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Dr. Marcelo Cortés C.
Director of Master in Energy Development
Luis Alvarez V, Miguel Tapia C. Assistant researchers
High Integration of Solar Energy
into Chilean Great Northern Grid
(SING)
Universidad de Antofagasta – 15th January 2014
Chilean systems
2
Sistema Interconectado del Norte Grande (SING)
Potencia Instalada : 3698,7 MW
Generación Anual : 15.100 GWh/año
Demanda Máxima : 1998 MW
Cobertura : Arica y Parinacota hasta Antofagasta
Población : 6,22 %
Sistema Interconectado Central (SIC)
Potencia Instalada : 12.147,1 MW
Generación Anual : 43.254,8 GWh/año
Demanda Máxima : 6.482,1 MW
Cobertura : Antofagasta a Los Lagos
Población : 92,23 %
Sistema Eléctrico de Aisén
Potencia Instalada : 40,2 MW
Generación Anual : 121,7 GWh/año
Demanda Máxima : 20,4 MW
Cobertura : Aisén
Población : 0,61 %
Sistema Eléctrico de Magallanes
Potencia Instalada : 98,8 MW
Generación Anual : 268,9 GWh/año
Demanda Máxima : 49,3 MW
Cobertura : Magallanes
Población : 0,93 %
Installed capacity: 3, 6 GW
Energy: 15,1 TWh/yr
Max Load: 2 GW
Load Factor 80%
Installed capacity: 12,1 GW
Energy: 43,2 TWh/yr
Max Load: 6,5 GW
Load Factor 60%
Universidad de Antofagasta – 15th January 2014
3
Great Northern Grid. Installed Capacity 2014
Coal, GNL, Diesel,
Oil 96,7%
3487 MW
Wind 1%
90 MWPV 0,5%
23 MW
Universidad de Antofagasta – 15th January 2014
4
Characteristic of Demand, SING
1400
1500
1600
1700
1800
1900
2000
0 50 100 150 200
Demanda[MW]
Hora
Demand Time SING
Week January 1, 2013
0
500
1000
1500
2000
2500
3000
0,0
4,4
8,7
13,1
17,4
21,8
26,1
30,5
34,8
39,2
43,5
47,8
52,2
56,5
60,9
65,2
69,6
73,9
78,3
82,6
87,0
91,3
95,7
Potencia[MW]
Load duration curve SING 2013
Estimation 2013
Load Factor: Fc = 0,80
Prob (Pd > 2000) = 1,13%
1400
1600
1800
2000
2200
1 3 5 7 9 11 13 15 17 19 21 23
Demanda[MW]
Average hourly demand
curve SING
Med-3*Std
Med+3*Std
Media
Universidad de Antofagasta – 15th January 2014
5
Law 20.698 (2013). Renewables Obligations (RO)
The electric companies (GENCOS) must inject a percentage of their
energy from renewable sources.
5,0
5,0
5,0
5,0
5,5
6,0
6,5
7,0
7,5
8,0
8,5
9,0
9,5
10,0
10,0
5,0
5,0
5,0
6,0
7,0
8,0
9,0
10,0
11,0
12,0
13,5
15,0
16,5
18,0
20,0
2010 2011 2013 2014 2015 2016 2017 2018 2019 2020 2021 2 0 2 2 2023 2024 2025
ENERGYGENERATEDWITHRENEWABLES[%]
YEARS
20.698 LAW. RENEWABLES OBLIGATIONS (RO)
RO for contracts after
July 1, 2013
RO for contracts
between
Aug 31 2007 and
July 1, 2013
Universidad de Antofagasta – 15th January 2014
6
Great Northern Grid. Future Interconetions
SADI
Salta
Argentina
408 km,
1x345 kV
700 MVA
Built 1999
Don’t working
Restarted 2016
Universidad de Antofagasta – 15th January 2014
7
Great Northern Grid. Future Interconetions
COES
Perú
2x220 kV
400 MVA
stage
negotiations
Maybe 2020?
