QUANTIFICATION OF UNCERTAINTY AND RISKS FOR DEVELOPING MARGINAL FIELDS
Code No: 784337
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ABSTRACT
The Niger Delta is Nigeria’s and
Africa’s most prol ific producing basin and has some untapped oil
resources because of their marginality. The development of marginal oil
field in Nigeria has now become an important strategic issue. This is
due to the vast availability of these fields scattered all over the
Niger Delta. The Federal Government of Nigeria in a bid to kick-off
indigenous participation in the upstream sector of the petroleum
industry initiated the marginal field program. This was also to increase
Nigeria’s crude oil production. Years after awards of marginal fields,
only a few of the awardees have been able to see first oil production.
This is due to various challenges that marginal field investors have
faced over the years and these challenges were not properly planned for.
An important aspect of any field development planning exercise is
inherent in adequately quantifying risks and uncertainty, particularly
when information availability is limited.
In this work, a risk
management process was employed to quantify risk and uncertainty in
developing marginal fields. This involved planning, identification,
analysing, assessing, treating and monitoring these risks. A total of 15
risk factors were identified and these risks were screened to high loss
risks in terms of NPV. These risks were lumped up to seven variables
which were used as independent variables for Monte Carlo simulation used
to carry out sensitivities on the investor’s NPV. Petroleum Profit Tax,
Reserves, Oil Prices and rate of decline were identified as top risk
factors on investor’s NPV. Fiscal terms, reserves, oil price, well
production performance, reservoir performance and well integrity risk
factors were discovered as the highest ranked risks in developing
marginal oil fields. A set of guidelines was the formulated to support
decision makers and improve the probability of success in developing
marginal fields in the Niger Delta.
CHAPTER 1
1.0 INTRODUCTION
1.1 PROBLEM DESCRIPTION
The Niger
Delta is situated in the Gulf of Guinea and has prograded south westward
from Eocene to the present forming various depobelts. It is Africa’s
largest and most prolific oil producing basin and also one of the
world’s largest delta systems of tertiary age and covers
an area of
about 75,000 km2. Several discovered marginal fields exist in the
onshore delta area which provides attractive opportunity for development
due to presence of multi stacked good quality reservoirs associated
with growth fault related structures (Sahu et al, 2011). The development
of marginal oil fields has become an important strategic issue in
Nigeria. This is because government and indigenous investors both
believe that, acquisition of fields which remained undeveloped or
abandoned for a period of 10 years from major oil companies by
government and re-allocation to intending investors would go a long way
in improving the country's proven and recoverable reserves. Marginal
field operators have then been given fields to develop but majority of
the marginal operators are facing challenges in developing such fields.
These
limitations being faced by marginal operators mostly arise because of
improper planning for field development. An important aspect of any
field development planning exercise is inherent in adequately
quantifying risks and uncertainty, particularly when information
availability is limited. For marginal fields, accurate evaluation of the
project downside becomes even more crucial, as different development
options carry a substantial probability of negative net-present-value
and project economic viability relies on oil field risk minimization.
Thus,
it is essential to undertake a complete and detailed risk analysis in
order to identify key contributors to uncertainty in field developments,
and determine their combined effect and impact on field economics. If
the risks and uncertainties are better understood, ability to make good
development decisions will be greatly enhanced. These will then help to
mitigate uncertainty and shift to the right and/or narrow the
distribution of recovery and net present-value. The evaluation and
quantification of the effect of key risk factors is sometimes a complex
process because of the multiplicity of combinations in development
options are most times represented by running simulations.
In
general, quantitative risk and uncertainty is an important tool for the
regulation of any industrial development, as well as the decision-making
in oil field development investment. Uncertainty quantification creates
value only to the extent that it holds the possibility of changing a
decision that would otherwise be made differently (Bickel and Bratvold,
2008). Therefore quantifying risks and uncertainties help a great deal
in decision-making. Various methods are currently used in
decision-making in the oil industry. Some of them are: Worst Case/Best
Case Scenario, Tornado Plots, Boston Grid, Expected Net Present Value,
Decision Trees, Monte Carlo Simulation and Real Options. These methods
are characterized by different degrees of complexity and specific
theoretical assumptions. This work will utilise some of the methods used
in decision making to formulate guidelines for understanding and
managing risks for successful marginal field development in the Niger
Delta.
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