SlideShare a Scribd company logo
1 of 43
Download to read offline
Converting Demand Side Operation in
an accurate tool
for the Transmission System Operator
REE Research and Results
II Madrid forum on Demand Side Operation, DSO
Oct 19 2005
Carmen Rodríguez Villagarcía Carmenrodri@ree.es
DE ESPAÑA
RED ELÉCTRIC A
1 ¿What will be DSM and DSO?
2 Fixing overhead objectives
3 Prospecting
4 Evaluation of DSO resources
5 Implementing infrastructure
1. ¿What will be DSM and DSO?
Converting Demand Side Operation in a Resource of the Transmission System Operation
4
RED ELÉCTRICA DE ESPAÑA
TRIGERS
THP tariff , dissuading price
industrial consumer’s
response
0
20
40
60
80
100
120
140
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
Hours
MW Steel Paper Glass Siderurgy
Converting Demand Side Operation in a Resource of the Transmission System Operation
5
RED ELÉCTRICA DE ESPAÑA
TRIGERS
Pay attention
5. ¿What will be DSM and DSO?
5. ¿What will be DSM and DSO?
Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador
Converting Demand Side Operation in a Resource of the Transmission System Operation
8
RED ELÉCTRICA DE ESPAÑA
Converting Demand Side Operation in an accurate tool
for the Transmission System Operator
DSO is been considered by REE as an alternative resource to provide
system margin scarcity, bottleneck solutions and other system services
as technical balance.
It has important advantages
Positive environmental effect
Minor energetic cost
Reduced electric cost for the provider costumer
Nevertheless,
there is a lot of work to do inside and outside the company in order to
get accurate tools that
can be operated in the control room and
considered in the network planning.
2. Fixing overhead objectives
Converting Demand Side Operation in a Resource of the Transmission System Operation
10
RED ELÉCTRICA DE ESPAÑA
Priorities
Quick population and economic growth
1. Provide local system margin, at least
until new network or plants are in
place
2. Energy saving at day time demand
Perfil horario de la potencia transportada en la línea GABIAS -
CAPARACENA del día laborable medio de verano (Junio y Julio)
0
50
100
150
200
250
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
HORA
MVA
Southern line saturation in a average summer labour day Number of household growth index number
2000/2005 2017/2005
Populated areas
Rest of SpainMW
hours
Source: INE
Converting Demand Side Operation in a Resource of the Transmission System Operation
11
RED ELÉCTRICA DE ESPAÑA
Priorities
High increase on reactive power
consumption on cooling, fridge and
freezers
3. Provide distributed compensation
management capacity
4. Reduce reactive power consumption
on the appliances.
hours
Active and reactive energy hourly consumed on a domestic fridge
2. Prospecting
Converting Demand Side Operation in a Resource of the Transmission System Operation
13
RED ELÉCTRICA DE ESPAÑA
Prospecting
Following up of international experiences
DSM AIE agreement Spain participation representative
Projects with REE active participation
Annex XI Residential automatic response and modulation,
Leader: Richard Fomby, EA technology, UK
Annex XIII Market pace for DSM and DSO,
Leader: PLMA, USA
Annex XV Network driven DSM, DSO
Leader: David Crosby, Utilities Association, Australia
Madrid Forums on Demand Side Operability, REE and DSM AIE
cooperation
Converting Demand Side Operation in a Resource of the Transmission System Operation
14
RED ELÉCTRICA DE ESPAÑA
Prospecting, In deep consults to GYMCO
GYMCO SEGMENT
Large and medium consumers, power
level in critical periods
In Populated areas
DSO capability expected
Sample 30 consumers
EMERGÍE
To analyse the possibility of converting
demand management into a control
tool associated with the System’s
operation.
GYMCO SEGMENTS
Water and desaltation
Irrigation
Hospital
Airports
Hotels
Ceramic
Large commercial and malls
Frizz storage
Already interruptible segments
Converting Demand Side Operation in a Resource of the Transmission System Operation
15
RED ELÉCTRICA DE ESPAÑA
GYMCO Project within the Framework of the EMERGÍE Project
• Initial selection of client sample
(sector, consumption,
cogeneration capacity,
emergency systems,
international experience…)
• Analysis of load curves.
• Final selection of the sample of
clients to be interviewed.
• Demand management
analysis of the sectors/
consumers interviewed.
• Extrapolation of results to
national and international
level.
• Publication of results and
presentations to the
Organizations and Agents
involved in the Spanish
Electrical System.
Interviews with
consumers. Elaboration of
documentation and plan
for future actions
Sample of clients to be
interviewed
Areas and economic
sectors
1
• Analysis of areas of interest
(areas with smallest
oversizing).
• Analysis of hourly periods
during which summer and
winter peaks are produced.
• Analysis of predominant
economic sectors in each
province to be analysed.
2 3
REE
Prospecting, In deep consults to GYMCO
Converting Demand Side Operation in a Resource of the Transmission System Operation
16
RED ELÉCTRICA DE ESPAÑA
Examples of preliminary findings
Analysis of the demand management capacity in other analyzed sectors.
Sector
Demand
management
Capacity
Reason Actions need to management
Facility of
interest
Integral cycle of water
• Depuration
• Desalination
Investment in tanks of storage (desalination). Yes
CHP • Autonomous generation
The CHP capacity make them autonomous and with
interruption capacity.
Low additional investment.
Yes
Beer Sector
• Flexible production
• Maintenance
Capacity of DSR in winter. Yes
Cement Sector
• Flexible production
• Maintenance
Capacity of DSR in winter. Yes
REE
PricewaterhouseCoopers
Prospecting, In deep consults to GYMCO
Converting Demand Side Operation in a Resource of the Transmission System Operation
17
RED ELÉCTRICA DE ESPAÑA
Prospecting, Short consults consults to GYMCO
GYMCO, Inventory of distributed
resources
Quick response capability
Security generation plants
Reactive compensation capability
Cogeneration
Energy control systems on that facilities
Sample 200 consumers
Phone media
Converting Demand Side Operation in a Resource of the Transmission System Operation
18
RED ELÉCTRICA DE ESPAÑA
Prospecting, Residential survey and metering
RESCO
Sample 2.000 households
National representativnes
Actualise information on appliances
possession, time of use, programmable,
controllable ones and stably controlled
Infrastructures for control and bidirectional
communication, domotica, security, internet,
others
Preferences on remote control in short periods
and override
Nielsen permanent panels
Pay attention
EMERGÍE Nielsen
Converting Demand Side Operation in a Resource of the Transmission System Operation
19
RED ELÉCTRICA DE ESPAÑA
As one of the main targets of the study, a concept test will be carried out. The
DSO concepts to be tested are the following:
DSO CONCEPT A:
“Installation of “intelligent” plugs with override option ”. These plugs will be
able to receive interruption commands from REE, but the consumer could
choose wether interrrupting the service or reactivate it.
“Installation of “intelligent” plugs without override option”. These plugs will
be able to receive interruption commands from REE, but in this case the
consumer will not be able to reactivate the service.
DSO CONCEPT B:
“Capability to change consuming behaviour to those time brackets which
have cheaper tariffs. For this purpose special devices would be previously
installed in every domestic appliance”.
Prospecting, Residential survey and metering
Converting Demand Side Operation in a Resource of the Transmission System Operation
20
RED ELÉCTRICA DE ESPAÑA
DEREC projection of households response
Projection of the Demand response Portfolio for Residential
Consumers in Spain.
FORECAST PERIOD: 2010, 2015 y 2020
Desegregation level:
By end-use equipment: lighting, fridge, freezer, laundry machine, tumble dryer, dishwasher, heat pumps,
stand-by appliances, space heater, air conditioner, water heater, sauna, water filters, etc.
By time of use and season-type day.
Converting Demand Side Operation in a Resource of the Transmission System Operation
21
RED ELÉCTRICA DE ESPAÑA
EXAMPLE: Total consumption estimation for one-door fridges by priority zones
on an average season-type day.
FRIDGE (one door)
Average winter day
Power 0,02 KW
Dayly hours of use 24,0
Dayly comsumption by equipment 0,48 KWh
%OFHOUSEHOLDS WITH HOUSEHOLDS NUMBER OF ELECTRICITY CONSUMPTION (KWh)
FRIDGE (one door) (Number) FRIDGE (one door) FRIDGE (one door)
PRIORITY ZONE 1 6,72 2.008.619 134.912 64.758
Málaga 5,90 434.766 25.651 12.313
Almeria 6,40 176.170 11.275 5.412
Cádiz 8,40 347.038 29.151 13.993
Granada 6,30 281.557 17.738 8.514
Sevilla 4,10 555.605 22.780 10.934
Gerona 9,20 213.483 19.640 9.427
PRIORITY ZONE 2 8,56 4.400.626 376.694 180.813
Insular 12,20 555.605 67.784 32.536
Comunidad Valenciana 7,30 1.492.792 108.974 52.307
Murcia 10,60 378.252 40.095 19.245
