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HoustonKemp.com
How real options analysis can
be used to make better network
investments
ENA conference presentation
Sam Forrest
Sydney
7th June 2018
HoustonKemp.com
Overview
ā€¢ What is real options analysis?
ā€¢ Real options analysis and the RIT-T
ā€¢ Case study on the Eyre Peninsula Supply Options RIT-T
ā€¢ Tips for applying option value to electricity network
investments
2
HoustonKemp.com
A scenario requiring real options analysis
ā€¢ You are seeking to upgrade
deteriorating transmission lines
ā€¢ You need to determine the appropriate
capacity of the lines to account for
potential future loads
ā€¢ A large industrial load has expressed
interest in locating on the line in the
future but the outlook remains
uncertain
3
Option 1
Do not build sufficient capacity
Risk of unrealised benefits
or inefficient investment if
the load does eventuate
Option 2
Build sufficient capacity
Risk of stranded asset if
the load does not
eventuate
Option 3
Staged investment
Reach the optimal trade-
off by making smaller
investment in the short
term to create flexibility
Evaluated using real options
analysis
HoustonKemp.com
What is real options analysis?
ā€¢ Real options analysis is a way of quantifying the costs and
benefits of staged investments by considering future investment
decisions based on future information
ā€¢ ā€˜Option valueā€™ is the additional benefit arising from optimised
future decisions
ā€¢ Option value arises when:
1. significant uncertainty exists regarding the future and the value of the
investment
2. investment decisions can be staged over time
3. future information will become available that will affect the
investment decision
4. this information can be reacted to in a timely manner
ā€¢ The nature of the analysis can vary substantially depending on
the context
4
HoustonKemp.com
Real options analysis and the RIT-T
ā€¢ ā€˜Option valueā€™ was added to the RIT-T in 2009
ā€ŗ AEMC considered that consideration of option value: ā€˜May
facilitate a more strategic view of projectsā€™
ā€¢ Option value has not been fully considered in any
RIT-T undertaken to date
ā€¢ Reasons for this include:
ā€ŗ not applicable to all investment decisions
ā€ŗ implementation challenges, ie, modelling complexity
5
HoustonKemp.com
Application to the Eyre Peninsula RIT-T - Context
6
Existing network configuration
Significant potential mining activity and
potential renewable energy resources are
located on the Peninsula
HoustonKemp.com
Application to the Eyre Peninsula RIT-T ā€“
Preliminary findings
7
Option B
Option C
ā€¢ Double circuit 275kV from
Cultana to Yadnarie
ā€¢ Double circuit 132kV from
Yadnarie to Port Lincoln
ā€¢ Double circuit 275kV (lines)
from Cultana to Yadnarie,
initially operated at 132kV
ā€¢ Double circuit 132kV from
Yadnarie to Port Lincoln
ā€¢ Double circuit 132kV from
Cultana to Port Lincoln
Option A
Top three options based on PADR modelling
HoustonKemp.com
Timing and trigger assumptions
ā€¢ Initial investment decisions are assumed to be made in 2018
ā€¢ New information on trigger variables is available at two points in time ā€“ in 2023 and
2028
ā€¢ Substation works to upgrade from 132kV to 275kV take 2 years and upgrades can
only occur in response to information available in 2023 and 2028
ā€¢ Trigger variables were:
ā€ŗ Mining load ā€“ whether a mining load greater than 50MW seeks connection to the
network
ā€ŗ SA-specific renewables policy ā€“ eg, whether the Eyre Peninsula is designated as a
ā€˜renewables precinctā€™ and transmission capacity expansion is mandated
ā€¢ A mining load connects two years after a signed connection agreement and
therefore, aligns with upgrade timing
8
2018 203020242019 2020 2021 2022 2023 2025 2026 2027 2028 2029
Initial
decision
Construction
complete
Decision
point 1
Upgrade 1
completion
Decision
point 2
Upgrade 2
completion
HoustonKemp.com 9
etc
2018
SA Renewable Policy No Pr =0.5
Mining Yes Pr =0.2
Upgrade North Yes
Upgrade South No
Pr=0.1
SA Renewable Policy Yes Pr =0.5
Mining North Yes Pr =0.2
Upgrade North Yes
Upgrade South Yes
Pr=0.1
2023
Information on trigger
variables is observed
Information revelation and upgrade decisions
Initial
investment
decision made
Upgrade decisions are
made based on trigger
variables
Repeat for each combination of scenario variables