SADI
Salta
Argentina
408 km,
1x345 kV
700 MVA
Built 1999
Don’t working
Restarted 2016
Universidad de Antofagasta – 15th January 2014
8
Great Northern Grid. Future Interconetions
COES
Perú
2x220 kV
400 MVA
stage
negotiations
Maybe 2020?
SADI
Salta
Argentina
408 km,
1x345 kV
700 MVA
Built 1999
Don’t working
Restarted 2016
AES-Gener
SIC
Chile
580 km,
2x500 kV
2x1500 MVA
2017-2020
Investor EC-L
Universidad de Antofagasta – 15th January 2014
9
Great Northern Grid. Loads forescasts
0
10
20
30
40
50
60
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
EnergyperyesalSING(TWh)
Proyección CNE Proyección CDEC-SING Base Proyección CDEC-SING Alta
Forecast of electricity demand SING. Source CNE (Energy National
Commission, 2012)
Universidad de Antofagasta – 15th January 2014
10
Great Northern Grid. Future Interconetions
COES
Perú
2x220 kV
400 MVA
stage
negotiations
Maybe 2020?
SADI
Salta
Argentina
408 km,
1x345 kV
700 MVA
Built 1999
Don’t working
Restarted 2016
SIC
Chile
580 km,
2x500 kV
2x1500 MVA
2017
Investor EC-L
Investment,
costs, prices,
profitability,
adequacy,
security
Universidad de Antofagasta – 15th January 2014
11
Solar Energy. Our strategy
Universidad de Antofagasta – 15th January 2014
Analyze the integration of large-scale
solar energy in the SING
12
Objetives
Universidad de Antofagasta – 15th January 2014
13
Generation
Planning
• Horizon analysis around of 10 - 30 years
• Determination of the optimal power stations to be installed
(When, Where, How, Type)
Transmission
expansion planning
• Horizon analysis around of 10 - 30 years
• Optimal transmission expansion planning (When, Where,
How, Type)
Operational
planning
• Horizon analysis around de 1 a 20 años
• Determination of operating costs and prices (marginal costs
of energy)
Analysis methodology
14
Minimum
investment
cost,
operation
and fault
Demand
forecasting
Forecast
fuel prices
legal
constraints
Cost
estimation
technologies
Generation planning
Universidad de Antofagasta – 15th January 2014
15
Optimization model for generation planning
,PC
MkSLFSPFpta
MkSLSPFpta
MkNiPC
CFppDCFpp
SPbCaCTMin
iki
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ERNC
iki
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iki
iki
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-s.a.
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
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 



 
Universidad de Antofagasta – 15th January 2014
16
Futures and scenarios considered
Futures
F1. Developing without renewables obligations
F2. Developing with renewables obligations (20/25)
F3. Developing with natural gas price low
Scenarios (sensibilities)
S1. 10% energy is exported to Argentina (2016)
S2. Central CTM (EC-L) is retired of SING and its
energy injected to SIC (2017)
S3. 10% energy exported to Argentina plus CTM
retired of SING.
Universidad de Antofagasta – 15th January 2014
17Internal workshop - Universidad de Antofagasta – 15th November 2014
Results for diferents futures. Installed capacity
0,2%
0,8%
1,5%
0,0% 2,0%
