IEEE

Open Data Sets

These data are intended to be used by researchers and other professionals working in power and energy related areas and requiring data for design, development, test, and validation purposes. These data should not be used for commercial purposes.

The public data sets are permanently available in http://sites.ieee.org/pes-iss/data-sets.

Dissemination of this initiative is taking place so that the number and diversity of the published data sets increase over time and can be used as a valuable public resource for R&D activities. Your contribution for this initiative can be very important. Please disseminate and contribute; use our contact points (gecad@isep.ipp.pt; zav@isep.ipp.pt) to have all the data that can be made public published in the website.

Please check our Call for Open Data Sets.

These data sets can be used in research and development activities and the obtained results can be published in scientific publications.

Please send us your comments about the data sets and feedback on the use you’re making of them. If you use any of these data sets in your scientific publications, please don’t forget to make a reference to this web page (helping us to disseminate the initiative) and to the respective references (registered in the “sources” column of the data sets table).

We also kindly ask you to inform us about your publications that use any of these data sets so that we also include them in the dataset reference list.

 

The following tables below allow access to Data Sets for the following areas:

 

You can access some references that use some of the available data sets here

 

Consumption

The Consumption Data Sets are now available both in Excel and RDF formats.
The Data Sets have been translated to RDF, using the W3C Data Cube vocabulary. They import the SEAS (ITEA 12004) ontology, and its module for measures.

Source Short description Link Contact
Private Home 1
[Canizes, 2015]
Measurement site: Single family housing
Sampling period: 5 minutes
Start: 03-June-2011; End: 18-June-2011
Installation single-phase 5.75 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 2
[Canizes, 2015]
Measurement site: Single family housing
Sampling period: 5 minutes
Start: 16-July-2012; End: 26-July-2012
Installation three-phase 6.90 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 3
[Canizes, 2015]
Measurement site: Single family housing
Sampling period: 5 minutes
Start: 23-January-2013; End: 07-February-2013
Installation single-phase 5.75 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 4
[Canizes, 2015]
Measurement site: Single family housing
Sampling period: 5 minutes
Start: 06-January-2014; End: 30-January-2014
Installation single-phase 3.45 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 5
[Canizes, 2015]
Measurement site: Single family housing
Sampling period: 5 minutes
Start: 04-August-2011; End: 18-August-2011
Installation single-phase 6.9 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 6 Measurement site: Single family housing
Sampling period: 15 minutes
Start: 25-December-2011; End: 15-March-2013
Installation single-phase 10.35 kVA
Download as Excel zav@isep.ipp.pt
Private Home 7 Measurement site: Single student housing
Sampling period: 5 minutes
Start: 26-September-2011; End: 03-October-2011
Installation single-phase 6.9 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 8 Measurement site: Single family housing
Sampling period: 5 minutes
Start: 01-June-2012; End: 15-June-2012
Installation single-phase 3.45 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 9 Measurement site: Single family housing
Sampling period: 5 minutes
Start: 29-December-2012; End: 12-January-2013
Installation single-phase 3.45 kVA
Download as Excel
Download RDF Data Cube
zav@isep.ipp.pt
Private Home 10
[Fernandes, 2013]
Measurement site: Single family housing
Sampling period: 1 minute
Start: 01-June-2012; End: 30-June-2012
Installation single-phase 17.25 kVA
Download as Excel zav@isep.ipp.pt
Office 1
[Gomes, 2015]
Measurement site: Office
Sampling period: 10 seconds
Start: 11-July-2014; End: 17-July-2014
Installation three-phase with university contract power
Download as Excel zav@isep.ipp.pt
Office 2 Measurement site: Office
Sampling period: 5 minutes
Start: 01-November-2014; End: 30-November-2014
Installation three-phase with university contract power
Download as Excel zav@isep.ipp.pt
Office 3 Measurement site: Office
Sampling period: 10 seconds
Period: October 2014 to April 2015
Installation three-phase with university contract power
Download October 2014 as Excel
Download November 2014 as Excel
Download December 2014 as Excel
Download January 2015 as Excel
Download February 2015 as Excel
Download March 2015 as Excel
Download April 2015 as Excel
zav@isep.ipp.pt
Office 4 Measurement site: Office Building
Sampling period: 5 minutes
Start: 01-July-2016; End: 31-December-2016
Installation three-phase with university contract power
Download as Excel zav@isep.ipp.pt
Commercial 1
[Canizes, 2015]
Measurement site: Commercial bar
Sampling period: 1 minute
Start: 02-July-2014; End: 07-July-2014
Installation three-phase 27.60 kVA
Download as Excel zav@isep.ipp.pt
Refrigerator Measurement site: Refrigerator (power and sensors)
Sampling period: 5 seconds
Start: 01-May-2017; End: 15-June-2017
Download as Excel zav@isep.ipp.pt
Water Heater Measurement site: Water Heater (power and sensors)
Sampling period: 5 seconds
Start: 10-May-2017; End: 10-June-2017
Download as Excel zav@isep.ipp.pt