Barcelona 7,00 1.754.332 122.803 58.946
Tarragona 5,70 219.645 12.520 6.009
PRIORITY ZONE 3 5,73 2.124.350 121.796 58.462
Guadalajara 5,80 64.741 3.755 1.802
Toledo 4,70 185.817 8.733 4.192
Comunidad de Madrid 6,70 1.873.792 125.544 60.261
DEREC projection of households response
4. Methodologies PUVS for
evaluation of a disperse and
probabilistic consumer response
Converting Demand Side Operation in a Resource of the Transmission System Operation
23
RED ELÉCTRICA DE ESPAÑA
Prospecting, Methodologies PUVS for evaluation
• Statistic Methodologies PUVS for evaluation of a disperse and
probabilistic consumer response;
on
Predictability,
Uncertainty
Variability
Sensibility on the network
For assignment
Capability contracts
Optimise operational orders
Reactive power exchange
Consumers operation aid prototype OPCO
Converting Demand Side Operation in a Resource of the Transmission System Operation
24
RED ELÉCTRICA DE ESPAÑA
Clasificación por perfiles de Qui_Sol_Mar_CON
0
20000
40000
60000
80000
100000
120000
2003/06/02:23
2003/06/12:17
2003/06/22:11
2003/07/02:05
2003/07/11:23
2003/07/21:17
2003/07/31:11
2003/08/10:05
2003/08/19:23
2003/08/29:17
2004/06/08:11
2004/06/18:05
2004/06/27:23
2004/07/07:17
2004/07/17:11
2004/07/27:05
2004/08/05:23
2004/08/15:17
2004/08/25:11
2005/06/04:05
2005/06/13:23
2005/06/23:17
2005/07/03:11
2005/07/13:05
2005/07/22:23
2005/08/01:17
2005/08/11:11
2005/08/21:05
HORA
KW
perfil_1
perfil_2
perfil_3
perfil_4
perfil_5
perfil_6
K
W
Two year summer
Días tipo de Qui_Sol_Mar_CON
0
10000
20000
30000
40000
50000
60000
70000
80000
90000
100000
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
HORAS
KW
Perfil_1
Perfil_2
Perfil_3
Perfil_4
Perfil_5
Perfil_6
% of participation on the summer labour days
15
17
8
5
45
17
24 Hours
Hours
PUVS Variability
Classifying the Type Days of an
industrial consumer In order to
establish the impact of:
Load reduction capabilities in the
contracts
And
Load reduction when reductions
activation has to be to be assigned,
OPCO
Developed by
EMERGÍE Aportaciones de los agentes del mercado a la e
Converting Demand Side Operation in a Resource of the Transmission System Operation
25
RED ELÉCTRICA DE ESPAÑA
El nivel, la incertidumbre y la variabilidad es muy dependiente del plan de producción. La composición de dichos
planes de producción es fundamental para la valoración de la respuesta esperada del consumidor.
El error previsión es menor a medida que la hora de
realización de la previsión está más cercana a las horas a
prever
PUVS uncertainty
Converting Demand Side Operation in a Resource of the Transmission System Operation
26
RED ELÉCTRICA DE ESPAÑA
Se realiza el modelo de previsión sobre el plan de producción teniendo en cuenta el comportamiento histórico y la
información del periodo inicial.
La línea verde muestra la previsión a las 9 de la mañana de cada día.
El sistema de previsión identifica los planes de producción en un periodo inicial del día.
(En este caso de 6 a 9 de la mañana)
PUVS predictability
Erratic values
Forecast error: 3.7%
Converting Demand Side Operation in a Resource of the Transmission System Operation
27
RED ELÉCTRICA DE ESPAÑA
Clasificación por perfiles de CAPARACE_GABIA_S
0
50
100
150
200
250
300
350
400
2005/06/02:23
2005/06/06:10
2005/06/07:21
2005/06/09:08
2005/06/10:19
2005/06/14:06
2005/06/15:17
2005/06/17:04
2005/06/20:15
2005/06/22:02
2005/06/23:13
27/06/2005
2005/06/28:11
2005/06/29:22
2005/07/01:09
2005/07/04:20
2005/07/06:07
2005/07/07:18
2005/07/11:05
2005/07/12:16
2005/07/14:03
2005/07/15:14
2005/07/19:01
2005/07/20:12
2005/07/21:23
2005/07/25:10
2005/07/26:21
2005/07/28:08
2005/07/29:19
HORA
MVA
perfil_1
perfil_2
perfil_3
Classifying the days profile of a
marginal line the one that first
gets into over- load risk
In order to establish the impact of
Load reduction capabilities on the
contracts
And
Load reduction when reductions
activation has to be to be assigned,
OPCO
Días tipo de la líneaCAPARACE_GABIA_S
0
50
100
150
200
250
300
350
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
HORAS
MVA
Perfil_1
Perfil_2
Perfil_3
Carga_Maxim a
Grupo 1 Grupo 2 Grupo 3
NDias 11 16 10
Participación 29.7% 43.2% 27.0%
Error 3.5% 3.6% 4.4%
Developed by
EMERGÍE Aportaciones de los agentes del mercado a la ef
24 Hours
Hours
Southern line
PUVS Evaluation, Sensibility on the network
Marginal line criteria
Converting Demand Side Operation in a Resource of the Transmission System Operation
28
RED ELÉCTRICA DE ESPAÑA
Transmission system
states criteria
Andalucía. Jul–Dec Period. 2005
1 multivariate cluster analysis
to find groups of hours as
homogeneous on level and direction
on transmission lines
and
2 discriminating analysis to chose a
subset of lines that detect the states
Estate 1: 26.8% of total hours
Estate 3: 28.4% of total hours Estate 4: 11.2% of total hours
Estate 2: 14.4% of total hours
PUVS Evaluation, Sensibility on the network
Developed by
EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte
Converting Demand Side Operation in a Resource of the Transmission System Operation
29
RED ELÉCTRICA DE ESPAÑA
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
sábado 01-03-2003 1 1 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 1 1 1
domingo 02-03-2003 1 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 5 1 1 1 1
lunes 03-03-2003 4 4 4 4 4 4 4 5 5 6 6 6 6 6 6 6 6 6 6 6 6 1 1 1
martes 04-03-2003 5 5 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 3 3 3 5
miércoles 05-03-2003 5 5 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 3 3 5
jueves 06-03-2003 5 2 2 2 2 2 2 2 6 6 6 6 6 6 6 6 6 6 6 6 6 3 3 5 1
viernes 07-03-2003 5 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5 2
sábado 08-03-2003 5 5 2 2 2 2 2 2 2 2 5 5 5 5 5 5 5 5 5 5 5 5 5 5 3
domingo 09-03-2003 5 5 5 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 5 5 5 5 4
lunes 10-03-2003 5 2 2 2 2 2 2 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5
martes 11-03-2003 5 7 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
miércoles 12-03-2003 5 2 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5 5 7
jueves 13-03-2003 2 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 5 8
viernes 14-03-2003 5 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 9
sábado 15-03-2003 7 2 2 2 2 2 2 2 2 5 5 5 5 5 5 5 5 5 5 5 5 5 7 7 10
domingo 16-03-2003 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7 7 11
lunes 17-03-2003 7 9 9 9 9 9 2 2 8 6 6 6 6 6 7 7 6 6 6 6 6 6 6 7
martes 18-03-2003 7 2 2 2 2 2 2 8 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7
miércoles 19-03-2003 7 2 2 2 2 2 2 8 8 8 8 8 8 8 8 8 8 8 8 8 6 6 7 7
jueves 20-03-2003 2 2 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7
viernes 21-03-2003 7 7 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7
sábado 22-03-2003 2 2 2 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7
domingo 23-03-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7 7
lunes 24-03-2003 7 2 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7
martes 25-03-2003 7 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
miércoles 26-03-2003 7 7 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7
jueves 27-03-2003 7 7 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7
viernes 28-03-2003 7 2 2 2 2 2 2 8 10 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7
sábado 29-03-2003 7 7 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
domingo 30-03-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 2 2 2 2 2 2 7 7 7
lunes 31-03-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 6 6 6
martes 01-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 6
miércoles 02-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
jueves 03-04-2003 6 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
viernes 04-04-2003 6 2 2 2 2 2 2 8 10 10 10 10 10 10 6 6 6 6 6 6 6 6 6 7
sábado 05-04-2003 7 7 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
domingo 06-04-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7
lunes 07-04-2003 7 9 9 9 9 9 9 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
martes 08-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
miércoles 09-04-2003 7 7 8 8 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
jueves 10-04-2003 7 7 8 2 2 2 2 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
viernes 11-04-2003 6 8 8 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6
sábado 12-04-2003 6 7 9 9 9 9 9 9 9 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
domingo 13-04-2003 1 1 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 1 1 1
lunes 14-04-2003 9 9 9 9 9 9 9 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6
martes 15-04-2003 9 9 9 9 9 9 9 8 8 6 6 6 6 6 6 7 6 6 6 6 6 6 6 1
miércoles 16-04-2003 9 9 9 9 9 9 9 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 1 1
jueves 17-04-2003 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9
viernes 18-04-2003 9 9 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