55,3%
2,2%
3,6%
34,0%
0,3%
Hidro de Pasada
Geotérmica
Eólica
Solar Térmica
Solar Fotovoltaica
Carbón
Diesel
Fuel-Oil
Gas Natural
Cogeneración
0,2%
0,6%
11,8% 0,0%
18,3%
39,5%
1,6%
2,7%
25,1%
0,2%
Hidro de Pasada
Geotérmica
Eólica
Solar Térmica
Solar Fotovoltaica
Carbón
Diesel
Fuel-Oil
Gas Natural
Cogeneración
0,2%
0,8%
1,5%
0,0% 2,0%
41,5%
2,2%3,6%
47,9%
0,3%
Hidro de Pasada
Geotérmica
Eólica
Solar Térmica
Solar Fotovoltaica
Carbón
Diesel
Fuel-Oil
Gas Natural
Cogeneración
0,3%
0,0% 1,9% 0,0%
2,0%
43,8%
2,9%4,7%
44,1%
0,4%
F1, 2014 F1, 2025
F2, 2025 F3, 2025
6203 MW
7912 MW 6203 MW
18
Minimum
cost,
operation
and fault
Demand
forecasting
Forecast
fuel prices
legal
constraints
Maintenance
unit
programs
Medium-term operational planning
Universidad de Antofagasta – 15th January 2014
19
Optimization model for operational planning
  







  
T
t
N
i
t
i
t
iPM
t
ii
t
i
t
i uCPCuPC
1 1
)(),(min
TtuPP t
i
n
i
t
i
t
d ,..,1,0
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 
TtNiPuPPu i
t
i
t
ii
t
i ,..,1y,..,1,maxmin

TtNiu
T
uu
UP
iTtk
tk
t
iUP
i
t
i
t
i ,..,1;,..,1,
11
 



   TtNiu
T
uu
DWN
iTtk
tk
t
iDWN
i
t
i
t
i ,..,1;,..,1,
1
1 1
 



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




DWN
i
onini
i
t
i
UP
i
offini
i
t
i
tttu
tttu
_
_
,..,1,0
,..,1,1
 1,0t
iu
Universidad de Antofagasta – 15th January 2014
20
• A more accurate estimate of the actual
operating costs is required.
• A more accurate estimate of the energy price
(marginal cost or spot prices) is required.
• The daily energy unavailability of the sun
(plants PV) and wind (wind) makes this
analysis even longer obligatory.
Why, Medium-term operational planning?
Universidad de Antofagasta – 15th January 2014
21
Energy generated
0
5.000
10.000
15.000
20.000
25.000
30.000
35.000
40.000
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
Diesel
Fuel-Oil
Gas Natural
Carbón
Hidro de Pasada
Solar Térmica
Eólica
Cogeneración
Geotérmica
Solar Fotovoltaica
0
5.000
10.000
15.000
20.000
25.000
30.000
35.000
40.000
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
Diesel
Fuel-Oil
Gas Natural
Carbón
Hidro de Pasada
Solar Térmica
Eólica
Cogeneración
Geotérmica
Solar Fotovoltaica
0
5.000
10.000
15.000
20.000
25.000
30.000
35.000
40.000
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
Diesel
Fuel-Oil
Gas Natural
Carbón
Hidro de Pasada
Solar Termica
Eólica
Cogeneración
Geotérmica
Solar Fotovoltaica
F1 F2
F3
Universidad de Antofagasta – 15th January 2014
22
Energy generated for different future
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2024
2024
2024
2024
2025
2025
2025
2025
CostoMarginal Semanal [USD/MWh]
Costo Marginal Semanal [USD/MWh]
F1; 80,5 USD/MWh aver.
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2024
2024
2024
2024
CostoMarginal Semanal [USD/MWh]
CostoMarginal Semanal [USD/MWh]
F2; 91,5 USD/MWh aver.
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2024
2024
2024
2024
2025
2025
2025
2025
CostoMarginal Semanal [USD/MWh]
CostoMarginal Semanal [USD/MWh]
F3; 79.0 USD/MWh aver.
