gao, Lu, Liu, & Cui, 2008).
The authors A. Lo Nigro, L.
Brunori, G. Guassardo, and C. Panebianco have discussed the risk-based approach
critically. According to the researchers, the inspection of the vessels is
essential for their efficient operations. According to the authors, the oil
tankers experienced a significant amount of risks. According to the researchers,
the inspection is highly essential for ensuring marine safety. In the study,
the risk-based decision-making tool is established which will help the industry
to improve the risk assessment. The findings of the research study have shown
that the established tool has improved the safety of the vessels and their
operations (Nigro, Brunori, Guassardo, & Panebianco, 2005).
The researcher Zhisen Yang has
provided detail about the PSC inspection. The PSC inspection enhances the
safety up to a lot of extents. In order to conduct the study a significant
amount of data has been gathered. The study has been conducted from both
qualitative and quantitative perspectives. In the study, the researchers have provided a risk
assessment game model that will assess the risk of the ships. In the study, the
Paris MOU inspection is included. The findings of the study have shown that the
proposed game model works efficiently and risk assessment accuracy has been
enhanced up to a lot of extents (yang, 2018).
Ever
since the first program of Port State Control (PSC) is introduces by IM, the
inspection area is becoming the main focus of the researcher and also getting
the attention of policy maker. They are highlighting those factors that can be
helpful using the risk management approach in Port State Control (PSC).
The
examination process of some noncompliance in order to identify if this is
causing harm ir damage to something basically referred as risk assessment. Risk
management in PSC involve getting done with procedures to reduce the risk
probability to an acceptable level. The Risk Assessment Tool adds depth and
understanding to a facility’s compliance and how compliance directly relates to
the health and safety of the persons in care. A licensed officer uses the
observed information at the time of inspecting the ship and count on the risks
rating. The assessment tool of the risk management depends on two parts, review
along with the legislation and review of pat operations and compliance of the ship.
Factors influencing the results of
PSC inspection of
marine world
According
to the current literature the factors that could affect the PSC inspection are
the factors which involves ship factor which also includes the ship generic
factors (e.g., type of ship, model of ship, size of the ship, its performance
and the manufacturer companies.) and
also ship inspections-based factors. A
small area of examination focus on the factors which are based not on the ships
including the PSC inspection impact time, the above described factors have been
closely measured consecutively.
(a)
Ship factors influencing PSC inspection results of marine world
Most
of the individuals keep a close eye on generic factors which includes the age
of ship, its type and flag are open predictors of the deficiencies of the ship
by using the models of Poisson constructed from 4,080 observations. It was
further analyzed that the effort of PSC inspection was based on ship age at
around 40%, ship manufacturing organization 31% and the area of inspection 17%
which were accumulated from 26,515 inspections. By the help of big data
processes, it was measured that the ships having an age of more than 25 years
and cargo of less than 8,500 gross tonnages purpose type are needed to be inspected
and at some flags can bring worse outcome in the PSC inspections
(b)
Non-ship factors influencing PSC inspection results of marine world
Referring
to the non-ship attributes, knapp and franses are the main individuals who with
the help of econometric methodologies measured the factors with the most
influence, they demanded a logistic model which relied on 18,313 inspections
worldwide to extract the changes in ways of detention and recognized the
deficiencies. The above describe methodologies use models based on (count data
model, regression model and variance decomposition analysis) to implement to
case sets of data and measure the factors with the most determination on PSC
inspection results. The final outcome shows that the inspection results with be
impacted by both the factors which include the factors related directly to ship
and PSC inspection
Ship selection scheme in PSC
inspection of
marine world
The
procedure to inspect the ship in the PSC inspection is major issue. It is not
possible to inspect all the ships docking in the port due to shortage of time,
human and budget resources but if the
standard of procedure is not implemented and the flaws are not identified and
the deficiencies are not fulfilled , it could possess a noticeable threat to
the maritime environment. A good area of literature has entirely focused on the
selection of ship scheme to undergo the process of selection with more
efficiency. A new method of ship assessment based on giving each docking ship a
score which will be calculated on its age, insurers, flag, classifications and
operators
Effect of PSC inspection
of marine world
As
the state of flag is considered as the first observation to look for in case of
defense in extraction of substandard ships, the second line is considered to be
port state. After the introduction of the first PSC program, a huge volume of
assessment has talked the changes of it. Basically, the changes of PSC
inspection are based on three measures which include the effect brough over
maritime safety, change on the inspected ships and on the protection of
environment
Future research opportunities
of marine world:
The
economic development and world trade system depend largely on Port State System
and maritime transportation. The PSC inspection will become a guard for safety
of maritime transportation. The effectiveness of the PSC inspection and using
the tools of risk management approach will get improve with further studies. In
recent years, marine protection and human factors including in ship operations
are getting more attention of the researchers than before [12-13].