HoustonKemp.com
Interactions between option value model and
wholesale market model
10
2018
SA Renewable Policy No Pr =0.5
Mining Yes Pr =0.2
Upgrade North Yes
Upgrade South No
Prtrigger=0.1
2023
Extract wholesale market modelling
results based on scenario and trigger
variables and weight the result by the
probability (Prscenario x Prtrigger)
Scenario:
Run Demand Gas Mining
2018
Mining
2023
Mining
2028
Upgrade
2018
Upgrade
2023
Upgrade
2028
Investment
Benefits
Dispatch
Beneftis
Other
Benefits
1 Strong High No No No No No No ā€¦ $XX $XX $XX
2 Strong High No No No No Yes Yes ā€¦ $XX $XX $XX
3 Strong High No No No No No Yes ā€¦ $XX $XX $XX
4 Strong High No Yes Yes No No No ā€¦ $XX $XX $XX
5 ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦
Database of wholesale model run results
Demand High Pr =0.33
Gas price Neutral Pr =0.33
Prscenario=0.11
HoustonKemp.com
Tips for applying real options analysis to network
investments
11
Develop decision rules
or investment triggers
Adjust numbers of
decision points to
control complexity
Be aware of interactions
with other modelling
Segment the investment
decision into clear
discrete decisions
Develop decision rules or investment triggers to reduce
analysis complexity, eg, the network would need be
expanded if a new load eventuates
Often option value analysis requires inputs from other
complex modelling and so consider simplifying
assumptions where possible, eg, consider less granular
wholesale market modelling
The complexity of the modelling increases exponentially
with the number of decision points, and so this is one of
the key levers for controlling complexity
Clearly defining discrete investment stages and feasible
staging options ensures that the analysis remains
tractable
Decide if real options
analysis is the right
approach
Option value is not always relevant or significant so use
ā€˜back of the envelopeā€™ type analysis to identify whether
option value is material
HoustonKemp.com
Sydney
Level 40
161 Castlereagh Street
Sydney NSW 2000
Phone: +61 2 8880 4800
Singapore
12 Marina View
#21-08 Asia Square Tower 2
Singapore 018961
Phone: +65 6653 3420
Contact Us

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ENA conference presentation - S Forrest (7 June 2018)

  • 1. HoustonKemp.com How real options analysis can be used to make better network investments ENA conference presentation Sam Forrest Sydney 7th June 2018
  • 2. HoustonKemp.com Overview ā€¢ What is real options analysis? ā€¢ Real options analysis and the RIT-T ā€¢ Case study on the Eyre Peninsula Supply Options RIT-T ā€¢ Tips for applying option value to electricity network investments 2
  • 3. HoustonKemp.com A scenario requiring real options analysis ā€¢ You are seeking to upgrade deteriorating transmission lines ā€¢ You need to determine the appropriate capacity of the lines to account for potential future loads ā€¢ A large industrial load has expressed interest in locating on the line in the future but the outlook remains uncertain 3 Option 1 Do not build sufficient capacity Risk of unrealised benefits or inefficient investment if the load does eventuate Option 2 Build sufficient capacity Risk of stranded asset if the load does not eventuate Option 3 Staged investment Reach the optimal trade- off by making smaller investment in the short term to create flexibility Evaluated using real options analysis
  • 4. HoustonKemp.com What is real options analysis? ā€¢ Real options analysis is a way of quantifying the costs and benefits of staged investments by considering future investment decisions based on future information ā€¢ ā€˜Option valueā€™ is the additional benefit arising from optimised future decisions ā€¢ Option value arises when: 1. significant uncertainty exists regarding the future and the value of the investment 2. investment decisions can be staged over time 3. future information will become available that will affect the investment decision 4. this information can be reacted to in a timely manner ā€¢ The nature of the analysis can vary substantially depending on the context 4