Universidad de Antofagasta – 15th January 2014
23
Energy generated for different scenarios and not RO
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2023
2023
2024
2024
2024
2024
2025
2025
2025
2025
Costo Marg. Sem. [USD/MWh] Escenario Base Costo Marg. Sem. CTM· SIC. 2017
Costo Marg. Sem. Export. SADI2016 Costo Marg. Sem. CTM3 SIC + Exp.SADI
Spot prices average
2014-2025
F1
80,51 USD/MWh
F1, S1
98,26 USD/MWh
F1, S2
81,36 USD/MWh
F1, S3
98,90 USD/MWh
F1
F1, S1 F1, S2 F1, S3
Universidad de Antofagasta – 15th January 2014
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2023
2023
2024
2024
2024
2024
2025
2025
2025
2025
Costo Marg. Sem. [USD/MWh] Escenario Base Costo Marg. Sem. CTM· SIC. 2017
Costo Marg. Sem. Export. SADI2016 Costo Marg. Sem. CTM3 SIC + Exp.SADI
24
Energy generated for different scenarios with RO
Spot prices average
2014-2025
F2
91,55 USD/MWh
F2, S1
120,67 USD/MWh
F2, S2
100,98 USD/MWh
F2, S3
140,25 USD/MWh
F2
F2, S1 F2, S2 F2, S3
Universidad de Antofagasta – 15th January 2014
0
50
100
150
200
250
300
350
2014
2014
2014
2014
2014
2015
2015
2015
2015
2016
2016
2016
2016
2016
2017
2017
2017
2017
2018
2018
2018
2018
2018
2019
2019
2019
2019
2020
2020
2020
2020
2021
2021
2021
2021
2021
2022
2022
2022
2022
2023
2023
2023
2023
2023
2024
2024
2024
2024
2025
2025
2025
2025
CostoMarg. Sem.[USD/MWh] Escenario Base CostoMarg. Sem.CTM· SIC. 2017
CostoMarg. Sem.Export. SADI 2016 CostoMarg. Sem.CTM3 SIC + Exp.SADI
25
Energy generated for different scenarios with cheap gas
Spot prices average
2014-2025
F2
79,02 USD/MWh
F2, S1
106,75 USD/MWh
F2, S2
104,32 USD/MWh
F2, S3
161,81 USD/MWh
F3
F3, S1
F3, S2
F3, S3
Universidad de Antofagasta – 15th January 2014
26
Energy generated for different scenarios with cheap gas
Escenario
SinCuotas
ERNC
(BaseCarbón)
ConCuotas
ERNC
(Exigencia
20/25)
SinCuotas
ERNC
(BaseGas)
SinCuotas
ERNC
(Termosolar)
PlandeObras
IndicativoCNE
(2013)
PlandeObras
IndicativoCNE
(2014)
Costo de Inversión [millones. USD] 4.884 7.271 2.571 11.429 3.260 6.506
Demanda Neta Máxima en [MW] 4.120 4.120 4.120 4.120 4.120 3.616
Energía Consumida en [GWh] 288.564 288.564 288.564 288.564 288.564 263.480
Participación de Diesel 0,00% 0,05% 0,03% 0,00% 0,01% 0,07%
Participación de Fuel-Oil 0,01% 0,52% 0,28% 0,09% 0,09% 0,58%
Participación de Gas Natural 12,34% 7,68% 15,41% 10,16% 8,92% 11,77%
Participación de Carbón 82,75% 80,74% 79,48% 74,29% 85,62% 72,36%
Participación de Hidro 0,55% 0,55% 0,55% 0,55% 0,55% 0,58%
Participación de Solar PV 1,29% 3,69% 1,29% 1,29% 1,81% 8,27%
Participación de Eólica 0,96% 4,85% 0,96% 0,96% 1,52% 2,22%
Participación Termosolar 0,00% 0,00% 0,00% 10,64% 0,00% 2,18%
Participación de Geotermia 1,37% 1,27% 1,37% 1,37% 0,85% 1,30%
Participación de Otros 0,64% 0,64% 0,64% 0,64% 0,64% 0,68%
Energía No Suministrada 0,00% 0,01% 0,00% 0,00% 0,00% 0,00%
Costo Marginal Promedio [USD/MWh] 80,51 91,55 79,02 74,72 80,09 89,37
Costo Medio de Producción [USD/MWh] 38,01 35,64 37,84 33,62 38,02 37,38
Costo de Operación [millones. USD] 10.970 10.285 10.920 9.704 10.972 9.848
Costo de Inversiones y Operación 15.854 17.556 13.491 21.133 14.232 16.354
Universidad de Antofagasta – 15th January 2014
27
• The renewable obligation produces an increase in
the investment cost, close to 48%.
• The spot price with RO is grader than without RO.
It is produced by long minimum down time and
minimum up time of coal unit of the SING.
• The removal of the CMT unit produces an
increase in the spot price close to 20 USD/MWh.
• Interconnection with Argentina causes an
increase in price close to 10 USD /MWh
Conclusions and Future works
Universidad de Antofagasta – 15th January 2014
28
Future Works
• Study mechanisms to regulate interconnection
• Development a dynamic model for generation
planning.
