Dealing With Uncertainty in Petroleum Exploration:

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Dealing With Uncertainty in Petroleum Exploration:

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Develop vs. Appraise Option. 200 250 300 350 400. Total Recoverable ... Develop vs. Appraise option has value only at volumes just below the economic threshold ... – PowerPoint PPT presentation

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Title: Dealing With Uncertainty in Petroleum Exploration:


1
2001 Energy Finance Conference Austin, Texas
Dealing With Uncertainty in Petroleum
Exploration Anadarkos Use of Real Options

Ron Bain and Steve Rutherford Technology and
Exploration Planning Group Anadarko Petroleum
Corporation
February 22 - 23, 2001
2
Industry Status of Real Options
  • Recognized Leaders in Real Options
  • Anadarko
  • Shell
  • Enron
  • Mainly Strategic Uses Implemented at Corporate
    Level
  • High Level of Interest Throughout the Industry

3
Status of Real Options in Anadarko
  • Primarily Strategic Applications Implemented at
    Corporate Level
  • Deep Water Lease Sale Valuations
  • Farmout Opportunities
  • Play Entry Options
  • Starting to be Implemented at Division Level
  • Stochastic NPV Evaluations are Beginning to
    Include Optionality

4
Timeline
  • 1995 - Began Internal Research on Applications of
    Real Options to EP Project Valuations
  • Formal recognition of significant value of
    inherent optionality (intuitive to quantitative)
  • Literature searches
  • Attacked simple problems with Black-Scholes eqn.
  • Valuing international PSAs Lease sale bid
    valuations
  • 1996 - Realized We Were Sorely Lacking in Tools
    to Solve Real World Problems
  • Changed focus to Active Learning types of
    problems
  • Consulted with Analysis Group Economics (Martha
    Amram)
  • Developed methodologies for valuing active
    learning
  • Developed Two-Learn prototype software

5
Timeline
  • 1997 to 1998 - Digestion Period
  • Implemented qualitative Real Options company wide
  • Management (some) developed a Real Options mind
    set
  • No consultants or software developments during
    this period
  • 1999 - Renewed Focus on Tool Development
  • Retained Larry Chorn of ROCE, Inc. to advise on
    Real Options implementations
  • Focused on more complex, real world problems
  • Employed Rainbow Options value deep water lease
    sale prospects incorporating
  • Technology development option
  • Explore/abandon option
  • Delineate/develop option
  • Proprietary software development

6
Timeline
  • 2000 - Increasing Commitment to Real Options
  • Continuing consultancy with ROCE (Real Options
    course)
  • Increased Real Options staff in Exploration
    Planning Group
  • Increased Real Options valuations in operating
    groups
  • Exploring liaisons with companies to facilitate
    tool development
  • Underwriting development of FlexAble
  • Networking the Real Options community

7
Extensions to Real Options
  • Many times, real asset valuations with the
    following attributes can be re-formulated in
    terms of a Real Options Problem
  • Contingent decision making opportunities exist
  • Uncertainties to be resolved
  • Well defined time frame in which to act

8
Contingent Decision Making
  • Options convey the right, but not the obligation
    to invest
  • Purchasing an offshore lease can be viewed as an
    option to explore without an obligation to
    develop, etc.
  • Lumpy cash flows often reveal contingent decision
    making opportunities
  • ROA captures the value associated with the
    ability to bailout and cut ones losses

9
Uncertainties to be Resolved
  • Uncertainties that are resolved by time and/or
    effort
  • Passive Resolution (Waiting)
  • Waiting for price information
  • Not particularly useful for projects with long
    timelines
  • Active Resolution (GG s)
  • Shoot seismic to refine reserves estimates
  • Drill delineation wells

10
Timeframe In Which to Act
  • A well defined timeframe in which uncertainties
    must be resolved
  • Lease period
  • PSA exploration time period
  • Exploration program time period

11
Real Options Variable Mapping
  • S Present value of cash flows associated with
    the project, i. e., value of production less
    operating costs
  • X Cost associated with acquiring the cash flows
    (S)
  • Development costs, plant expansion costs, etc
  • ? Volatility of S to be resolved in option
    period std. deviation of ln(S) / Option time
    period
  • Can be associated with price uncertainty,
    reserves size uncertainty, or both
  • ?initial - ?final
  • t Lease period, etc.
  • r Corporate hurdle rate, WACC
  • Option Cost - Cost associated with resolving
    uncertainty
  • Cost of a well, cost of a seismic program, etc
  • Cost of deferring revenue during option period