 

Electric Vehicles

Source Short description Link Contact
Case with 1800 EVs / GECAD
[Soares, 2013a]
[Soares, 2013b]
Database with a 24-period scenario of 1800 realistic EVs and PHEVs with a period resolution of 1 hour. The scenario represents a realistic behavior for a typical workday in a 33-bus MV sized network with 4.6MVA peak load. Download as Excel zav@isep.ipp.pt
34 EVs database / GECAD Electric Vehicles (EVs) database created by GECAD with multiple parameters that can be used in related works, i.e. impact assessment, smart grid optimization, road transport simulation, etc. Download as Excel zav@isep.ipp.pt

 

Power Quality

Source Short description Link Contact
Laboratorial Essays of Polypropylene and All-film Power Capacitors
[Spavieri, 2017]
Database with 1380 files of current, voltage and active power measurements (a total of 460 laboratorial essays). These signals represent the real behaviour of polypropylene and all-film power capacitors under the influence of harmonic voltages. All voltage waveforms were configured in accordance with the IEEE, IEC and PRODIST (Brazilian) standards, relating to the harmonic limits. Download as Zip ricardo.asf@ufscar.br

 

PV Generation

Source Short description Link Contact
PV GECAD LASIE
[Ramos, 2012a]
[Ramos, 2012b]
Database from the GECAD PV system
Sampling period: 5 minutes
Period: 2013
Download January as Excel
Download February as Excel
Download March as Excel
Download April as Excel
Download May as Excel
Download June as Excel
Download July as Excel
Download August as Excel
Download September as Excel
Download October as Excel
Download November as Excel
Download December as Excel
zav@isep.ipp.pt
PV data Enerq-USP / Southeast of Brazil
[Fernandes, 2016]
Measurement site: Petrolina FV1 – Enerq/USP PV system profile
Sampling period: 5 minutes
Start: 01 – December – 2013; End: 10 – December – 2013
Season: Summer (Southeast of Brazil)
Start: 01 – June – 2014; End: 10 – June – 2014
Season: Winter (Southeast of Brazil)
Download Summer as Excel
Download Winter as Excel
nelsonk@pea.usp.br
PV GECAD N Measurement site: Photovoltaic Generation
Sampling period: 1 minute
Start: 27-July-2016; End: 16-November-2016
Installation 10 kW
Download as Excel zav@isep.ipp.pt

 

Reliability

Source Short description Link Contact
IEEE Reliability 24 bus / GECAD
[Canizes, 2011]
[Canizes, 2012]
Complete fault database (10 years data – 2000 to 2009) for realiabilty test system 24 bus Download as Excel zav@isep.ipp.pt

 