sábado 19-04-2003 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 11 11 11
domingo 20-04-2003 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 11 11 11
Fuente REE, Proyecto EMERGÍE, Clasificación de los estados del
sistema mediante un una clusterización multivariante sobre los
flujos netos entre zonas de operación.
Clasificación de las horas de la primavera según estados del sistema
Cada color supone un grupo de horas homogéneo
Horas del día
Días de
primavera
PUVS Evaluation, Sensibility on the network
Transmission system
states criteria
Espain Jul–Dec Period. 2005
Multivariate cluster on Transmition
between electric operational zones
on spring
Each color means an homogeneous
group
Converting Demand Side Operation in a Resource of the Transmission System Operation
30
RED ELÉCTRICA DE ESPAÑA
Fuente REE, Proyecto EMERGÍE, Clasificación de los estados del
sistema mediante un una clusterización multivariante sobre los
flujos netos entre zonas de operación.
Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador
PUVS Evaluation, Sensibility on the network
Transmission system
states criteria
Spain Jul–Dec Period. 2005
ESTATE 10 SPRINT LABOUR DAY
EXPORTING TO NEIVERS. High
hydro and wind production
Converting Demand Side Operation in a Resource of the Transmission System Operation
31
RED ELÉCTRICA DE ESPAÑA
S.E.
BALBOA400
Siderurgía Balboa
45,6 km
M1 M2
0,15 km
S.E.
BIENVENIDA400
S.E.
ALMARAZ 400
184,5km
S.E.
GUILLENA400
77,5km
AT1
M3
M4 M5
M6
M7
M2: Consumo en antena
Variación de 1 MW
M6: Alimentación desde nuclear
Sensibilidad 0,38 MW
M7: Evacuación resto mercado
Sensibilidad 0,50 MW
M3: Evacuación distribución local
Sensibilidad 0,12 MW
Conexión con transporte
M4 (lectura salida): Sensibilidad 0,87 MW
M5 (lectura entrada): Sensibilidad 0,86 MW
Consumo en la
red de
distribución
C1
PUVS Evaluation, Sensibility on the network
4. Implementing infrastructure
Converting Demand Side Operation in a Resource of the Transmission System Operation
33
RED ELÉCTRICA DE ESPAÑA
Gestión flexible de la interrumpibilidad, GFI
Los consumidores envían a REE información de consumo en tiempo real,
Real time consumption (active and reactive) information to TSO: 1 minute period from the 3,000 MW
larger consumers.
Centro de Control Eléctrico de Red Eléctrica (CECOEL)
Previsiones de consumo, Continuous consumption programs information to Red Eléctrica.
GFI flexible interruption system
Converting Demand Side Operation in a Resource of the Transmission System Operation
34
RED ELÉCTRICA DE ESPAÑA
Potencia
12 horas
PreavisodeRedEléctrica
2 El consumidor envía
permanentemente su Demanda
prevista y capacidad de
compensación de reactiva
1 El consumidor envía
permanentemente a Red Eléctrica su
Demanda real
3 Ejemplo deMáximo
perfil de consumo permitido
en la orden inicial por Red
Eléctrica
Periodo de
interrupción
4 Ejemplo de
Máximo de
consumo
permitido en una
orden modificada,
al menos con una
hora de
antelación por
REE
Tiempo
P máx. 50%
5 Máximo de
consumo
permitido en la
orden con
sustitución por
entrega de
reactiva
Potencia
P contratada
P máx. contratada
PreavisodeRedEléctrica
2 horas
2 El consumidor envía
permanentemente su Demanda
prevista y capacidad de
compensación de reactiva
1 El consumidor envía
permanentemente a Red Eléctrica su
Demanda real
3 Ejemplo deMáximo
perfil de consumo permitido
en la orden inicial por Red
Eléctrica
Periodo de
interrupción
4 Ejemplo de
Máximo de
consumo
permitido en una
orden modificada,
al menos con una
hora de
antelación por
REE
GFI flexible interruption system
Converting Demand Side Operation in a Resource of the Transmission System Operation
35
RED ELÉCTRICA DE ESPAÑA
SCECI Communication and control REE-Consumers
Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador
Private virtual internet network
Star topology, Fixt IP
Permanent communication, automatic information on the communication failure
ADSL RSI access trough ETHERNT interface
Minimum access speed
Consumer REE 256 Kbps
REE Consumer 512 Kbps.
Converting Demand Side Operation in a Resource of the Transmission System Operation
36
RED ELÉCTRICA DE ESPAÑA
Respuesta de los consumidores interrumpible con tarifa THP a una orden de interrupción el xxx
•The response used to be 80%
than expected
•The procedure was
unnecessarily harmful for
industrial processes
•Instructions communication
system failure
THP consumer’s response
Fuente REE, Proyecto EMERGÍE, OPCO Prototipo de ayuda a la OPeración de COnsumos.
0
20
40
60
80
100
120
140
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
Hours
MW Steel Paper Glass Siderurgy
OPCO consumers operation aid prototype
Converting Demand Side Operation in a Resource of the Transmission System Operation
37
RED ELÉCTRICA DE ESPAÑA
Consumidor 1
Consumidor 2
Consumidor 3
Consumidor 4
Consumidor 5
Consumidor 6
OPCO consumers operation aid prototype
Converting Demand Side Operation in a Resource of the Transmission System Operation
38
RED ELÉCTRICA DE ESPAÑA
El beneficio generado por el plan
con menos incertidumbre es mayor
a medida que se quiere estar más
seguro del aportación al sistema
Ejemplo: La ganancia de interrumpir el
plan menos incierto frente al incierto es
mayor a medida que el coste de caída
del sistema es mayor. La ganancia es
la zona sombreada.
OPCO assignment process and algorithms
K
W
Two year summer
D ías tip o d e Q ui_S ol_M ar_C O N
0
10000
20000
30000
40000
50000
60000
70000
80000
90000
100000
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
H O R AS
K W
Perfil_1
Perfil_2
Perfil_3
Perfil_4
Perfil_5
Perfil_6
% of participation on the summer labour days
15
17
8
5
45
17
24 Hours
•The Contribution of each consumer in the portfolio is evaluated by a benefit function
El beneficio generado por un consumidor con
varios planes de producción es mayor que su
valor esperado si a la hora de interrumpir se
conoce su plan de producción.
Ejemplo: Si a la hora de ejecutar la interrupción no
se conoce el plan el valor esperado es la línea azul
pero si se conoce el plan y se espera en donde el
valor presente sea mayor al futuro se tiene la línea
roja que tiene una una posible ganancia adicional
superior a 20MW.
Converting Demand Side Operation in a Resource of the Transmission System Operation
39
RED ELÉCTRICA DE ESPAÑA
The Contribution of each consumer in the portfolio is evaluated by
•its average level of expected response on each production plan
•Uncertainty
•Location in relation on the network sensibility
•Functional form on the lose function
•Scarcity of available DSO resources
OPCO assignment process and algorithms
OPCO consumers operation aid prototype
Converting Demand Side Operation in a Resource of the Transmission System Operation
40
RED ELÉCTRICA DE ESPAÑA
Objetivo: Asignar a un conjunto de consumidores unos niveles de interrupción,
optimizando los contratos con criterios a largo y corto plazo
En la hora h* se debe hacer frente a
una interrupción con unas necesidades
de potencia L1 con una tipología T1.
Después de la hora h* se tiene que
hacer frente a K-1 interrupciones con
unas necesidades de potencia Lk y
con una tipología Tk.
Se tiene I individuos con nhi horas de
interrupción cada uno
Cada hora de interrupción tiene una
ganancia gi que es función de la
potencia consumida natural (PCN), del
PMax y de la tipología de la
interrupción.
Un año
h=1 h=h* h=H
k=1 k=2 k=3 k=4 k=K-1 k=K
conjunto I
subconjunto I*
individuo i
OPCO assignment process and algorithms
Converting Demand Side Operation in a Resource of the Transmission System Operation
41
RED ELÉCTRICA DE ESPAÑA
Loss functions
• Direct loss
When the DSO contributions are lower than the needs
• Indirect loss
When the DSO contributions became scarce than the needs
Objective
Assign the group of DSO response that minimize direct and indirect losses
OPCO assignment process and algorithms
Converting Demand Side Operation in a Resource of the Transmission System Operation
42
RED ELÉCTRICA DE ESPAÑA
Converting Demand Side Operation in an accurate tool
for the Transmission System Operator
EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte
On the R & D project EMERGÍE, REE is developing
DSO priorities,
Evaluation methodologies,
technical tools prototypes and feasibility analysis
The scope of EMERGÍE
1. Develop DSO offer opportunities and tools
2. Evaluate alternative for DSO trade
3. DSO insertion on the system planning
Electric market participants contribution on the electric system efficiency
Converting Demand Side Operation in a Resource of the Transmission System Operation
43
RED ELÉCTRICA DE ESPAÑA
Converting Demand Side Operation in an accurate tool
for the Transmission System Operator
EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte
Bilateral collaboration
REE valuate highly the exchange of ideas with operators, participants in the
market, researchers, ESCOS and regulators
www ree.es
carmenrodri@ree.es
Tank you
Electric market participants contribution on the electric system efficiency

