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A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy Fabio Sferra, Fondazione Eni Enrico Mattei joint work with Emanuele Massetti FEEM - IEFE Joint Seminar Series FEEM Milan, 12 November 2009

A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

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Page 1: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate PolicyFabio Sferra, Fondazione Eni Enrico Mattei

joint work with Emanuele Massetti

FEEM - IEFE Joint Seminar SeriesFEEMMilan, 12 November 2009

Page 2: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE1

1- Motivations and New Developments of the Model

Without a description of regional trade and investment of oil sector, regional stabilization cost might be biased

We introduce endogenous investments for oil extraction capacity

We can track how financial flows associated with the international trade of oil change when climate policy is introduced

Eight grades of oil are considered

Both importing and exporting regions are price takers

With these new features, in a climate policy regime oil-exporting countries bear costs twice as large if compared to previous estimates, while oil-importing regions have lower costs

Page 3: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE2

The Equations

Page 4: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE3

2- The Model: Supply and Demand

( ) ( )( ) ),(,,, ntNIPOILgtnOILPRODntOILg

+=∑ ( ) ( ) ( )n,tOILn,tOILn,tOIL NELEL +=

( ) ( )gntOILCAPgntOILPROD ,,,, ≤

(1)

Oil supply:

(2)

(3)

(4)

(5)

Oil demand:

( ) ( )( ) ( )gntADDOILCAPgntOILCAPgntOILCAP ,,1,,,,1 +−=+ δ

( ) ( )( )g,n,tCOST_OILCAP

g,n,tIg,n,tADDOILCAP OILCAP=

Page 5: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE4

2- The Model: The Oil Market, Oil and Non-Oil GDP

( )∑ ∀=n

tn,tNIPOIL 0

( ) )n,t(Y)n,t(Yn,tY OILNONOIL +=

( ) ( )( ) ( ) ( ) ( )[ ] ( )n,tXn,tMKUPtPn,tOIL

n,tn,tYn,tY

zzOILOILNONOIL

NONOIL ∑−+−Ω

=

Equilibrium in international market of oil:

(6)

Oil and Non‐Oil GDP:

(7)

(8)

(9)

(10)

( ) ( )( ) ( )tPgtnOILPRODntY OILg

OIL ∑= ,,,

( ) ( ) ( ) ( ) ( )( )∑

∑∑∑−

−−−=

k k

gg OILCAPj j

n,tW

COSTS_M&Og,n,tOILCAPg,n,tIn,tIn,tYn,tC

Page 6: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE5

2- The Model: The Oil Cost Function

( )

[ ]ψ

ψ

ψ

λαα

α

⎟⎟⎠

⎞⎜⎜⎝

⎛−++

⎪⎭

⎪⎬⎫

⎪⎩

⎪⎨⎧

+⎥⎥⎦

⎢⎢⎣

⎡−⎟⎟

⎞⎜⎜⎝

=

⎟⎠⎞⎜

⎝⎛

)g,n,t(RES_OIL)g,n,t(CUMOILPROD)g()g(

g,n,tCAP_ADDOIL)g,n(CAP_ESP

)g,n,t(CAP_ADDOIL)g(

)g,n,t(CAPCOST_OIL

1

11

• We model the cost of oil extraction capacity, for eight grades of oil• Two components:

•Short term component: avoids over-extraction in the short term•Long term component: costs increase as the resource is exhausted

Short term component

Short term component

(11)

Page 7: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE6

2- The Model: The Oil Cost Function

Oil Capacity Cost - USA

0

100

200

300

400

500

600

700

800

0.00

21.01

42.71

62.09

70.11

72.91

73.88

74.22

74.29

74.29

Cumulative production (Billion Barrels)

USD

per

Bar

rel o

f oil

capa

city

G1

Page 8: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE7

2- The Model: The Oil Extraction sector

The oil extraction sector:

( ) ( )∑ −

==

1

1

t

sg,n,tOILPRODg,n,tCUMOILPROD (12)

(13)

(14)

( ) ( ) ( )( ) ( ) 0 now1,,,,1 =+=+ ttgntOILRESgntOILRES gg μμ

( ) ( )gntOILRESgntCUMOILPROD ,,,, ≤

Page 9: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE8

Data

Page 10: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE9

3- Data: Cost of Extraction Capacity

Us $ 2005 per barrel of oil equivalent

Min Max

G1 - 18

G2 18 29

G3 29 38

G4 38 53

G5 53 57

G6 57 78

G7 78 93

G8 93 240

Us $ 2005 Cost of extraction capacity

(α)

G1 120

G2 190

G3 250

G4 350

G5 380

G6 520

G7 620

G8 1600

Source: Rogner 1997

Oil Cost: $ per barrel of installed capacity

G1= Proved Recoverable ReservesG2= Estimated Additional ReservesG3= Additional Speculative ResourcesG4= Enhanced Recovery