  • 5. HoustonKemp.com Real options analysis and the RIT-T ā€¢ ā€˜Option valueā€™ was added to the RIT-T in 2009 ā€ŗ AEMC considered that consideration of option value: ā€˜May facilitate a more strategic view of projectsā€™ ā€¢ Option value has not been fully considered in any RIT-T undertaken to date ā€¢ Reasons for this include: ā€ŗ not applicable to all investment decisions ā€ŗ implementation challenges, ie, modelling complexity 5
  • 6. HoustonKemp.com Application to the Eyre Peninsula RIT-T - Context 6 Existing network configuration Significant potential mining activity and potential renewable energy resources are located on the Peninsula
  • 7. HoustonKemp.com Application to the Eyre Peninsula RIT-T ā€“ Preliminary findings 7 Option B Option C ā€¢ Double circuit 275kV from Cultana to Yadnarie ā€¢ Double circuit 132kV from Yadnarie to Port Lincoln ā€¢ Double circuit 275kV (lines) from Cultana to Yadnarie, initially operated at 132kV ā€¢ Double circuit 132kV from Yadnarie to Port Lincoln ā€¢ Double circuit 132kV from Cultana to Port Lincoln Option A Top three options based on PADR modelling
  • 8. HoustonKemp.com Timing and trigger assumptions ā€¢ Initial investment decisions are assumed to be made in 2018 ā€¢ New information on trigger variables is available at two points in time ā€“ in 2023 and 2028 ā€¢ Substation works to upgrade from 132kV to 275kV take 2 years and upgrades can only occur in response to information available in 2023 and 2028 ā€¢ Trigger variables were: ā€ŗ Mining load ā€“ whether a mining load greater than 50MW seeks connection to the network ā€ŗ SA-specific renewables policy ā€“ eg, whether the Eyre Peninsula is designated as a ā€˜renewables precinctā€™ and transmission capacity expansion is mandated ā€¢ A mining load connects two years after a signed connection agreement and therefore, aligns with upgrade timing 8 2018 203020242019 2020 2021 2022 2023 2025 2026 2027 2028 2029 Initial decision Construction complete Decision point 1 Upgrade 1 completion Decision point 2 Upgrade 2 completion
  • 9. HoustonKemp.com 9 etc 2018 SA Renewable Policy No Pr =0.5 Mining Yes Pr =0.2 Upgrade North Yes Upgrade South No Pr=0.1 SA Renewable Policy Yes Pr =0.5 Mining North Yes Pr =0.2 Upgrade North Yes Upgrade South Yes Pr=0.1 2023 Information on trigger variables is observed Information revelation and upgrade decisions Initial investment decision made Upgrade decisions are made based on trigger variables Repeat for each combination of scenario variables
  • 10. HoustonKemp.com Interactions between option value model and wholesale market model 10 2018 SA Renewable Policy No Pr =0.5 Mining Yes Pr =0.2 Upgrade North Yes Upgrade South No Prtrigger=0.1 2023 Extract wholesale market modelling results based on scenario and trigger variables and weight the result by the probability (Prscenario x Prtrigger) Scenario: Run Demand Gas Mining 2018 Mining 2023 Mining 2028 Upgrade 2018 Upgrade 2023 Upgrade 2028 Investment Benefits Dispatch Beneftis Other Benefits 1 Strong High No No No No No No ā€¦ $XX $XX $XX 2 Strong High No No No No Yes Yes ā€¦ $XX $XX $XX 3 Strong High No No No No No Yes ā€¦ $XX $XX $XX 4 Strong High No Yes Yes No No No ā€¦ $XX $XX $XX 5 ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ ā€¦ Database of wholesale model run results Demand High Pr =0.33 Gas price Neutral Pr =0.33 Prscenario=0.11
  • 11. HoustonKemp.com Tips for applying real options analysis to network investments 11 Develop decision rules or investment triggers Adjust numbers of decision points to control complexity Be aware of interactions with other modelling Segment the investment decision into clear discrete decisions Develop decision rules or investment triggers to reduce analysis complexity, eg, the network would need be expanded if a new load eventuates Often option value analysis requires inputs from other complex modelling and so consider simplifying assumptions where possible, eg, consider less granular wholesale market modelling The complexity of the modelling increases exponentially with the number of decision points, and so this is one of the key levers for controlling complexity Clearly defining discrete investment stages and feasible staging options ensures that the analysis remains tractable Decide if real options analysis is the right approach Option value is not always relevant or significant so use ā€˜back of the envelopeā€™ type analysis to identify whether option value is material
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