More Related Content

What's hot

Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)
Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)
Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)Société Française d'Energie Nucléaire
 
Presentation Jacques Vandermeiren at Trends Lunch
Presentation Jacques Vandermeiren at Trends LunchPresentation Jacques Vandermeiren at Trends Lunch
Presentation Jacques Vandermeiren at Trends LunchElia
 
Emission impacts of marginal electricity demand in France
Emission impacts of marginal electricity demand in FranceEmission impacts of marginal electricity demand in France
Emission impacts of marginal electricity demand in FranceIEA-ETSAP
 
The European long term vision and the Elia Group challenges
The European long term vision and the Elia Group challengesThe European long term vision and the Elia Group challenges
The European long term vision and the Elia Group challengesElia
 
Fuelling europe's future- how automotive innovation leads to eu jobs
Fuelling europe's future- how automotive innovation leads to eu jobsFuelling europe's future- how automotive innovation leads to eu jobs
Fuelling europe's future- how automotive innovation leads to eu jobsRicardo Energy & Environment
 
[Pipeline Support Solutions] OCP Case Study
[Pipeline Support Solutions] OCP Case Study[Pipeline Support Solutions] OCP Case Study
[Pipeline Support Solutions] OCP Case StudySchneider Electric
 
Elia group full year results 2013
Elia group full year results 2013Elia group full year results 2013
Elia group full year results 2013Elia
 
L’esperienza della California, Mark Rothleder
L’esperienza della California, Mark RothlederL’esperienza della California, Mark Rothleder
L’esperienza della California, Mark RothlederTerna SpA
 
Energy efficiency: a profit center for companies!
Energy efficiency: a profit center for companies! Energy efficiency: a profit center for companies!
Energy efficiency: a profit center for companies! Leonardo ENERGY
 
Power Germany / EU / World with Hydrogen
Power Germany / EU / World with HydrogenPower Germany / EU / World with Hydrogen
Power Germany / EU / World with HydrogenJörg Keil
 
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...IEA-ETSAP
 
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy Institute
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy InstituteOngoing Macro-Stand Alone and CGE modelling approaches at UCL Energy Institute
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy InstituteIEA-ETSAP
 
Flexible grid management solutions in UK and Switzerland
Flexible grid management solutions in UK and SwitzerlandFlexible grid management solutions in UK and Switzerland
Flexible grid management solutions in UK and SwitzerlandThearkvalais
 
Linkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationLinkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationIEA-ETSAP
 
Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...Leonardo ENERGY
 
NZC - AEPI Grenoble
NZC - AEPI GrenobleNZC - AEPI Grenoble
NZC - AEPI GrenobleWRONG PERSON
 

What's hot (20)

Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)
Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)
Jean-Baptiste GALLAND the Director Strategy at ERDF (Atoms for the Future 2013)
 
Presentation Jacques Vandermeiren at Trends Lunch
Presentation Jacques Vandermeiren at Trends LunchPresentation Jacques Vandermeiren at Trends Lunch
Presentation Jacques Vandermeiren at Trends Lunch
 
Emission impacts of marginal electricity demand in France
Emission impacts of marginal electricity demand in FranceEmission impacts of marginal electricity demand in France
Emission impacts of marginal electricity demand in France
 
Energy Economics Christian Feisst
Energy Economics Christian FeisstEnergy Economics Christian Feisst
Energy Economics Christian Feisst
 
The European long term vision and the Elia Group challenges
The European long term vision and the Elia Group challengesThe European long term vision and the Elia Group challenges
The European long term vision and the Elia Group challenges
 
Fuelling europe's future- how automotive innovation leads to eu jobs
Fuelling europe's future- how automotive innovation leads to eu jobsFuelling europe's future- how automotive innovation leads to eu jobs
Fuelling europe's future- how automotive innovation leads to eu jobs
 
[Pipeline Support Solutions] OCP Case Study
[Pipeline Support Solutions] OCP Case Study[Pipeline Support Solutions] OCP Case Study
[Pipeline Support Solutions] OCP Case Study
 
Elia group full year results 2013
Elia group full year results 2013Elia group full year results 2013
Elia group full year results 2013
 
L’esperienza della California, Mark Rothleder
L’esperienza della California, Mark RothlederL’esperienza della California, Mark Rothleder
L’esperienza della California, Mark Rothleder
 
Energy efficiency: a profit center for companies!
Energy efficiency: a profit center for companies! Energy efficiency: a profit center for companies!
Energy efficiency: a profit center for companies!
 
Power Germany / EU / World with Hydrogen
Power Germany / EU / World with HydrogenPower Germany / EU / World with Hydrogen
Power Germany / EU / World with Hydrogen
 
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...
Project update on Enhancing Flexibility in TIMES: Introducing Ancillary Servi...
 
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy Institute
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy InstituteOngoing Macro-Stand Alone and CGE modelling approaches at UCL Energy Institute
Ongoing Macro-Stand Alone and CGE modelling approaches at UCL Energy Institute
 
Flexible grid management solutions in UK and Switzerland
Flexible grid management solutions in UK and SwitzerlandFlexible grid management solutions in UK and Switzerland
Flexible grid management solutions in UK and Switzerland
 
Linkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationLinkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network Optimization
 
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail MarketSmart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
 
Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...
 
Keynote Speaker: D. Frank Wolak, Catedrático de Economía de Stanford University
Keynote Speaker: D. Frank Wolak, Catedrático de Economía de Stanford UniversityKeynote Speaker: D. Frank Wolak, Catedrático de Economía de Stanford University
Keynote Speaker: D. Frank Wolak, Catedrático de Economía de Stanford University
 
NZC - Grenoble
NZC - GrenobleNZC - Grenoble
NZC - Grenoble
 
NZC - AEPI Grenoble
NZC - AEPI GrenobleNZC - AEPI Grenoble
NZC - AEPI Grenoble
 

Viewers also liked

Undergraduate Energy Management Certificate Program
Undergraduate Energy Management Certificate ProgramUndergraduate Energy Management Certificate Program
Undergraduate Energy Management Certificate ProgramUT Austin: ACA
 
IEA Policy Pathway series, A Tale of Renewed Cities
 IEA Policy Pathway series, A Tale of Renewed Cities IEA Policy Pathway series, A Tale of Renewed Cities
IEA Policy Pathway series, A Tale of Renewed CitiesInternational Energy Agency
 
PowerChain - Blockchain 4 Energy
PowerChain - Blockchain 4 EnergyPowerChain - Blockchain 4 Energy
PowerChain - Blockchain 4 EnergyThorsten Zoerner
 
Renewable Energy Policy in Germany
Renewable Energy Policy in GermanyRenewable Energy Policy in Germany
Renewable Energy Policy in GermanyCREST Halifax
 
Renewable non-renewable-energy-resources
Renewable non-renewable-energy-resourcesRenewable non-renewable-energy-resources
Renewable non-renewable-energy-resourcesRachit Walia
 

Viewers also liked (9)

Undergraduate Energy Management Certificate Program
Undergraduate Energy Management Certificate ProgramUndergraduate Energy Management Certificate Program
Undergraduate Energy Management Certificate Program
 
Consumer Electronics & Appliance Industry in India
Consumer Electronics & Appliance Industry in India Consumer Electronics & Appliance Industry in India
Consumer Electronics & Appliance Industry in India
 
IEA Policy Pathway series, A Tale of Renewed Cities
 IEA Policy Pathway series, A Tale of Renewed Cities IEA Policy Pathway series, A Tale of Renewed Cities
IEA Policy Pathway series, A Tale of Renewed Cities
 
PowerChain - Blockchain 4 Energy
PowerChain - Blockchain 4 EnergyPowerChain - Blockchain 4 Energy
PowerChain - Blockchain 4 Energy
 
Africa Energy Outlook
Africa Energy OutlookAfrica Energy Outlook
Africa Energy Outlook
 
Renewable Energy Policy in Germany
Renewable Energy Policy in GermanyRenewable Energy Policy in Germany
Renewable Energy Policy in Germany
 
Wind energy basics
Wind energy basicsWind energy basics
Wind energy basics
 
Renewable non-renewable-energy-resources
Renewable non-renewable-energy-resourcesRenewable non-renewable-energy-resources
Renewable non-renewable-energy-resources
 
Wind Energy
Wind EnergyWind Energy
Wind Energy
 

Similar to Converting Demand Side Operation in to an Accurate Tool for the Transmission System Operator - REE Research and Results

IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...IEA DSM Implementing Agreement (IA)
 
The CECRE: Making renewable energy technologies compatible with the security ...
The CECRE: Making renewable energy technologies compatible with the security ...The CECRE: Making renewable energy technologies compatible with the security ...
The CECRE: Making renewable energy technologies compatible with the security ...IrSOLaV Pomares
 
International approach – Is DSM the answer for intermittent renewable generat...
International approach – Is DSM the answer for intermittent renewable generat...International approach – Is DSM the answer for intermittent renewable generat...
International approach – Is DSM the answer for intermittent renewable generat...IEA DSM Implementing Agreement (IA)
 
Ingeteam participates in round table on Power Transfer and Conversion
 Ingeteam participates in round table on Power Transfer and Conversion Ingeteam participates in round table on Power Transfer and Conversion
Ingeteam participates in round table on Power Transfer and ConversionIngeteam Wind Energy
 
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015Isam Shahrour
 
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...How To Apply Energy Storage Technologies In Commercial And Industrial Applica...
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...Davide Bonomi
 