• Including the uncertainty in the model
• Include the expansion of the transmission
network in analysis
• Include renewable law in operational planning
model
• Include storage models unit commitment model.
Conclusions and Future works
Universidad de Antofagasta – 15th January 2014
Year 2015. New, Solar Energy PhD.
Universidad de Antofagasta – 18th December 2014
Thank You for you attention

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7 marcelo cortes, bifi pv psda, antofagasta (chile) 2015

  • 1. Dr. Marcelo Cortés C. Director of Master in Energy Development Luis Alvarez V, Miguel Tapia C. Assistant researchers High Integration of Solar Energy into Chilean Great Northern Grid (SING) Universidad de Antofagasta – 15th January 2014
  • 2. Chilean systems 2 Sistema Interconectado del Norte Grande (SING) Potencia Instalada : 3698,7 MW Generación Anual : 15.100 GWh/año Demanda Máxima : 1998 MW Cobertura : Arica y Parinacota hasta Antofagasta Población : 6,22 % Sistema Interconectado Central (SIC) Potencia Instalada : 12.147,1 MW Generación Anual : 43.254,8 GWh/año Demanda Máxima : 6.482,1 MW Cobertura : Antofagasta a Los Lagos Población : 92,23 % Sistema Eléctrico de Aisén Potencia Instalada : 40,2 MW Generación Anual : 121,7 GWh/año Demanda Máxima : 20,4 MW Cobertura : Aisén Población : 0,61 % Sistema Eléctrico de Magallanes Potencia Instalada : 98,8 MW Generación Anual : 268,9 GWh/año Demanda Máxima : 49,3 MW Cobertura : Magallanes Población : 0,93 % Installed capacity: 3, 6 GW Energy: 15,1 TWh/yr Max Load: 2 GW Load Factor 80% Installed capacity: 12,1 GW Energy: 43,2 TWh/yr Max Load: 6,5 GW Load Factor 60% Universidad de Antofagasta – 15th January 2014
  • 3. 3 Great Northern Grid. Installed Capacity 2014 Coal, GNL, Diesel, Oil 96,7% 3487 MW Wind 1% 90 MWPV 0,5% 23 MW Universidad de Antofagasta – 15th January 2014
  • 4. 4 Characteristic of Demand, SING 1400 1500 1600 1700 1800 1900 2000 0 50 100 150 200 Demanda[MW] Hora Demand Time SING Week January 1, 2013 0 500 1000 1500 2000 2500 3000 0,0 4,4 8,7 13,1 17,4 21,8 26,1 30,5 34,8 39,2 43,5 47,8 52,2 56,5 60,9 65,2 69,6 73,9 78,3 82,6 87,0 91,3 95,7 Potencia[MW] Load duration curve SING 2013 Estimation 2013 Load Factor: Fc = 0,80 Prob (Pd > 2000) = 1,13% 1400 1600 1800 2000 2200 1 3 5 7 9 11 13 15 17 19 21 23 Demanda[MW] Average hourly demand curve SING Med-3*Std Med+3*Std Media Universidad de Antofagasta – 15th January 2014
  • 5. 5 Law 20.698 (2013). Renewables Obligations (RO) The electric companies (GENCOS) must inject a percentage of their energy from renewable sources. 5,0 5,0 5,0 5,0 5,5 6,0 6,5 7,0 7,5 8,0 8,5 9,0 9,5 10,0 10,0 5,0 5,0 5,0 6,0 7,0 8,0 9,0 10,0 11,0 12,0 13,5 15,0 16,5 18,0 20,0 2010 2011 2013 2014 2015 2016 2017 2018 2019 2020 2021 2 0 2 2 2023 2024 2025 ENERGYGENERATEDWITHRENEWABLES[%] YEARS 20.698 LAW. RENEWABLES OBLIGATIONS (RO) RO for contracts after July 1, 2013 RO for contracts between Aug 31 2007 and July 1, 2013 Universidad de Antofagasta – 15th January 2014
  • 6. 6 Great Northern Grid. Future Interconetions SADI Salta Argentina 408 km, 1x345 kV 700 MVA Built 1999 Don’t working Restarted 2016 Universidad de Antofagasta – 15th January 2014