Weather Data

Source Short description Link Contact
National Solar Radiation Data Base 1961-1990 (NSRDB) NSRDB contains 30 years of solar radiation and supplementary meteorological data from 237 NWS sites in the U.S., plus sites in Guam and Puerto Rico. NSRDB website Site Webmaster
NREL wind speed
[Pinto, 2012]
[Pinto, 2014]
[Ramos, 2011]
Database from the National Wind Technology – National Renewable Energy Laboratory (M2 Tower, latitude: 39° 54′ 38.34″ North; Longitude: 105° 14′ 5.28″ West; Elevation: 1855 meters AMSL)Sampling period: 5 minutes
Start: January-2008; End: December-2012
Download as Excel zav@isep.ipp.pt
Weather data / Porto, Portugal Measurement site: Weather Station ISEP/IPP
Sampling period: 5 minutes
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – January – 2015; End: 31 – May – 2015
Download as Excel zav@isep.ipp.pt
Weather data / Porto, Portugal Measurement site: Weather Station ISEP/IPP
Sampling period: 5 minutes
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – January – 2016; End: 31 – December – 2016
Download as Excel zav@isep.ipp.pt
Weather data / South of Brazil
[Abreu, 2000]
Measurement site: Horizon at station Florianopolis
Sampling period: 1 hour
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – January – 2000; End: 31 – January – 2000
Season: Summer (South of Brazil)
Start: 01 – July – 2000; End: 31 – July – 2000
Season: Winter (South of Brazil)
Download January as Excel
Download July as Excel
abreu@ifsc.edu.br
Weather 1 / South of Brazil Measurement site: Sao Martinho da Serra
Sampling period: 1 minute
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – July – 2014; End: 31 – July – 2014
Season: Winter (South of Brazil)
Start: 01 – January – 2015; End: 31 – January – 2015
Season: Summer (South of Brazil)
Download July 2014 as Excel
Download January 2015 as Excel
sonda@inpe.br
Weather 2 / Midwest of Brazil Measurement site: Brasilia station
Sampling period: 1 minute
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – July – 2014; End: 31 – July – 2014
Season: Winter (Midwest of Brazil)
Start: 01 – January – 2015; End: 31 – January – 2015
Season: Summer (Midwest of Brazil)
Download July 2014 as Excel
Download January 2015 as Excel
sonda@inpe.br
Weather 3 / Northeast of Brazil Measurement site: Petrolina station
Sampling period: 1 minute
Data: Solar radiation, Temperature, Humidity, Wind
Start: 01 – July – 2014; End: 31 – July – 2014
Season: Winter (Northeast of Brazil)
Start: 01 – January – 2015; End: 31 – January – 2015
Season: Summer (Northeast of Brazil)
Download July 2014 as Excel
Download January 2015 as Excel
sonda@inpe.br

 

Wind Based Generation

Source Short description Link Contact
GECAD wind speed
[Ramos, 2013]
The data-base includes the values of the wind speed, recorded with time intervals of 10 minutes during the entire year of 2011. Download as Excel zav@isep.ipp.pt

 

General Energy Data

Source Short description Link Contact
Energy | European Union Open Data Portal Multiple open datasets in the energy domain, made available by the institutions and other bodies of the European Union (EU). Data are free for you to use and reuse for commercial or non-commercial purposes. Website Contact
Non-intrusive Appliance Load Monitoring (NIALM) Public data sets on household energy consumption data into individual appliances, also known as Non-intrusive Appliance Load Monitoring (NIALM) or energy disaggregation. Website matthias.stifter@ait.ac.at

 