Methodology
of marine world:
·
Risk
analysis:
To estimate the level and chances
of risk from basic activity
·
Risk
assessment:
An acceptability that will be based
on comparison with standard risk and after trial of different risk reducing
steps
·
Risk
management:
The steps in which different risk
reduction measures are selected and also their implementation on the overall
process
There
are wide range of methods in risk assessment;
•
Hazard identification tools of marine world
Judgement
FMEA
– Failure Modes and Effects Analysis
SWIFT – Structured What-If Checklist Technique
HAZOP
– Hazard and Operability Study
•
Risk Assessment techniques of marine world
Qualitative
(risk matrix)
Quantitative
risk assessment (coarse and detailed levels)
Hazard
identification of
marine world:
Any
condition that has this potential to harm or damage the safety of humanity,
environment, property or any business is termed as Hazard. Like shuttle tanker
can be categorized as hazard because it can collide with production
installation
HAZID
(hazard identification) is the process of identifying the hazards. Using the
risk assessment techniques in order to obtain the total list of all hazards
this is also known as “failure case selection”. Significance of all hazards are
obtained and evaluated then different measures are established in order to
reduce the risk from them and this is known as “hazard assessment”.
Hazard
checklist of marine
world:
This
is a full range of written list of questions that include full range of safety
issues. They are used in order to check a design and to confirm that everything
is on place. For offshore activities a list of checklists is developed by American
Petroleum Institute which actually address the risk of drilling API 14C, 14E,
14F, 14G, 14J, and checklist on safety and environment management API RP75.
These are the 14 checklists that are very detailed and styled. There are some
other types of checklists too that are widely use in risk management. Hazard
categories are included in general form of checklist. Some checklist has their
focus mainly to assist the risk assessment than to check the design. These
kinds of checklists can be made from the history of previous checklist. And can
help- in making an effective mean of generating perfect checklist with standard
hazards suitable for HAZID. Following
table is giving an example of general checklist. This is useful for general
offshore inspection and it can be considered incomplete for unusual
installation.
Table 1: Example of generic hazard
checklist (CMPT 1999) of
marine world
Table 2: Example of keyword
checklist (Ambion 1997) of
marine world
The
strengths of hazard check list may include;
·
It
helps in reducing the happening of past kind of accidents
·
It
makes the use of experience from past risk management approaches
·
It
can be made through a single analyst even at less expenses
·
It
helps in comparison between HAZIDS and to make standard hazard category
·
It
does not require very much information about installation and thus perfect for
concept design
The
weakness included are;
·
It
is all limited to past experiences and accidents
·
It
does not promote brainstorming level of thinking
·
Give
less angle toward nature of hazards
HAZOP
of marine world
A
method of measuring and extracting hazards which are capable of affecting the
safety and operability relied on the usage of guidewords are known as hazard
and operability (HAZOP). A set of experts in multiple directions of the
installation, under the influence of an independent HAZOP leader,
systematically takes every sub-system of the method in turn, typically pointing
to undergo the process and diagrams of instrumentation (P&IDs). They acquire
help from the standard list of guidewords to point them to rectify deviations
from design intent. For every credible deviation, they take measurable causes
and the situation it can occur, and even if more precaution should be advised.
they keep their conclusion on a record in format of standard during the
sessions. Although they point to industries who process onshore, process
equipment of HAZOP of offshore is more or less importantly the same. HAZOP
stands at one of the most widely used HAZID implementations in the offshore
industry. However, its classic form is planned for process which involves
continuous chemical as expressed in P & IDs and its considered not so
efficient for marine hazards. The HAZOP technique can be updated to implement
to hazards of non-process, but there is measure of damage that changes applied
to the guidewords will extract outcome of some hazards being ignored. Hence
standard changes are considered to ad-hoc variations

Fig 1: Example of EER HAZOP (Boyle
& Smith 2000) of
marine world
FMECA
of marine world
A
systematic methodology of extracting the points of failures modes of a system
based on electrical and mechanical is known as failure modes, effects and
critically analysis (FMECA) and its simple form is FMEA. Mostly, one or two analytics
focus each component in turn, selectively measured the effects and its
criticality of a presence of failure. The study uses a form that starts with a
technical list of all the major parts in the system, and typically involves:
·
Reason
of failure
·
Name
of Component
·
Modes
of possible failure
·
The
process of detecting a failure
·
Implications
of failure over primary system function
·
The
implications on other components
·
Necessary
action require to preventative/repair
Failures
are stated as important if the frequency or severity index is high. In these
scenarios, a special protection measure protocol is implemented.