  • 7. 7 Great Northern Grid. Future Interconetions COES Perú 2x220 kV 400 MVA stage negotiations Maybe 2020? SADI Salta Argentina 408 km, 1x345 kV 700 MVA Built 1999 Don’t working Restarted 2016 Universidad de Antofagasta – 15th January 2014
  • 8. 8 Great Northern Grid. Future Interconetions COES Perú 2x220 kV 400 MVA stage negotiations Maybe 2020? SADI Salta Argentina 408 km, 1x345 kV 700 MVA Built 1999 Don’t working Restarted 2016 AES-Gener SIC Chile 580 km, 2x500 kV 2x1500 MVA 2017-2020 Investor EC-L Universidad de Antofagasta – 15th January 2014
  • 9. 9 Great Northern Grid. Loads forescasts 0 10 20 30 40 50 60 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 EnergyperyesalSING(TWh) Proyección CNE Proyección CDEC-SING Base Proyección CDEC-SING Alta Forecast of electricity demand SING. Source CNE (Energy National Commission, 2012) Universidad de Antofagasta – 15th January 2014
  • 10. 10 Great Northern Grid. Future Interconetions COES Perú 2x220 kV 400 MVA stage negotiations Maybe 2020? SADI Salta Argentina 408 km, 1x345 kV 700 MVA Built 1999 Don’t working Restarted 2016 SIC Chile 580 km, 2x500 kV 2x1500 MVA 2017 Investor EC-L Investment, costs, prices, profitability, adequacy, security Universidad de Antofagasta – 15th January 2014
  • 11. 11 Solar Energy. Our strategy Universidad de Antofagasta – 15th January 2014
  • 12. Analyze the integration of large-scale solar energy in the SING 12 Objetives Universidad de Antofagasta – 15th January 2014
  • 13. 13 Generation Planning • Horizon analysis around of 10 - 30 years • Determination of the optimal power stations to be installed (When, Where, How, Type) Transmission expansion planning • Horizon analysis around of 10 - 30 years • Optimal transmission expansion planning (When, Where, How, Type) Operational planning • Horizon analysis around de 1 a 20 años • Determination of operating costs and prices (marginal costs of energy) Analysis methodology
  • 15. 15 Optimization model for generation planning ,PC MkSLFSPFpta MkSLSPFpta MkNiPC CFppDCFpp SPbCaCTMin iki kkERNCk N i ERNC iki kkk N i iki iki N Nj jj N i ii N i M k kiki N i ii 0 ,..,1; ,..,1; ,..,1,,..,1;0 -s.a. 1 1 1 11 max 1 11 1 1 1                                 Universidad de Antofagasta – 15th January 2014
  • 16. 16 Futures and scenarios considered Futures F1. Developing without renewables obligations F2. Developing with renewables obligations (20/25) F3. Developing with natural gas price low Scenarios (sensibilities) S1. 10% energy is exported to Argentina (2016) S2. Central CTM (EC-L) is retired of SING and its energy injected to SIC (2017) S3. 10% energy exported to Argentina plus CTM retired of SING. Universidad de Antofagasta – 15th January 2014
  • 17. 17Internal workshop - Universidad de Antofagasta – 15th November 2014 Results for diferents futures. Installed capacity 0,2% 0,8% 1,5% 0,0% 2,0% 55,3% 2,2% 3,6% 34,0% 0,3% Hidro de Pasada Geotérmica Eólica Solar Térmica Solar Fotovoltaica Carbón Diesel Fuel-Oil Gas Natural Cogeneración 0,2% 0,6% 11,8% 0,0% 18,3% 39,5% 1,6% 2,7% 25,1% 0,2% Hidro de Pasada Geotérmica Eólica Solar Térmica Solar Fotovoltaica Carbón Diesel Fuel-Oil Gas Natural Cogeneración 0,2% 0,8% 1,5% 0,0% 2,0% 41,5% 2,2%3,6% 47,9% 0,3% Hidro de Pasada Geotérmica Eólica Solar Térmica Solar Fotovoltaica Carbón Diesel Fuel-Oil Gas Natural Cogeneración 0,3% 0,0% 1,9% 0,0% 2,0% 43,8% 2,9%4,7% 44,1% 0,4% F1, 2014 F1, 2025 F2, 2025 F3, 2025 6203 MW 7912 MW 6203 MW