References mentioned in the Data Sets tables above

DM References Organization

References
[Abreu, 2000] Samuel L. Abreu, Sergio Colle, Anand P. Almeida, Sylvio L. M. Neto
Qualificação e Recuperação de Dados de Radiação Solar Medidos em Florianópolis – SC
8th Brazilian Congress of Thermal Engineering and Sciences
Porto Alegre, Brazil, 2000
[Canizes, 2011] Bruno Canizes, Zita Vale, João Soares, Hussein Khodr
Fuzzy Monte Carlo Mathematical Model for Load Curtailment Minimization in Transmission Power Systems
17th Power Systems Computation Conference (PSCC 2011)
Stockholm, Sweden
August 22 – 26, 2011
http://hdl.handle.net/10400.22/1422
[Canizes, 2012] Bruno Canizes, João Soares, Zita Vale, Hussein Khodr
Hybrid Fuzzy Monte Carlo Technique for Reliability Assessment in Transmission Power Systems
Energy, vol. 45, no. 1, pp. 1007-1017,
September 2012
doi: 10.1016/j.energy.2012.06.049
Accession Number: WOS: 000309243700108
[Canizes, 2015] Bruno Canizes, Marco Silva, Pedro Faria, Sergio Ramos, Zita Vale
Resource Scheduling in Residential Microgrids Considering Energy Selling to External Players
Clemson University Power Systems Conference 2015 (PSC 2015), Madren Conference Center
Clemson, South Carolina, USA
10-13 March, 2015
doi: 10.1109/PSC.2015.7101700
[Fernandes, 2013] Filipe Fernandes, Hugo Morais, Pedro Faria, Zita Vale, Carlos Ramos
SCADA House Intelligent Management for Energy Efficiency Analysis in Domestic Consumers
2013 IEEE PES Conference on Innovative Smart Grid Technologies (ISGT Latin America 2013)
São Paulo, Brazil
15-17 April, 2013
doi: 10.1109/ISGT-LA.2013.6554494
[Fernandes, 2016] Filipe Fernandes, Hugo Morais, Valdomiro V. Garcia, Luis Gomes, Zita Vale and Nelson Kagan
Dynamic loads and micro-generation method for a House Management System
2016 Clemson University Power Systems Conference (PSC)
Clemson, SC, USA, 2016
doi: 10.1109/PSC.2016.7462829
[Gomes, 2015] Luis Gomes, Filipe Fernandes, Pedro Faria, Marco Silva, Zita Vale, Carlos Ramos
Contextual and Environmental Awareness Laboratory for Energy Consumption Management
Clemson University Power Systems Conference 2015 (PSC 2015), Madren Conference Center
Clemson, South Carolina, USA
10-13 March, 2015
doi: 10.1109/PSC.2015.7101678
[Pinto, 2012] Tiago Pinto, João Soares, Sérgio Ramos, Zita Vale
Very Short-term Wind Forecasting to Support VPP Operation
11th Wind Integration Workshop
Lisbon, Portugal
12-13 November 2012
[Pinto, 2014] Tiago Pinto, Sergio Ramos, Tiago Sousa, Zita Vale
Short-term Wind Speed Forecasting using Support Vector Machines
IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014)
Orland, Florida, USA
9-12 December 2014
[Ramos, 2011] Sérgio Ramos, J. P. Soares, Zita Vale, Hugo Morais
A data-mining-based methodology for wind forecasting
ISAP 2011 – 16th International Conference on Intelligent System Application to Power Systems, IEEE
Hersonissos, Crete, Greece
25-28 September 2011
[Ramos, 2012a] Sérgio Ramos, Sónia F. Pinto, João J. Santana
Development of a Solar Cell Model Using PSCAD
2nd International Workshop on Integration of Solar Power into Power Systems
12-13 November 2012
[Ramos, 2012b] Sérgio Ramos, Marco Silva, Filipe Fernandes, Zita Valea
Modelling Real Solar Cell using PSCAD/MATLAB
2nd International of Solar Power into Power Systems (SIW12)
Lisboa, Portugal, 13-15 November, 2012
http://hdl.handle.net/10400.22/1441
[Ramos, 2013] Sérgio Ramos, João Soares, Tiago Pinto, Zita Vale
Short-term Wind Forecasting to Support Virtual Power Player Operation
EWEA Annual Event 2013 (EWEA 2013)
Vienna, Austria, 4-7 Fevereiro, 2013
[Soares, 2013a] João Soares, Zita Vale, Bruno Canizes, Hugo Morais
Multi-objective Parallel Particle Swarm Optimization for Day-ahead Vehicle-To-Grid Scheduling
CIASG 2013 – Computational Intelligence Applications in Smart Grid (CIASG) at the IEEE SSCI 2013 (IEEE Symposium Series on Computational Intelligence)
Singapura, 15-19 Abril, 2013
doi: 10.1109/CIASG.2013.6611510
[Soares, 2013b] João Soares, Zita Vale, Hugo Morais
Decision support tool for Virtual Power Players: Hybrid Particle Swarm Optimization applied to Day-ahead Vehicle-To-Grid Scheduling
ISAP 2013 – 17th International Conference on Intelligent System Applications to Power Systems
Tóquio, Japão, 01-04 Julho, 2013
[Spavieri, 2017] Guilherme Spavieri, Ricardo T.M. Ferreira, Ricardo A.S. Fernandes, Guilherme G. Lage, Daniel Barbosa, Mário Oleskovicz
Particle Swarm Optimization-based approach for parameterization of power capacitor models fed by harmonic voltages
Applied Soft Computing, vol. 56, pp. 55 – 64,
Julho, 2017
doi: 10.1016/j.asoc.2017.02.017