G5= Unconventional Recoverable ReservesG6= Unconventional ResourcesG7= Unconventional Additional OccurrencesG8= Unconventional Additional Occurrences

( )( )( )

( ) ( )δα

δαα

+=

+=

=

rbarrelper cost ,

1r,barrelper cost

capacity extraction ofcost ,

gn

gngn

Production Cost ranges

Page 11: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE10

3- Data: Oil Resources

Source: Adapted from Rogner, 1997Billion Barrels

G1= Proved Recoverable ReservesG2= Estimated Additional ReservesG3= Additional Speculative ResourcesG4= Enhanced Recovery

G5= Unconventional Recoverable ReservesG6= Unconventional ResourcesG7= Unconventional Additional OccurrencesG8= Unconventional Additional Occurrences

Region s \ Oil grades

USA WEURO EEURO KOSAU CAJAZ TE MENA SSA SASIA CHINA EASIA LACA

G1 74 41 2 3 13 125 644 29 7 37 21 128

G2 75 15 1 2 13 100 125 25 2 34 12 65

G3 59 26 4 4 10 141 161 36 4 60 18 114

G4 139 37 5 5 24 172 412 40 6 54 25 139

G5 19 10 0 27 173 24 163 10 1 17 4 19

G6 800 56 4 189 570 142 290 37 2 309 35 671

G7 639 97 7 331 570 249 508 65 4 541 61 1174

G8 639 254 28 442 570 921 2045 218 26 870 169 1985

Page 12: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE11

Results: BaU

Page 13: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE12

4- Results: BaU

Total oil production (all categories) - BaU

0

10

20

30

40

50

60

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Bill

ions

Bar

rels

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

CAJAZ and USA will increase oil production troughout the centuryOil Production in LACA remains rather constant

Page 14: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE13

4- Results: BaU

Consumption of oil - BaU

0

10

20

30

40

50

60

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

ons

Bar

rels

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

CHINA and SASIA are going to increase oil consumptionOil consumption in USA and Europe remained constant

Page 15: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE14

4- Results: BaU

Oil production - USA

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - TE

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - MENA

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - CAJAZ

0.0

5.0

10.0

15.0

20.0

25.020

0520

1520

2520

3520

4520

5520

6520

7520

8520

95

Bill

ion

Barr

els

G8G7G6G5G4G3G2G1

Oil production in MENA is mainly from Conventional oil (G1)

Page 16: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE15

4- Results: BaU

Investments in the Oil Sector (all categories) - BaU

0

1000

2000

3000

4000

5000

6000

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

ons

2005

USD

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

Investments are concentrated in MENA at the beginning of the century.

Page 17: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE16

4- Results: BaU

Oil Investments- MENA

0

200

400

600

800

100020

0520

1520

2520

3520

4520

5520

6520

7520

8520

95

Bill

ion

2005

US

D

G8G7G6G5G4G3G2G1

Oil Investments- USA

0

200

400

600

800

1000

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Bill

ion

2005

USD

G8G7G6G5G4G3G2G1

Investments in non conventional oil are dominant in the USA

Investments in MENA are related mainly to conventional oil (G1)

Page 18: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE17

4- Results: BaU

Oil Market - Net Imports - Bau

-25

-20

-15

-10

-5

0

5

10

15

20

25

Bill

ions

Bar

rels

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

Oil imports in the USA remained rather constantCAJAZ will became an oil exporter region in 2050

Page 19: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE18

Results: Stabilization Scenario

Page 20: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE19

4 - Results: Stabilization Contraction and Convergence

International market for carbon permits starting at 2010

Additional CO2 emissions of non-conventional oil (grades 5 - 8) wrt to conventional are attributed to the extraction process and thus to countries that produce non-conventional oil

It is possible to have spare capacity, but it is never an optimal choice

Page 21: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE20

4 - Results: Stab

Price of Carbon Allowances

0

200

400

600

800

1000

1200

1400

2005 2025 2045 2065 2085

$/tC

O2e

Stab

Carbon price is going to increase in a climate policy regime

Page 22: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE21

4 - Results: Stab

Total oil production (all categories) - Stab

0

10

20

30

40

50

60

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Bill

ions

Bar

rels

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

Oil production decrease over time.MENA, CHINA, TE, LACA are the main producers at the end of the century