Fig 2: Example for FMEA Work sheet
of marine world
SWIFT
of marine world
The methodology of what-if marking (SWIFT)
technique is a process of analyzing and extracting hazards with help of
brainstorming. SWIFT is a far more well-organized form of “What-if analysis”,
but is considered as a rigorous of low level and faster alternate to HAZOP.
Comparing with HAZOP, SWIFT works on a team which has knowledge of the
installation, under the influence of a technical in the SWIFT technique. The
main change compared to a HAZOP are:
·
The
conversation moves forward systematically through the installation of the
modules or operations performed at the level of systems and literature, instead
of individual items or tasks
·
The
method is totally dependent on brainstorming and checklists to point out the
hazards, in place of a formal list of guidewords. The conversation may start
with the words “What if”, and other vocabulary for starting the argumentative
approach might be “How could”. It might be suitable to put out all the
questions in a manner of brainstorming before working to extract the answer out
of them

Fig 3: Example of SWIFT of Ballast
System
Quantitative Methods of marine world
Applicability
of marine world:
Quantitative
risk analysis considered as one of the complicated techniques for hazards
evaluation but make sure this technique must be where it is properly needed
and gives fruitful consequences .UKOOA [1999] studied clearly and proposes that
this QRA is actually one of the adequate way for determination of Type B basically which also associated with
the risk trade-offs, divergence from quality of performance or any other
meaningful economic information. EXCEPT from all these settlements, QRA
provides us with unlimited store of information which make us capable of
choosing right decisions and also an
adequate methods to opposite to other resources of research departments like
engineering perception and for company proposes QRA plays an important role as
main instrument of engineering research which have some sympathetic role in regarding to
awareness. Awareness in sense of patterning the tragedies which also included
their action as shield in accurate manners, it leads all the supposition to the
clear end and for this reason comes up a good way of handling the state of
tentativeness than any other researches that are relied on judgment. The safety
case order of working clearly depends upon QRA technique to demonstrate
temporary protection and means of deportation which may indulge in many
problems like fire and smoke ALARP but these all cannot be apply for marine
environments. There is also quite many reasonable function of QRA technique as it can be seen
playing role for ship-platform collision risks and it is verified with great
influences for organizing purposes .There are chances this procedure can be used for marine hazards
but for this it is not highly appreciated than the above discussed role of QRA
for fire including activities and
for any other eruption matter .
Frequencies
and Consequences of
marine world:
QRA
actually balances wide differences between two significant unit of risk.
The
affluence of event for example their survival in specific.
The
results of event including factors such as mortality rate any harm or the any
poisons effect.
Role
hydrocarbon leakage in these destruction causing activities considered more
often. And the idea of hydrocarbons role can be seen clearly with influence in
way of eruption causing manners which has direct effect on human beings,
materials and all-around universe. However, this leak of hydrocarbon gives the
idea that frequencies can be more often have no any dependence. Here also
studied description for the marine life. This complex environment of nature
invited researchers for its vast consideration. Methods of analysis and results
given below.
Failure
and Causes of
marine world:
Failure
causes are considered worthy in estimation
of any particular threat also their aftermath can relate to the reality
for some extent. For instance, a horrible risk like 'ballast system failure'
possibly depicted below by two failure cases
1.
accidental ballasting of one compartment.
2.
accidental ballasting of two compartments.
Furthermore,
QRA technique has to play its role in regarding of these two events improperly.
Frequency methods of marine world:
The
analysis in frequency methods involve the evaluation of risks of happening of
each failure case. Main steps in order to estimate the frequencies are;
Historical
accident frequency data of
marine world
This
require the previous knowledge of the accidents. This one is simple approach
and easy to get absorb but this is only useful in already present technology
with much experience of accidents and where the particular records were
present.
Fault
tree analysis of
marine world
This
actually related to breaking down of some incident into its component causes.
Which also include human error and evaluating the frequency of every component
from comparison with generic data of history.
Simulation
of marine world
Simulation
models can be used in order to get frequencies of some types of incidents. Like
in a ship collision where time domain simulation and analytical computation can
help to estimate the frequencies of collision from the range of movement of
ship in that particular area.
Event
tree analysis of
marine world
This
is actually a path of showing how the incident happen from an initiating event
in form of branches with rise to few possible results or outcome too.
Human
reliability analysis of
marine world
This
include estimation of human error to accident and it can also generate through
the inputs of fault tree analysis or event tree analysis
Judgmental
evaluation of
marine world
Based
on judgment of some experience it is easy to select a frequency. This is a
simple assessment for like some frequent events for the events which have some
minimum risks
Bayesian
analysis of
marine world
This
is kind of systematic type of combining the past data with the judgment and
uncertainty measures. It is very rare in use.
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