Wireless future actility ifma_realty 19-05-15
Wireless future actility ifma_realty 19-05-15Wireless future actility ifma_realty 19-05-15
Wireless future actility ifma_realty 19-05-15Muriel Walter
 
Microgrid & renewable integration at burbank water & power
Microgrid & renewable integration at burbank water & powerMicrogrid & renewable integration at burbank water & power
Microgrid & renewable integration at burbank water & powerSchneider Electric
 
Technology Trialing - TransGrid's 2014 Demand Management Innovation Forum
Technology Trialing - TransGrid's 2014 Demand Management Innovation ForumTechnology Trialing - TransGrid's 2014 Demand Management Innovation Forum
Technology Trialing - TransGrid's 2014 Demand Management Innovation ForumTransGrid AU
 
GB Energy storage market update and supply chain opportunities Johnny Gowdy
GB Energy storage market update and supply chain opportunities Johnny GowdyGB Energy storage market update and supply chain opportunities Johnny Gowdy
GB Energy storage market update and supply chain opportunities Johnny GowdyInvest Northern Ireland
 
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdfSamuelEU2
 
Integrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsIntegrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsLeonardo ENERGY
 
ICTs to Reduce Energy Consumption and GHG Emissions.ppt
ICTs to Reduce Energy Consumption and GHG Emissions.pptICTs to Reduce Energy Consumption and GHG Emissions.ppt
ICTs to Reduce Energy Consumption and GHG Emissions.pptssuseradc0be1
 

Similar to Converting Demand Side Operation in to an Accurate Tool for the Transmission System Operator - REE Research and Results (20)

IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
IEA DSM Task 17: Integration of DSM, DG, RES and ES – Outcome of Phase 1 and ...
 
The CECRE: Making renewable energy technologies compatible with the security ...
The CECRE: Making renewable energy technologies compatible with the security ...The CECRE: Making renewable energy technologies compatible with the security ...
The CECRE: Making renewable energy technologies compatible with the security ...
 
International approach – Is DSM the answer for intermittent renewable generat...
International approach – Is DSM the answer for intermittent renewable generat...International approach – Is DSM the answer for intermittent renewable generat...
International approach – Is DSM the answer for intermittent renewable generat...
 
Ingeteam participates in round table on Power Transfer and Conversion
 Ingeteam participates in round table on Power Transfer and Conversion Ingeteam participates in round table on Power Transfer and Conversion
Ingeteam participates in round table on Power Transfer and Conversion
 
The Thermos Project
The Thermos ProjectThe Thermos Project
The Thermos Project
 
The SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiencyThe SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiency
 
Smart Energy Systems of Future
Smart Energy Systems of FutureSmart Energy Systems of Future
Smart Energy Systems of Future
 
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015
Chapter 6 : Smart District heating/cooling, Summer Course, AUST 2015
 
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...How To Apply Energy Storage Technologies In Commercial And Industrial Applica...
How To Apply Energy Storage Technologies In Commercial And Industrial Applica...
 
Wireless future actility ifma_realty 19-05-15
Wireless future actility ifma_realty 19-05-15Wireless future actility ifma_realty 19-05-15
Wireless future actility ifma_realty 19-05-15
 
Energy Storage solutions
Energy Storage solutionsEnergy Storage solutions
Energy Storage solutions
 
Microgrid & renewable integration at burbank water & power
Microgrid & renewable integration at burbank water & powerMicrogrid & renewable integration at burbank water & power
Microgrid & renewable integration at burbank water & power
 
Technology Trialing - TransGrid's 2014 Demand Management Innovation Forum
Technology Trialing - TransGrid's 2014 Demand Management Innovation ForumTechnology Trialing - TransGrid's 2014 Demand Management Innovation Forum
Technology Trialing - TransGrid's 2014 Demand Management Innovation Forum
 
Rafael Sánchez _Energy Transition and Ennergy Regulatory Sandboxes_Funseam Se...
Rafael Sánchez _Energy Transition and Ennergy Regulatory Sandboxes_Funseam Se...Rafael Sánchez _Energy Transition and Ennergy Regulatory Sandboxes_Funseam Se...
Rafael Sánchez _Energy Transition and Ennergy Regulatory Sandboxes_Funseam Se...
 
GB Energy storage market update and supply chain opportunities Johnny Gowdy
GB Energy storage market update and supply chain opportunities Johnny GowdyGB Energy storage market update and supply chain opportunities Johnny Gowdy
GB Energy storage market update and supply chain opportunities Johnny Gowdy
 
IPA Power Scotland Conference
IPA Power Scotland ConferenceIPA Power Scotland Conference
IPA Power Scotland Conference
 
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf
+Frede-Blaabjerg-Introduction-to-renewables-systems.pdf
 
Integrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildingsIntegrating renewables and enabling flexibility of households and buildings
Integrating renewables and enabling flexibility of households and buildings
 
Energy Efficiency Policy at CESGA
Energy Efficiency Policy at CESGAEnergy Efficiency Policy at CESGA
Energy Efficiency Policy at CESGA
 
ICTs to Reduce Energy Consumption and GHG Emissions.ppt
ICTs to Reduce Energy Consumption and GHG Emissions.pptICTs to Reduce Energy Consumption and GHG Emissions.ppt
ICTs to Reduce Energy Consumption and GHG Emissions.ppt
 

More from IEA DSM Implementing Agreement (IA)

Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...IEA DSM Implementing Agreement (IA)
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...IEA DSM Implementing Agreement (IA)
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...IEA DSM Implementing Agreement (IA)
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsIEA DSM Implementing Agreement (IA)
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upIEA DSM Implementing Agreement (IA)
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayIEA DSM Implementing Agreement (IA)
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...IEA DSM Implementing Agreement (IA)
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...IEA DSM Implementing Agreement (IA)
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyIEA DSM Implementing Agreement (IA)
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesIEA DSM Implementing Agreement (IA)
 
The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea IEA DSM Implementing Agreement (IA)
 

More from IEA DSM Implementing Agreement (IA) (20)

Consumer's Services Companies
Consumer's Services CompaniesConsumer's Services Companies
Consumer's Services Companies
 
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...
 
Efficiency Valuation: Fine Tuning M&V for Business Transactions
Efficiency Valuation: Fine Tuning M&V for Business TransactionsEfficiency Valuation: Fine Tuning M&V for Business Transactions
Efficiency Valuation: Fine Tuning M&V for Business Transactions
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutions
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in Norway
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
 
EU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and ServicesEU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and Services
 
Automatic meter management – A customer's perspective
Automatic meter management – A customer's perspectiveAutomatic meter management – A customer's perspective
Automatic meter management – A customer's perspective
 
Options for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the NetherlandsOptions for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the Netherlands
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn money
 
Monitoring information for EU reporting
Monitoring information for EU reportingMonitoring information for EU reporting
Monitoring information for EU reporting
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management Activities
 
USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)
 
The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea The Current Status and Prospect of Distributed Generation in Korea
The Current Status and Prospect of Distributed Generation in Korea
 
ESCO and Thermal Energy Storage for DSM in Korea
ESCO and Thermal Energy Storage for DSM in KoreaESCO and Thermal Energy Storage for DSM in Korea
ESCO and Thermal Energy Storage for DSM in Korea
 
Demand Side Management of KEPCO
Demand Side Management of KEPCO Demand Side Management of KEPCO
Demand Side Management of KEPCO
 

Recently uploaded

Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfakankshagupta7348026
 
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrSaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrsaastr
 
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Krijn Poppe
 
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfhenrik385807
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024eCommerce Institute
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AITatiana Gurgel
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Pooja Nehwal
 
call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@vikas rana
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Salam Al-Karadaghi
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesPooja Nehwal
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptssuser319dad
 
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝soniya singh
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Hasting Chen
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Delhi Call girls
 
George Lever - eCommerce Day Chile 2024
George Lever -  eCommerce Day Chile 2024George Lever -  eCommerce Day Chile 2024
George Lever - eCommerce Day Chile 2024eCommerce Institute
 
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...NETWAYS
 
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...NETWAYS
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...henrik385807
 
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfOpen Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfhenrik385807
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...NETWAYS
 

Recently uploaded (20)

Motivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdfMotivation and Theory Maslow and Murray pdf
Motivation and Theory Maslow and Murray pdf
 
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStrSaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
SaaStr Workshop Wednesday w: Jason Lemkin, SaaStr
 
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
Presentation for the Strategic Dialogue on the Future of Agriculture, Brussel...
 
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdfCTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
CTAC 2024 Valencia - Henrik Hanke - Reduce to the max - slideshare.pdf
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AI
 
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
Navi Mumbai Call Girls Service Pooja 9892124323 Real Russian Girls Looking Mo...
 
call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@call girls in delhi malviya nagar @9811711561@
call girls in delhi malviya nagar @9811711561@
 
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
Exploring protein-protein interactions by Weak Affinity Chromatography (WAC) ...
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
 
Philippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.pptPhilippine History cavite Mutiny Report.ppt
Philippine History cavite Mutiny Report.ppt
 
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
Call Girls in Sarojini Nagar Market Delhi 💯 Call Us 🔝8264348440🔝
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
 
George Lever - eCommerce Day Chile 2024
George Lever -  eCommerce Day Chile 2024George Lever -  eCommerce Day Chile 2024
George Lever - eCommerce Day Chile 2024
 
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
Open Source Camp Kubernetes 2024 | Running WebAssembly on Kubernetes by Alex ...
 