Page 23: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE22

4 - Results: StabConsumption of oil - Stab

0

10

20

30

40

50

60

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

ons

Barr

els

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

Oil is mainly consumed in SASIA, LACA and CHINA at the end of the century

Page 24: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE23

4- Results: Stab Oil production by grade – selected countries

Oil production - MENA

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - USA

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - TE

0.0

5.0

10.0

15.0

20.0

25.0

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Oil production - CAJAZ

0.0

5.0

10.0

15.0

20.0

25.020

0520

1520

2520

3520

4520

5520

6520

7520

8520

95

Billi

on B

arre

ls

G8G7G6G5G4G3G2G1

Non conventional oil is not produced

Page 25: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE24

4- Results: Stab

Investments in the Oil Sector (all categories) - Stab

0

1000

2000

3000

4000

5000

6000

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

ons

2005

US

D

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

Investments are decreasing over time from 2020

Page 26: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE25

4- Results: Stab

Oil Market - Net Imports - Stab

-25

-20

-15

-10

-5

0

5

10

15

20

25

Bill

ions

Bar

rels

LACAEASIACHINASASIASSAMENATECAJAZKOSAUEEUROWEUROUSA

TE and MENA are the main exporter countriesSASIA is the main importer at the end of the century

Page 27: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE26

Comparison: BaU and Stab

Page 28: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE27

4- Results: Comparison

World Oil Consumption

0

10

20

30

40

50

60

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Bill

ion

Barr

els

BaU

Stab

This result tend to conferm the theoretical model proposed by HOEL (2009)

Page 29: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE28

4- Results: Comparison

How will investment decisions be affected when a cap on

emissions is imposed throughout the century?

Total world Investments: Oil Sector (all categories)

0

1000

2000

3000

4000

5000

6000

2005 2025 2045 2065 2085

US$

Bill

ions

BaU Stab

Oil Investments - World

0

1000

2000

3000

4000

5000

6000

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Billi

on 2

005

USD

G8G7G6G5G4G3G2G1

Oil Investments - World

0

1000

2000

3000

4000

5000

6000

2005

2015

2025

2035

2045

2055

2065

2075

2085

2095

Bill

ion

2005

US

D

G8G7G6G5G4G3G2G1

Page 30: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE29

4- Results: Comparison

Oil Traded Internationally

0

5

10

15

20

25

2005 2025 2045 2065 2085

Bill

ions

Bar

rels

BaU Stab Bau no oil

How will these investments decisions shape oil supply and how will they affect international trade of oil and oil price?

Price of Oil

0

50

100

150

200

250

300

2005 2025 2045 2065 2085

$ pe

r Ba

rrel

BaU Stab

International trade of oil is mainly driven by oil consumption

Page 31: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE30

4- Results: Comparison

Average Cost of Additional Oil Extraction Capacity(all categories)

0

200

400

600

800

1000

1200

1400

0

1,000

2,000

3,000

4,000

5,000

6,000

7,000

Cumulative Production (Biilion Barrels)

$ pe

r Bar

rel o

f Cap

acity

BaU

Stab

The cost of additional oil extraction capacity is lower in the stabilization scenario.

Under climate policy, cumulative oil production is about one half if compared to the BaU

Page 32: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE31

4- Comparison with previous version of the model

Price of Oil

0

50

100

150

200

250

300

2005 2025 2045 2065 2085

$ pe

r Ba

rrel

BaU Stab Bau no oil Stab no oil

Oil Supply

0

10

20

30

40

50

60

70

2005 2025 2045 2065 2085

Billi

on B

arre

ls

BaU Stab Bau no oil Stab no oil

World CO2 Emissions (GtC)

0

5

10

15

20

25

2005 2025 2045 2065 2085

GtC

BaU Stab Bau no oil Stab no oil

Page 33: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE32

4- Results: Comparison

World2005 2025 2045 2065 2085 2105

Oil GDP (% of total GDP)BaU 2.1% 2.3% 2.3% 2.4% 2.4% 2.4%Stab 2.1% 1.8% 0.7% 0.3% 0.2% 0.5%

Oil Investments (%of total Investments)BaU 6.9% 7.7% 8.9% 8.7% 8.4% 8.8%Stab 7.5% 4.9% 1.2% 0.9% 0.5% 0.4%

Page 34: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE33

4- Results: Comparison

To what degree will oil exporting countries be able to re- structure their production activities, to counter-act the threat to

their economies, that a low-carbon world will poses ?

Discounted Stabilization Policy Costs (3% declining)

-25%-20%-15%-10%-5%0%5%

10%15%20%25%

USAWEUROEEUROKOSAUCAJA

ZTE MENASSASASIACHIN

AEASIALACA

% o

f GD

P

WITCH OIL WITCH

Page 35: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE34

Conclusion

Introduction of a detailed description of the oil sector does not change global mitigation costs significantly but regional costs do vary greatly.

The value of oil traded decrease significantly in a climate policy regime.

Oil investments decrease significantly

Oil-exporting countries bear costs twice as large if compared to previous estimates.

When carbon emissions are constrained non conventional oil (grades 5 - 8) is not extracted.

Page 36: A Numerical Analysis of Optimal Extraction and Trade of ......A Numerical Analysis of Optimal Extraction and Trade of Oil Under Climate Policy. Fabio Sferra, Fondazione Eni Enrico

PRESENTATIONTITLE35

THANK YOU!