Datasets
Standard Dataset
Real-life Power Quality Transients
- Citation Author(s):
- Olivia Florencias-Oliveros, M. J. Espinosa-Gavira, J. J. González-de-la-Rosa, A. Agüera-Pérez, J. C. P. Salas, J. M. Sierra-Fernández
- Submitted by:
- Juan Jose Gonza...
- Last updated:
- Thu, 11/08/2018 - 10:34
- DOI:
- 10.21227/H2Q30W
- Data Format:
- Links:
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Abstract
The aim of the database consists of providing the researchers with a collection of power quality real-life impulsive events to test experiments and measurement instruments. The dataset provides signals recordings from the power network of the University of Cádiz during the last five years (electrical network according to the UNE-EN-50160: 2011).
The dataset offers a diversity of real impulsive events, which are specifically acquired in order to test Power Quality Instruments according to the UNE-IEC 61000-4-11: 2005.
The signals have been designed from the basis of representative single-isolated events for a 50-Hz network with a sampling frequency of 20 kHz (400 samples per cycle).
The real-life signals, with a duration of less than 3 seconds reveal different impulsive events. This PQ transients affect the sensitive equipment, may reset industrial control systems and also produce failures in motors and equipment outages, with the subsequent performance degradation. Consequently, the signals are helpful in order to test the performance of the instruments.
The dataset is used as the experimental analysis subject of the interdisciplinary project TEC2016− 77632 − C3 − 3 – R 358 - COntrol and Management of Isolable NanoGrids: Smart Instruments for Solar forecasting and Energy Monitoring (COMING-SISEM), supported by the Spanish Ministry of Economy, Industry and Competitiveness in the work flow of the State Plan of Excellency and Challenges for Research (https://www.researchgate.net/project/COntrol-and-Management-of-Isolable-NanoGrids-Smart-Instruments-for-Solar-Forecasting-and-Energy-Monitoring-COMING-SISEM-TEC2016-77632-C3-3-R). The project involves the development of new measurement techniques applied to monitor the Power Quality in micro-grids.
References power quality
[1] Juan-José González de la Rosa, A. Agüera-Pérez, J. C. P. Salas, J. M. Sierra-Fernández, A. Moreno-Muñoz, A novel virtual instrument for power quality surveillance based in higher-order statistics and case-based reasoning, Measurement (Ed. Elsevier) 45 (Issue 7) (2012) 18241835. https://doi.org/10.1016/j.measurement.2012.03.036
[2] Agustín Agüera-Pérez a, José Carlos Palomares-Salas, Juan-José González-de-la-Rosa José María Sierra-Fernández, Daniel Ayora-Sedeño, Antonio Moreno-Muñoz. Characterization of electrical sags and swells using higher-order statistical estimators. Measurement (Ed. Elsevier) 44 (2011) 1453–1460. ISSN 02632241. https://doi.org/10.1016/j.measurement.2011.05.014
[3] Olivia Florencias-Oliveros, Agustín Agüera-Pérez, Juan-José González de la Rosa, José-Carlos Palomares-Salas, José-María Sierra-Fernández. A novel instrument for power quality monitoring based in higher-order statistics: a dynamic triggering index for the smart grid. RE&PQJ-15, ISSN 2172-038 X, No.15 April 2017. https://doi.org/10.24084/repqj15.212
[4] J.M. Sierra-Fernández, Juan-José González de la Rosa, A. Agüera-Pérez, J.C. Palomares Salas, O. Florencias- Oliveros. Evaluation of a new Power Quality index, based in Higher Order Statistics. RE&PQJ-15, ISSN 2172-038 X, No.15 April 2017. https://doi.org/10.24084/repqj15.210
In order to facilitate download the registers, we group the signals in a ZIP file:
· Impulsive events.zip [8.2 MB]
The registers are identified according their characteristics: type of event, date and time. Each folder related to voltage characteristics has a file identifier as META.txt, which contains the sampling frequency. For each recording a txt file and a jpg image have been added, for an easier
Comments
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Best Regards
Jicheng
Dear M.R.Alam,
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Thanks!
Best Regards
Nan
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Thanks!
Best Regards
WangYuan
Dear M.R.Alam,
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Best Regards
Wei Kai
Hi,
I need the dataset to download for my thesis, would you please provide it for me?
Thanks in advance!
Hi,
I am doing my master thesis on PQ noise analysis and this datasheet looks very related and useful. Since I do not have access to the dataset, would you please share it with me or send to ali12af@gmail.com? I would highly appreciate if you could send me the related Matlab scrips if you have.
Thanks in advance,
Jan
Dear M.R.Alam,
i want to download, your data to test my Algorithm. Could you supply it for me?
Thanks!
xie