12
Real Options Variable Mapping
S PV of Production Less Op Costs
T
Cost of Op s spent to prove reserves
X Development Costs
? Std Devln(S)/T Std Dev(S) / ltSgtT r WACC
or hurdle rate Conventional NPV S - X e-rt -
Costs
13
The Investment Opportunity
  • A deepwater lease sale is planned in the near
    future.
  • There is limited data regarding the amount of oil
    in
  • the region. Major uncertainties include the
    volume of oil in
  • the leases offered, the cost of developing the
    field(s), and
  • the price of oil.
  • The exploratory lease duration is 10 years an
    economic field
  • will require in excess of 500 MM in investment
    and will produce
  • up to 20 years.
  • Flexibilities embedded in the investment
    opportunity include
  • developing lower cost production facilities
  • drilling exploration wells to resolve oil
    volume,
  • timing of the development decision.

14
Questions to Resolve
  • How much to bid ?
  • How much to spend developing new production
    technology ?
  • Sufficient information exists to justify
    exploration wells ?
  • Develop a discovery or perform further
    appraisal drilling ?
  • Synergies exist with other exploration
    opportunities ?

15
Timing Considerations
  • 10 year maximum exploratory lease duration
  • 2.5 years required to explore
  • 3 years required for construction
  • 3 years required for alternate technology
    development

16
The Decision Pathway (first stage)
No
EXIT
Begin Exploration
ltthreshold
Yes
Success (gtthreshold)
Win Lease
Success, (?X reduction)
Yes
Failure
Begin Technology Development
No
17
The Decision Pathway
No
EXIT
Begin Exploration
Further Appraisal
ltthreshold
EXIT
No
Begin Reduced Cost Development
Yes
Success (gtthreshold)
Win Lease
Yes
REVENUE
Yes
EXIT
No
18
The Decision Pathway
No
EXIT
Begin Exploration
Further Appraisal
ltthreshold
EXIT
No
Begin Reduced Cost Development
Yes
Success (gtthreshold)
Win Lease
Yes
REVENUE
Yes
Success, (?X reduction)
Yes
EXIT
No
Failure
Begin Technology Development
No
REVENUE
Yes
Begin Full Cost Development
19
Real Option Framework
Opportunity
Option Equivalent
American
Technology
Development
Exploration wells
Up-and-In
Barrier
Appraise vs.
American
Develop now
20
Real Option Framework
American vs European options
  • European (Black Scholes)
  • exercise only at end of option life
  • relatively high valued
  • American (Bjerksund and Stensland Approximation)
  • exercise anytime up to (including) last day
  • based on a trigger price
  • consistent with decision flavor
  • more accurate as time increases
  • fast solution

21
Real Option Framework
Up-and-in Barrier options
  • Value of Development option is underlying asset
  • 0, if volume discovered lt threshold
  • gt 0, if volume discovered gt threshold
  • Begins out of money
  • Periodic monitoring of barrier hits
  • Proof of geologic concepts raises value above
    barrier
  • makes development option valuable
  • establishes contingent value of development
    option
  • barrier adjusts to technology development success
  • More conservative than standard B-S (compound
    or sequential)

22
Up-and-in Barrier option on a Binomial tree
Develop option value gt 0
Economic Threshold for volume
Develop option value lt 0
23
Model Inputs
Production capacity (1 FPSO) 180,000 bbl /
day Average oil price 15.00 / bbl Field
decline begins after 75 production Production
decline 10 / year Risk free rate 6.
Company WACC 12. Lease lifetime w/o
production 10 years Tax rate 33
Depreciation schedule 4 years OPEX 65 MM /
year
24
Major Sources of Uncertainty
  • Oil Price
  • Recoverable volumes
  • Development costs