  • 19. 19 Optimization model for operational planning              T t N i t i t iPM t ii t i t i uCPCuPC 1 1 )(),(min TtuPP t i n i t i t d ,..,1,0 1   TtNiPuPPu i t i t ii t i ,..,1y,..,1,maxmin  TtNiu T uu UP iTtk tk t iUP i t i t i ,..,1;,..,1, 11         TtNiu T uu DWN iTtk tk t iDWN i t i t i ,..,1;,..,1, 1 1 1            DWN i onini i t i UP i offini i t i tttu tttu _ _ ,..,1,0 ,..,1,1  1,0t iu Universidad de Antofagasta – 15th January 2014
  • 20. 20 • A more accurate estimate of the actual operating costs is required. • A more accurate estimate of the energy price (marginal cost or spot prices) is required. • The daily energy unavailability of the sun (plants PV) and wind (wind) makes this analysis even longer obligatory. Why, Medium-term operational planning? Universidad de Antofagasta – 15th January 2014
  • 21. 21 Energy generated 0 5.000 10.000 15.000 20.000 25.000 30.000 35.000 40.000 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Diesel Fuel-Oil Gas Natural Carbón Hidro de Pasada Solar Térmica Eólica Cogeneración Geotérmica Solar Fotovoltaica 0 5.000 10.000 15.000 20.000 25.000 30.000 35.000 40.000 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Diesel Fuel-Oil Gas Natural Carbón Hidro de Pasada Solar Térmica Eólica Cogeneración Geotérmica Solar Fotovoltaica 0 5.000 10.000 15.000 20.000 25.000 30.000 35.000 40.000 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Diesel Fuel-Oil Gas Natural Carbón Hidro de Pasada Solar Termica Eólica Cogeneración Geotérmica Solar Fotovoltaica F1 F2 F3 Universidad de Antofagasta – 15th January 2014
  • 22. 22 Energy generated for different future 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2024 2024 2024 2024 2025 2025 2025 2025 CostoMarginal Semanal [USD/MWh] Costo Marginal Semanal [USD/MWh] F1; 80,5 USD/MWh aver. 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2024 2024 2024 2024 CostoMarginal Semanal [USD/MWh] CostoMarginal Semanal [USD/MWh] F2; 91,5 USD/MWh aver. 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2024 2024 2024 2024 2025 2025 2025 2025 CostoMarginal Semanal [USD/MWh] CostoMarginal Semanal [USD/MWh] F3; 79.0 USD/MWh aver. Universidad de Antofagasta – 15th January 2014
  • 23. 23 Energy generated for different scenarios and not RO 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2023 2023 2024 2024 2024 2024 2025 2025 2025 2025 Costo Marg. Sem. [USD/MWh] Escenario Base Costo Marg. Sem. CTM· SIC. 2017 Costo Marg. Sem. Export. SADI2016 Costo Marg. Sem. CTM3 SIC + Exp.SADI Spot prices average 2014-2025 F1 80,51 USD/MWh F1, S1 98,26 USD/MWh F1, S2 81,36 USD/MWh F1, S3 98,90 USD/MWh F1 F1, S1 F1, S2 F1, S3 Universidad de Antofagasta – 15th January 2014
  • 24. 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2023 2023 2024 2024 2024 2024 2025 2025 2025 2025 Costo Marg. Sem. [USD/MWh] Escenario Base Costo Marg. Sem. CTM· SIC. 2017 Costo Marg. Sem. Export. SADI2016 Costo Marg. Sem. CTM3 SIC + Exp.SADI 24 Energy generated for different scenarios with RO Spot prices average 2014-2025 F2 91,55 USD/MWh F2, S1 120,67 USD/MWh F2, S2 100,98 USD/MWh F2, S3 140,25 USD/MWh F2 F2, S1 F2, S2 F2, S3 Universidad de Antofagasta – 15th January 2014