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
OSCamp Kubernetes 2024 | Zero-Touch OS-Infrastruktur für Container und Kubern...
 
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
CTAC 2024 Valencia - Sven Zoelle - Most Crucial Invest to Digitalisation_slid...
 
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdfOpen Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
Open Source Strategy in Logistics 2015_Henrik Hankedvz-d-nl-log-conference.pdf
 
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
Open Source Camp Kubernetes 2024 | Monitoring Kubernetes With Icinga by Eric ...
 

Converting Demand Side Operation in to an Accurate Tool for the Transmission System Operator - REE Research and Results

  • 1. Converting Demand Side Operation in an accurate tool for the Transmission System Operator REE Research and Results II Madrid forum on Demand Side Operation, DSO Oct 19 2005 Carmen Rodríguez Villagarcía Carmenrodri@ree.es DE ESPAÑA RED ELÉCTRIC A
  • 2. 1 ¿What will be DSM and DSO? 2 Fixing overhead objectives 3 Prospecting 4 Evaluation of DSO resources 5 Implementing infrastructure
  • 3. 1. ¿What will be DSM and DSO?
  • 4. Converting Demand Side Operation in a Resource of the Transmission System Operation 4 RED ELÉCTRICA DE ESPAÑA TRIGERS THP tariff , dissuading price industrial consumer’s response 0 20 40 60 80 100 120 140 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Hours MW Steel Paper Glass Siderurgy
  • 5. Converting Demand Side Operation in a Resource of the Transmission System Operation 5 RED ELÉCTRICA DE ESPAÑA TRIGERS
  • 6. Pay attention 5. ¿What will be DSM and DSO?
  • 7. 5. ¿What will be DSM and DSO? Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador
  • 8. Converting Demand Side Operation in a Resource of the Transmission System Operation 8 RED ELÉCTRICA DE ESPAÑA Converting Demand Side Operation in an accurate tool for the Transmission System Operator DSO is been considered by REE as an alternative resource to provide system margin scarcity, bottleneck solutions and other system services as technical balance. It has important advantages Positive environmental effect Minor energetic cost Reduced electric cost for the provider costumer Nevertheless, there is a lot of work to do inside and outside the company in order to get accurate tools that can be operated in the control room and considered in the network planning.
  • 9. 2. Fixing overhead objectives
  • 10. Converting Demand Side Operation in a Resource of the Transmission System Operation 10 RED ELÉCTRICA DE ESPAÑA Priorities Quick population and economic growth 1. Provide local system margin, at least until new network or plants are in place 2. Energy saving at day time demand Perfil horario de la potencia transportada en la línea GABIAS - CAPARACENA del día laborable medio de verano (Junio y Julio) 0 50 100 150 200 250 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 HORA MVA Southern line saturation in a average summer labour day Number of household growth index number 2000/2005 2017/2005 Populated areas Rest of SpainMW hours Source: INE
  • 11. Converting Demand Side Operation in a Resource of the Transmission System Operation 11 RED ELÉCTRICA DE ESPAÑA Priorities High increase on reactive power consumption on cooling, fridge and freezers 3. Provide distributed compensation management capacity 4. Reduce reactive power consumption on the appliances. hours Active and reactive energy hourly consumed on a domestic fridge
  • 13. Converting Demand Side Operation in a Resource of the Transmission System Operation 13 RED ELÉCTRICA DE ESPAÑA Prospecting Following up of international experiences DSM AIE agreement Spain participation representative Projects with REE active participation Annex XI Residential automatic response and modulation, Leader: Richard Fomby, EA technology, UK Annex XIII Market pace for DSM and DSO, Leader: PLMA, USA Annex XV Network driven DSM, DSO Leader: David Crosby, Utilities Association, Australia Madrid Forums on Demand Side Operability, REE and DSM AIE cooperation
  • 14. Converting Demand Side Operation in a Resource of the Transmission System Operation 14 RED ELÉCTRICA DE ESPAÑA Prospecting, In deep consults to GYMCO GYMCO SEGMENT Large and medium consumers, power level in critical periods In Populated areas DSO capability expected Sample 30 consumers EMERGÍE To analyse the possibility of converting demand management into a control tool associated with the System’s operation. GYMCO SEGMENTS Water and desaltation Irrigation Hospital Airports Hotels Ceramic Large commercial and malls Frizz storage Already interruptible segments
  • 15. Converting Demand Side Operation in a Resource of the Transmission System Operation 15 RED ELÉCTRICA DE ESPAÑA GYMCO Project within the Framework of the EMERGÍE Project • Initial selection of client sample (sector, consumption, cogeneration capacity, emergency systems, international experience…) • Analysis of load curves. • Final selection of the sample of clients to be interviewed. • Demand management analysis of the sectors/ consumers interviewed. • Extrapolation of results to national and international level. • Publication of results and presentations to the Organizations and Agents involved in the Spanish Electrical System. Interviews with consumers. Elaboration of documentation and plan for future actions Sample of clients to be interviewed Areas and economic sectors 1 • Analysis of areas of interest (areas with smallest oversizing). • Analysis of hourly periods during which summer and winter peaks are produced. • Analysis of predominant economic sectors in each province to be analysed. 2 3 REE Prospecting, In deep consults to GYMCO
  • 16. Converting Demand Side Operation in a Resource of the Transmission System Operation 16 RED ELÉCTRICA DE ESPAÑA Examples of preliminary findings Analysis of the demand management capacity in other analyzed sectors. Sector Demand management Capacity Reason Actions need to management Facility of interest Integral cycle of water • Depuration • Desalination Investment in tanks of storage (desalination). Yes CHP • Autonomous generation The CHP capacity make them autonomous and with interruption capacity. Low additional investment. Yes Beer Sector • Flexible production • Maintenance Capacity of DSR in winter. Yes Cement Sector • Flexible production • Maintenance Capacity of DSR in winter. Yes REE PricewaterhouseCoopers Prospecting, In deep consults to GYMCO
  • 17. Converting Demand Side Operation in a Resource of the Transmission System Operation 17 RED ELÉCTRICA DE ESPAÑA Prospecting, Short consults consults to GYMCO GYMCO, Inventory of distributed resources Quick response capability Security generation plants Reactive compensation capability Cogeneration Energy control systems on that facilities Sample 200 consumers Phone media
  • 18. Converting Demand Side Operation in a Resource of the Transmission System Operation 18 RED ELÉCTRICA DE ESPAÑA Prospecting, Residential survey and metering RESCO Sample 2.000 households National representativnes Actualise information on appliances possession, time of use, programmable, controllable ones and stably controlled Infrastructures for control and bidirectional communication, domotica, security, internet, others Preferences on remote control in short periods and override Nielsen permanent panels Pay attention EMERGÍE Nielsen
  • 19. Converting Demand Side Operation in a Resource of the Transmission System Operation 19 RED ELÉCTRICA DE ESPAÑA As one of the main targets of the study, a concept test will be carried out. The DSO concepts to be tested are the following: DSO CONCEPT A: “Installation of “intelligent” plugs with override option ”. These plugs will be able to receive interruption commands from REE, but the consumer could choose wether interrrupting the service or reactivate it. “Installation of “intelligent” plugs without override option”. These plugs will be able to receive interruption commands from REE, but in this case the consumer will not be able to reactivate the service. DSO CONCEPT B: “Capability to change consuming behaviour to those time brackets which have cheaper tariffs. For this purpose special devices would be previously installed in every domestic appliance”. Prospecting, Residential survey and metering
  • 20. Converting Demand Side Operation in a Resource of the Transmission System Operation 20 RED ELÉCTRICA DE ESPAÑA DEREC projection of households response Projection of the Demand response Portfolio for Residential Consumers in Spain. FORECAST PERIOD: 2010, 2015 y 2020 Desegregation level: By end-use equipment: lighting, fridge, freezer, laundry machine, tumble dryer, dishwasher, heat pumps, stand-by appliances, space heater, air conditioner, water heater, sauna, water filters, etc. By time of use and season-type day.