25
Selecting Critical Variables
27
Recoverable Volume
-19
13
-26
Oil Price
21
Development Cost
0
change in Project NPV
26
Components of Project Value _at_ 300 MM bbls
129
118
103
Project NPV (MM)
Total
Explore or Exit
Technology Development
Traditional Analysis
27
Effect of Volume on Project Value
300 250 200 150 100 50 0 -50
Traditional DCF Technology Development
Option Exploration Option Develop vs. Appraise
Option
Project NPV (MM)
200 250 300
350 400
Total Recoverable Volume (MM bbls)
28
Effect of Volume on Project Value
Traditional DCF Technology Development
Option Exploration Option Develop vs. Appraise
Option
200 150 100 50 0 -50
Project NPV (MM)
150 200
250 300 350
29
Interpretations
  • Traditional DCF is not linear in this problem due
    to a
  • production capacity constraint
  • Exploration option has value when you depart from
    the
  • optimum ratio of production capacity and field
    size
  • Technology Development option has diminishing
    value as
  • traditional DCF value rises
  • Develop vs. Appraise option has value only at
    volumes just below the economic threshold

30
Effect of Timetable Changes
Technology development option Exploration
option Appraise vs. develop now option
100
75
Option Value (MM)
50
25
-1 0
1
(delay)
(accelerate)
years
31
Effect of Option Expiration
  • No bid
  • Technology
  • development
  • Exploration
  • Appraise vs.
  • develop now

No revenues
Higher development costs
Capital savings vs. no future revenue
Revenue deceleration
32
Conclusions
  • Compound options required to represent a
    sequential investment program
  • Exotic options sometimes required to capture
    decision flavor
  • Dynamic investment model for duration of
    investment lifecycle
  • Near breakeven NPV, option values can be very
    large

33
Issues Within Anadarko
  • Lack of General Set of Tools
  • Impacts ability to solve useful problems
  • Impacts ability to disseminate of Real Options
    technology
  • Corporate Understanding of Real Options
  • How do we explain this stuff to management and
    staff?
  • Strategic vs. tactical applications - helicopter
    philosophy
  • Buy-In/Credibility
  • Where are the corporate experts housed? TURF
  • Do people really believe the results? Corporate
    patience
  • Very important to present examples where Real
    Options valuation says dont do this project -
    neutralize the bias!

34
Issues Popular Misconception 1
  • ROA uses a risk-free discount rate for everything
    - This cant be right!
  • In ROA income and expense cash flows are always
    discounted using the companys specified hurdle
    rate
  • By analogy to financial options, strike price, X,
    is often discounted using the risk-free rate, but
    only during the option period, t
  • r is also the drift rate and impacts the asset
    value volatility model

35
Discount Rates in Financial Options
  • The use of the risk-free rate arises from the
    concept of a risk-free portfolio
  • The value of a financial option is established
    within the context of a risk-free portfolio
  • Assumption - Equities market is efficient and
    frictionless
  • Requirement - Risk free portfolio must be free of
    arbitrage risk
  • Result - Use of risk-free interest rate is
    mandatory

36
Discount Rates in Real Options
  • Through analogy to financial options many
    practitioners often use the risk-free rate
  • Natural to compare stock returns to a risk free
    interest rate
  • Real markets are different
  • Neither efficient nor frictionless
  • Arbitrage risk is generally not a factor
  • Funds invested in OG projects must earn the
    corporate hurdle rate
  • Funds not invested in a project are not generally
    banked. They are diverted to other projects
    earning WACC
  • Bottom Line - Anadarkos Philosophy is to use r
    corporate hurdle rate/WACC in Real Options
    valuations

37
Issues Popular Misconception 2
  • ROA is just a way to make dog projects appear to
    be valuable
  • ROA identifies and values upside potential in a
    project
  • Whether the option is a good deal or not depends
    on the cost of the option relative to the value
    of the option
  • In financial options cost of option is by
    definition value of the option. NOT SO IN REAL
    OPTIONS!
  • Paying more than the option is worth destroys
    project value
  • Paying less ensures meeting hurtle rate
    requirements
  • Sows ears will not be turned into silk purses by
    ROA

38
2001 Energy Finance Conference Austin, Texas
Dealing With Uncertainty in Petroleum
Exploration Anadarkos Use of Real Options
Ron Bain and Steve Rutherford Technology and
Exploration Planning Group Anadarko Petroleum
Corporation
February 22 - 23, 2001
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