  • 25. 0 50 100 150 200 250 300 350 2014 2014 2014 2014 2014 2015 2015 2015 2015 2016 2016 2016 2016 2016 2017 2017 2017 2017 2018 2018 2018 2018 2018 2019 2019 2019 2019 2020 2020 2020 2020 2021 2021 2021 2021 2021 2022 2022 2022 2022 2023 2023 2023 2023 2023 2024 2024 2024 2024 2025 2025 2025 2025 CostoMarg. Sem.[USD/MWh] Escenario Base CostoMarg. Sem.CTM· SIC. 2017 CostoMarg. Sem.Export. SADI 2016 CostoMarg. Sem.CTM3 SIC + Exp.SADI 25 Energy generated for different scenarios with cheap gas Spot prices average 2014-2025 F2 79,02 USD/MWh F2, S1 106,75 USD/MWh F2, S2 104,32 USD/MWh F2, S3 161,81 USD/MWh F3 F3, S1 F3, S2 F3, S3 Universidad de Antofagasta – 15th January 2014
  • 26. 26 Energy generated for different scenarios with cheap gas Escenario SinCuotas ERNC (BaseCarbón) ConCuotas ERNC (Exigencia 20/25) SinCuotas ERNC (BaseGas) SinCuotas ERNC (Termosolar) PlandeObras IndicativoCNE (2013) PlandeObras IndicativoCNE (2014) Costo de Inversión [millones. USD] 4.884 7.271 2.571 11.429 3.260 6.506 Demanda Neta Máxima en [MW] 4.120 4.120 4.120 4.120 4.120 3.616 Energía Consumida en [GWh] 288.564 288.564 288.564 288.564 288.564 263.480 Participación de Diesel 0,00% 0,05% 0,03% 0,00% 0,01% 0,07% Participación de Fuel-Oil 0,01% 0,52% 0,28% 0,09% 0,09% 0,58% Participación de Gas Natural 12,34% 7,68% 15,41% 10,16% 8,92% 11,77% Participación de Carbón 82,75% 80,74% 79,48% 74,29% 85,62% 72,36% Participación de Hidro 0,55% 0,55% 0,55% 0,55% 0,55% 0,58% Participación de Solar PV 1,29% 3,69% 1,29% 1,29% 1,81% 8,27% Participación de Eólica 0,96% 4,85% 0,96% 0,96% 1,52% 2,22% Participación Termosolar 0,00% 0,00% 0,00% 10,64% 0,00% 2,18% Participación de Geotermia 1,37% 1,27% 1,37% 1,37% 0,85% 1,30% Participación de Otros 0,64% 0,64% 0,64% 0,64% 0,64% 0,68% Energía No Suministrada 0,00% 0,01% 0,00% 0,00% 0,00% 0,00% Costo Marginal Promedio [USD/MWh] 80,51 91,55 79,02 74,72 80,09 89,37 Costo Medio de Producción [USD/MWh] 38,01 35,64 37,84 33,62 38,02 37,38 Costo de Operación [millones. USD] 10.970 10.285 10.920 9.704 10.972 9.848 Costo de Inversiones y Operación 15.854 17.556 13.491 21.133 14.232 16.354 Universidad de Antofagasta – 15th January 2014
  • 27. 27 • The renewable obligation produces an increase in the investment cost, close to 48%. • The spot price with RO is grader than without RO. It is produced by long minimum down time and minimum up time of coal unit of the SING. • The removal of the CMT unit produces an increase in the spot price close to 20 USD/MWh. • Interconnection with Argentina causes an increase in price close to 10 USD /MWh Conclusions and Future works Universidad de Antofagasta – 15th January 2014
  • 28. 28 Future Works • Study mechanisms to regulate interconnection • Development a dynamic model for generation planning. • Including the uncertainty in the model • Include the expansion of the transmission network in analysis • Include renewable law in operational planning model • Include storage models unit commitment model. Conclusions and Future works Universidad de Antofagasta – 15th January 2014
  • 29. Year 2015. New, Solar Energy PhD. Universidad de Antofagasta – 18th December 2014 Thank You for you attention