smart meters for smart customersgad.ite.es/docs/metering2008.pdfsmart meters for smart customers...
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Smart meters for
smart customers
Metering Europe 2008
Session 7
Isabel Navalón
![Page 2: Smart meters for smart customersgad.ite.es/docs/metering2008.pdfSmart meters for smart customers Metering Europe 2008 Session 7 ... Serie5 Serie6 Serie7 Serie8 Serie9 Serie10 Serie11](https://reader031.vdocuments.us/reader031/viewer/2022021505/5ad52e707f8b9a571e8d3421/html5/thumbnails/2.jpg)
AGENDA
• About us
• Migration towards smart meters
• GAD project
• Smart meters for smart customers
• Find “smart customers”: Opinions & Load Profiles
• A successful rollout
IBERDROLA
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About us
Electricity distribution network in Spain
190.400 km2population served: 16,5 million
supply points: +10 million
Electricity & gas market in the UK
5,1 million supply points
… and more than 8 million customers in Bolivia, Brasil and Guatemala
up to 24 million supply points ���� 24 million meters !
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Royal Decree 1110 of 24th of August, 2007,
published in Spanish Official Bulletin on 18th of September, 2007
AMM mandated by DoI (Department of Industry)
Time of Use and AMM enforced (P < 15 kW)
Migration towards smart meters
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THE GOAL OF THE GAD PROJECT IS…
Energy efficiency through new smart meters, optimising electricity
consumption and the associated costs of this consumption in a way that also satisfies consumer needs within the same quality framework.
Project budget: € 23 millionProject scope: 2007 to 2010
Funding of over € 11, 5 million from the Spanish Government
IBERDROLA
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15 COMPANIES
IBERDROLA
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14 Scientific and Technological Agents
• CEDETEL Centro para el Desarrollo de las Telecomunicaciones de Castilla y León
• Centro Politécnico Superior de la Universidad de Zaragoza
• CITIC Centro Andaluz de Innovación y Tecnologías de la Información y las Comunicaciones
• CTTC Centre Tecnològic de Telecomunicacions de Catalunya
• GEUMA Grupo de Energía de la Universidad de Málaga
• IIC Instituto de Ingeniería del Conocimiento
• IIT COMILLAS Instituto de Investigación Tecnológica
• IKERLAN Centro de Investigaciones Tecnológicas
• ITE Instituto de Tecnología Eléctrica
• ITA Instituto Tecnológico de Aragón
• LABEIN
• Universitat Ramón Llull – La Salle
• Universidad de Alcalá de Henares
• UPM Universidad Politécnica de Madrid
Technical Office
Project Office
IBERDROLA
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Smart meters for smart customers
IBERDROLACONTROL CENTER
DISTRIBUTION NETWORK
Feeder line controlConnect/disconnect
IBERDROLA
Smart Communications PLC NETWORK
Smart meter
Smart customers
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Energy demand (kWh)
Topological Coordinates( network connecting Point)
Geographical coordinates
Clusters
Type of electrical goods
Social &Economical Profile
Experimental Model:
Surveys & hourly metering
Smart customer definition
WHO can save energy in peak time (consumer load patterns)
WHY , willingness to change habits, ecological conscience
HOW, to achieve an effective energy saving while keeping the same quality of life
Theoretical Model:
Data Mining Techniques
IBERDROLA
Finding smart customers means…..
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Statistical Data Analysis for + 10 million supply points
TIPO %
CB+CPLANO 3,1%
CB+PI 13,1%
CB+PV 16,5%
CB+PIPV 9,9%
CM+CPLANO 1,6%
CM+PI 14,1%
CM+PV 7,5%
CM+PIPV 13,4%
CA+CPLANO 0,5%
CA+PI 10,8%
CA+PV 3,8%
CA+PIPV 5,7%
12 clusters
IBERDROLA
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EXPERIMENTAL MODEL: TELEPHONE SURVEYS
Spain climatic zones
RELEVANT ISSUES
- Geographical - Demographical (family size, living standards) - Attitudes towards energy saving- Types of energy used (gas, electricity, solar cells, …)- Number & type of home appliances
TWO DIFFERENT SURVEYS
- Residential Market
- Small Hotels & Bars
IBERDROLA
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800 REPRESENTATIVES OF DIFFERENT CLUSTERS SELECTED FOR REMOTE MEASUREMENT (Wh)
EXPERIMENTAL MODEL: Representative Load Profiles
Data analysis divided in four reports:
• Winter: finished
•Spring: finished
•Summer: in progress
•Automn: t.b.d
IBERDROLA
12 relevant customer profiles found
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Load Profiles – Winter prototypes (1)
Prototipos: INVIERNO
0,000
5000,000
10000,000
15000,000
20000,000
25000,000
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
h
Wh
1
2
3
4
5
6
7
8
9
10
11
12
IBERDROLA
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Load Profiles – Winter prototypes (2)
Prototipos
0,000
1000,000
2000,000
3000,000
4000,000
5000,000
6000,000
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
h
Wh
(azu
l)
0,000
5000,000
10000,000
15000,000
20000,000
25000,000
Wh
(ro
jo)
IBERDROLA
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Load Profiles – Spring prototypes (2)
Prototipos: PRIMAVERA
0
2000
4000
6000
8000
10000
12000
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
h
Wh
Serie1
Serie2
Serie3
Serie4
Serie5
Serie6
Serie7
Serie8
Serie9
Serie10
Serie11
Serie12
IBERDROLA
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Load Profiles – Spring prototypes (2)
Prototipos: PRIMAVERA
0
500
1000
1500
2000
2500
3000
3500
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
h
Wh
(azu
l)
0
2000
4000
6000
8000
10000
12000
Wh
(ro
jo)
IBERDROLA
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An AMM enabled meter is a telecommunication node integrated in a multi-million node telecom network… that also measures kWh
A Successful rollout means…
Standard Open and Free Protocol
Smart meters
Customers with appropiate load profiles and willingness to participate in Demand Management Policies
Smart Communications
http://www.iberdrola.com
http://www.proyectogad.com
Smart customers
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Smart meters for
smart customers
Metering Europe 2008
Session 7
Isabel Navalón