  • 21. Converting Demand Side Operation in a Resource of the Transmission System Operation 21 RED ELÉCTRICA DE ESPAÑA EXAMPLE: Total consumption estimation for one-door fridges by priority zones on an average season-type day. FRIDGE (one door) Average winter day Power 0,02 KW Dayly hours of use 24,0 Dayly comsumption by equipment 0,48 KWh %OFHOUSEHOLDS WITH HOUSEHOLDS NUMBER OF ELECTRICITY CONSUMPTION (KWh) FRIDGE (one door) (Number) FRIDGE (one door) FRIDGE (one door) PRIORITY ZONE 1 6,72 2.008.619 134.912 64.758 Málaga 5,90 434.766 25.651 12.313 Almeria 6,40 176.170 11.275 5.412 Cádiz 8,40 347.038 29.151 13.993 Granada 6,30 281.557 17.738 8.514 Sevilla 4,10 555.605 22.780 10.934 Gerona 9,20 213.483 19.640 9.427 PRIORITY ZONE 2 8,56 4.400.626 376.694 180.813 Insular 12,20 555.605 67.784 32.536 Comunidad Valenciana 7,30 1.492.792 108.974 52.307 Murcia 10,60 378.252 40.095 19.245 Barcelona 7,00 1.754.332 122.803 58.946 Tarragona 5,70 219.645 12.520 6.009 PRIORITY ZONE 3 5,73 2.124.350 121.796 58.462 Guadalajara 5,80 64.741 3.755 1.802 Toledo 4,70 185.817 8.733 4.192 Comunidad de Madrid 6,70 1.873.792 125.544 60.261 DEREC projection of households response
  • 22. 4. Methodologies PUVS for evaluation of a disperse and probabilistic consumer response
  • 23. Converting Demand Side Operation in a Resource of the Transmission System Operation 23 RED ELÉCTRICA DE ESPAÑA Prospecting, Methodologies PUVS for evaluation • Statistic Methodologies PUVS for evaluation of a disperse and probabilistic consumer response; on Predictability, Uncertainty Variability Sensibility on the network For assignment Capability contracts Optimise operational orders Reactive power exchange Consumers operation aid prototype OPCO
  • 24. Converting Demand Side Operation in a Resource of the Transmission System Operation 24 RED ELÉCTRICA DE ESPAÑA Clasificación por perfiles de Qui_Sol_Mar_CON 0 20000 40000 60000 80000 100000 120000 2003/06/02:23 2003/06/12:17 2003/06/22:11 2003/07/02:05 2003/07/11:23 2003/07/21:17 2003/07/31:11 2003/08/10:05 2003/08/19:23 2003/08/29:17 2004/06/08:11 2004/06/18:05 2004/06/27:23 2004/07/07:17 2004/07/17:11 2004/07/27:05 2004/08/05:23 2004/08/15:17 2004/08/25:11 2005/06/04:05 2005/06/13:23 2005/06/23:17 2005/07/03:11 2005/07/13:05 2005/07/22:23 2005/08/01:17 2005/08/11:11 2005/08/21:05 HORA KW perfil_1 perfil_2 perfil_3 perfil_4 perfil_5 perfil_6 K W Two year summer Días tipo de Qui_Sol_Mar_CON 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 HORAS KW Perfil_1 Perfil_2 Perfil_3 Perfil_4 Perfil_5 Perfil_6 % of participation on the summer labour days 15 17 8 5 45 17 24 Hours Hours PUVS Variability Classifying the Type Days of an industrial consumer In order to establish the impact of: Load reduction capabilities in the contracts And Load reduction when reductions activation has to be to be assigned, OPCO Developed by EMERGÍE Aportaciones de los agentes del mercado a la e
  • 25. Converting Demand Side Operation in a Resource of the Transmission System Operation 25 RED ELÉCTRICA DE ESPAÑA El nivel, la incertidumbre y la variabilidad es muy dependiente del plan de producción. La composición de dichos planes de producción es fundamental para la valoración de la respuesta esperada del consumidor. El error previsión es menor a medida que la hora de realización de la previsión está más cercana a las horas a prever PUVS uncertainty
  • 26. Converting Demand Side Operation in a Resource of the Transmission System Operation 26 RED ELÉCTRICA DE ESPAÑA Se realiza el modelo de previsión sobre el plan de producción teniendo en cuenta el comportamiento histórico y la información del periodo inicial. La línea verde muestra la previsión a las 9 de la mañana de cada día. El sistema de previsión identifica los planes de producción en un periodo inicial del día. (En este caso de 6 a 9 de la mañana) PUVS predictability Erratic values Forecast error: 3.7%
  • 27. Converting Demand Side Operation in a Resource of the Transmission System Operation 27 RED ELÉCTRICA DE ESPAÑA Clasificación por perfiles de CAPARACE_GABIA_S 0 50 100 150 200 250 300 350 400 2005/06/02:23 2005/06/06:10 2005/06/07:21 2005/06/09:08 2005/06/10:19 2005/06/14:06 2005/06/15:17 2005/06/17:04 2005/06/20:15 2005/06/22:02 2005/06/23:13 27/06/2005 2005/06/28:11 2005/06/29:22 2005/07/01:09 2005/07/04:20 2005/07/06:07 2005/07/07:18 2005/07/11:05 2005/07/12:16 2005/07/14:03 2005/07/15:14 2005/07/19:01 2005/07/20:12 2005/07/21:23 2005/07/25:10 2005/07/26:21 2005/07/28:08 2005/07/29:19 HORA MVA perfil_1 perfil_2 perfil_3 Classifying the days profile of a marginal line the one that first gets into over- load risk In order to establish the impact of Load reduction capabilities on the contracts And Load reduction when reductions activation has to be to be assigned, OPCO Días tipo de la líneaCAPARACE_GABIA_S 0 50 100 150 200 250 300 350 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 HORAS MVA Perfil_1 Perfil_2 Perfil_3 Carga_Maxim a Grupo 1 Grupo 2 Grupo 3 NDias 11 16 10 Participación 29.7% 43.2% 27.0% Error 3.5% 3.6% 4.4% Developed by EMERGÍE Aportaciones de los agentes del mercado a la ef 24 Hours Hours Southern line PUVS Evaluation, Sensibility on the network Marginal line criteria
  • 28. Converting Demand Side Operation in a Resource of the Transmission System Operation 28 RED ELÉCTRICA DE ESPAÑA Transmission system states criteria Andalucía. Jul–Dec Period. 2005 1 multivariate cluster analysis to find groups of hours as homogeneous on level and direction on transmission lines and 2 discriminating analysis to chose a subset of lines that detect the states Estate 1: 26.8% of total hours Estate 3: 28.4% of total hours Estate 4: 11.2% of total hours Estate 2: 14.4% of total hours PUVS Evaluation, Sensibility on the network Developed by EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte
  • 29. Converting Demand Side Operation in a Resource of the Transmission System Operation 29 RED ELÉCTRICA DE ESPAÑA 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 sábado 01-03-2003 1 1 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 1 1 1 domingo 02-03-2003 1 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 5 1 1 1 1 lunes 03-03-2003 4 4 4 4 4 4 4 5 5 6 6 6 6 6 6 6 6 6 6 6 6 1 1 1 martes 04-03-2003 5 5 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 3 3 3 5 miércoles 05-03-2003 5 5 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 3 3 5 jueves 06-03-2003 5 2 2 2 2 2 2 2 6 6 6 6 6 6 6 6 6 6 6 6 6 3 3 5 1 viernes 07-03-2003 5 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5 2 sábado 08-03-2003 5 5 2 2 2 2 2 2 2 2 5 5 5 5 5 5 5 5 5 5 5 5 5 5 3 domingo 09-03-2003 5 5 5 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 5 5 5 5 4 lunes 10-03-2003 5 2 2 2 2 2 2 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5 martes 11-03-2003 5 7 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 miércoles 12-03-2003 5 2 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 5 5 7 jueves 13-03-2003 2 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 5 8 viernes 14-03-2003 5 2 2 2 2 2 2 5 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 9 sábado 15-03-2003 7 2 2 2 2 2 2 2 2 5 5 5 5 5 5 5 5 5 5 5 5 5 7 7 10 domingo 16-03-2003 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7 7 11 lunes 17-03-2003 7 9 9 9 9 9 2 2 8 6 6 6 6 6 7 7 6 6 6 6 6 6 6 7 martes 18-03-2003 7 2 2 2 2 2 2 8 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7 miércoles 19-03-2003 7 2 2 2 2 2 2 8 8 8 8 8 8 8 8 8 8 8 8 8 6 6 7 7 jueves 20-03-2003 2 2 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7 viernes 21-03-2003 7 7 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7 sábado 22-03-2003 2 2 2 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7 domingo 23-03-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7 7 lunes 24-03-2003 7 2 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 7 martes 25-03-2003 7 2 2 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 miércoles 26-03-2003 7 7 2 2 2 2 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 jueves 27-03-2003 7 7 2 2 2 2 2 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 viernes 28-03-2003 7 2 2 2 2 2 2 8 10 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 sábado 29-03-2003 7 7 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 domingo 30-03-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 2 2 2 2 2 2 7 7 7 lunes 31-03-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 6 6 6 martes 01-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 6 miércoles 02-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 jueves 03-04-2003 6 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 viernes 04-04-2003 6 2 2 2 2 2 2 8 10 10 10 10 10 10 6 6 6 6 6 6 6 6 6 7 sábado 05-04-2003 7 7 2 2 2 2 2 2 2 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 domingo 06-04-2003 7 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 7 7 7 lunes 07-04-2003 7 9 9 9 9 9 9 8 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 martes 08-04-2003 7 2 2 2 2 2 2 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 miércoles 09-04-2003 7 7 8 8 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 jueves 10-04-2003 7 7 8 2 2 2 2 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 viernes 11-04-2003 6 8 8 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 10 10 10 10 6 6 sábado 12-04-2003 6 7 9 9 9 9 9 9 9 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 domingo 13-04-2003 1 1 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 1 1 1 lunes 14-04-2003 9 9 9 9 9 9 9 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 martes 15-04-2003 9 9 9 9 9 9 9 8 8 6 6 6 6 6 6 7 6 6 6 6 6 6 6 1 miércoles 16-04-2003 9 9 9 9 9 9 9 8 6 6 6 6 6 6 6 6 6 6 6 6 6 6 1 1 jueves 17-04-2003 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 viernes 18-04-2003 9 9 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 sábado 19-04-2003 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 11 11 11 domingo 20-04-2003 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 11 11 11 Fuente REE, Proyecto EMERGÍE, Clasificación de los estados del sistema mediante un una clusterización multivariante sobre los flujos netos entre zonas de operación. Clasificación de las horas de la primavera según estados del sistema Cada color supone un grupo de horas homogéneo Horas del día Días de primavera PUVS Evaluation, Sensibility on the network Transmission system states criteria Espain Jul–Dec Period. 2005 Multivariate cluster on Transmition between electric operational zones on spring Each color means an homogeneous group
  • 30. Converting Demand Side Operation in a Resource of the Transmission System Operation 30 RED ELÉCTRICA DE ESPAÑA Fuente REE, Proyecto EMERGÍE, Clasificación de los estados del sistema mediante un una clusterización multivariante sobre los flujos netos entre zonas de operación. Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador PUVS Evaluation, Sensibility on the network Transmission system states criteria Spain Jul–Dec Period. 2005 ESTATE 10 SPRINT LABOUR DAY EXPORTING TO NEIVERS. High hydro and wind production
  • 31. Converting Demand Side Operation in a Resource of the Transmission System Operation 31 RED ELÉCTRICA DE ESPAÑA S.E. BALBOA400 Siderurgía Balboa 45,6 km M1 M2 0,15 km S.E. BIENVENIDA400 S.E. ALMARAZ 400 184,5km S.E. GUILLENA400 77,5km AT1 M3 M4 M5 M6 M7 M2: Consumo en antena Variación de 1 MW M6: Alimentación desde nuclear Sensibilidad 0,38 MW M7: Evacuación resto mercado Sensibilidad 0,50 MW M3: Evacuación distribución local Sensibilidad 0,12 MW Conexión con transporte M4 (lectura salida): Sensibilidad 0,87 MW M5 (lectura entrada): Sensibilidad 0,86 MW Consumo en la red de distribución C1 PUVS Evaluation, Sensibility on the network
  • 33. Converting Demand Side Operation in a Resource of the Transmission System Operation 33 RED ELÉCTRICA DE ESPAÑA Gestión flexible de la interrumpibilidad, GFI Los consumidores envían a REE información de consumo en tiempo real, Real time consumption (active and reactive) information to TSO: 1 minute period from the 3,000 MW larger consumers. Centro de Control Eléctrico de Red Eléctrica (CECOEL) Previsiones de consumo, Continuous consumption programs information to Red Eléctrica. GFI flexible interruption system
  • 34. Converting Demand Side Operation in a Resource of the Transmission System Operation 34 RED ELÉCTRICA DE ESPAÑA Potencia 12 horas PreavisodeRedEléctrica 2 El consumidor envía permanentemente su Demanda prevista y capacidad de compensación de reactiva 1 El consumidor envía permanentemente a Red Eléctrica su Demanda real 3 Ejemplo deMáximo perfil de consumo permitido en la orden inicial por Red Eléctrica Periodo de interrupción 4 Ejemplo de Máximo de consumo permitido en una orden modificada, al menos con una hora de antelación por REE Tiempo P máx. 50% 5 Máximo de consumo permitido en la orden con sustitución por entrega de reactiva Potencia P contratada P máx. contratada PreavisodeRedEléctrica 2 horas 2 El consumidor envía permanentemente su Demanda prevista y capacidad de compensación de reactiva 1 El consumidor envía permanentemente a Red Eléctrica su Demanda real 3 Ejemplo deMáximo perfil de consumo permitido en la orden inicial por Red Eléctrica Periodo de interrupción 4 Ejemplo de Máximo de consumo permitido en una orden modificada, al menos con una hora de antelación por REE GFI flexible interruption system
  • 35. Converting Demand Side Operation in a Resource of the Transmission System Operation 35 RED ELÉCTRICA DE ESPAÑA SCECI Communication and control REE-Consumers Ilustración 1: Estado de la red tipo 10 - Diurno laborable de primavera exportador Private virtual internet network Star topology, Fixt IP Permanent communication, automatic information on the communication failure ADSL RSI access trough ETHERNT interface Minimum access speed Consumer REE 256 Kbps REE Consumer 512 Kbps.
  • 36. Converting Demand Side Operation in a Resource of the Transmission System Operation 36 RED ELÉCTRICA DE ESPAÑA Respuesta de los consumidores interrumpible con tarifa THP a una orden de interrupción el xxx •The response used to be 80% than expected •The procedure was unnecessarily harmful for industrial processes •Instructions communication system failure THP consumer’s response Fuente REE, Proyecto EMERGÍE, OPCO Prototipo de ayuda a la OPeración de COnsumos. 0 20 40 60 80 100 120 140 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Hours MW Steel Paper Glass Siderurgy OPCO consumers operation aid prototype
  • 37. Converting Demand Side Operation in a Resource of the Transmission System Operation 37 RED ELÉCTRICA DE ESPAÑA Consumidor 1 Consumidor 2 Consumidor 3 Consumidor 4 Consumidor 5 Consumidor 6 OPCO consumers operation aid prototype
  • 38. Converting Demand Side Operation in a Resource of the Transmission System Operation 38 RED ELÉCTRICA DE ESPAÑA El beneficio generado por el plan con menos incertidumbre es mayor a medida que se quiere estar más seguro del aportación al sistema Ejemplo: La ganancia de interrumpir el plan menos incierto frente al incierto es mayor a medida que el coste de caída del sistema es mayor. La ganancia es la zona sombreada. OPCO assignment process and algorithms K W Two year summer D ías tip o d e Q ui_S ol_M ar_C O N 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 H O R AS K W Perfil_1 Perfil_2 Perfil_3 Perfil_4 Perfil_5 Perfil_6 % of participation on the summer labour days 15 17 8 5 45 17 24 Hours •The Contribution of each consumer in the portfolio is evaluated by a benefit function El beneficio generado por un consumidor con varios planes de producción es mayor que su valor esperado si a la hora de interrumpir se conoce su plan de producción. Ejemplo: Si a la hora de ejecutar la interrupción no se conoce el plan el valor esperado es la línea azul pero si se conoce el plan y se espera en donde el valor presente sea mayor al futuro se tiene la línea roja que tiene una una posible ganancia adicional superior a 20MW.
  • 39. Converting Demand Side Operation in a Resource of the Transmission System Operation 39 RED ELÉCTRICA DE ESPAÑA The Contribution of each consumer in the portfolio is evaluated by •its average level of expected response on each production plan •Uncertainty •Location in relation on the network sensibility •Functional form on the lose function •Scarcity of available DSO resources OPCO assignment process and algorithms OPCO consumers operation aid prototype
  • 40. Converting Demand Side Operation in a Resource of the Transmission System Operation 40 RED ELÉCTRICA DE ESPAÑA Objetivo: Asignar a un conjunto de consumidores unos niveles de interrupción, optimizando los contratos con criterios a largo y corto plazo En la hora h* se debe hacer frente a una interrupción con unas necesidades de potencia L1 con una tipología T1. Después de la hora h* se tiene que hacer frente a K-1 interrupciones con unas necesidades de potencia Lk y con una tipología Tk. Se tiene I individuos con nhi horas de interrupción cada uno Cada hora de interrupción tiene una ganancia gi que es función de la potencia consumida natural (PCN), del PMax y de la tipología de la interrupción. Un año h=1 h=h* h=H k=1 k=2 k=3 k=4 k=K-1 k=K conjunto I subconjunto I* individuo i OPCO assignment process and algorithms
  • 41. Converting Demand Side Operation in a Resource of the Transmission System Operation 41 RED ELÉCTRICA DE ESPAÑA Loss functions • Direct loss When the DSO contributions are lower than the needs • Indirect loss When the DSO contributions became scarce than the needs Objective Assign the group of DSO response that minimize direct and indirect losses OPCO assignment process and algorithms
  • 42. Converting Demand Side Operation in a Resource of the Transmission System Operation 42 RED ELÉCTRICA DE ESPAÑA Converting Demand Side Operation in an accurate tool for the Transmission System Operator EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte On the R & D project EMERGÍE, REE is developing DSO priorities, Evaluation methodologies, technical tools prototypes and feasibility analysis The scope of EMERGÍE 1. Develop DSO offer opportunities and tools 2. Evaluate alternative for DSO trade 3. DSO insertion on the system planning Electric market participants contribution on the electric system efficiency
  • 43. Converting Demand Side Operation in a Resource of the Transmission System Operation 43 RED ELÉCTRICA DE ESPAÑA Converting Demand Side Operation in an accurate tool for the Transmission System Operator EMERGÍE Aportaciones de los agentes del mercado a la eficiencia del sistema de trasporte Bilateral collaboration REE valuate highly the exchange of ideas with operators, participants in the market, researchers, ESCOS and regulators www ree.es carmenrodri@ree.es Tank you Electric market participants contribution on the electric system efficiency