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Synthetic Dataset for Photovoltaic Plants

This synthetic dataset was generated using Gaussian Copula Synthesizer, based on real data from three different photovoltaic plants. The dataset is structured to preserve the statistical characteristics of the original data while ensuring anonymization and non-traceability to actual data. Dataset Structure The dataset contains 31,537 synthetic rows for each plant, with the corresponding measurements for individual inverters. Each plant has a different number of inverters, and while the column names vary for each plant, they include similar information regarding the following key variables: - Current, voltage, and power (both upstream and downstream of inverters) - Environmental and meteorological data (irradiance, temperature) - Operational status of inverters (e.g., stopped or running) Additional Contents In addition to the synthetic data, the dataset includes: - Metadata for each plant, detailing the parameters used by the Gaussian Copula Synthesizer for data generation. - A time-trend plot of the Grid current downstream of an inverter for each plant, useful for analyzing the variation of grid current over time. - A detailed legend of the columns for each plant, enabling correct interpretation of the dataset variables. This dataset is valuable for statistical analysis, machine learning, and simulations in the field of renewable energy, without relying on real sensitive data.

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Personal Data Attributes

Description: Personal Data related Information

Field Value
Anonymised No
ChildrenData No
Cross Border Authorised Yes
Data Protection Impact Assessment (if Sensitive Data) No
General Data Yes
Non Personal Data Explanation (if not Personal Data) synthetic data of photovoltaic systems
Personal Data No
Personal data was manifestly made public by the data subject No
Sensitive Data No
Additional Info
Field Value
Accessibility Both
Basic rights Download
Creation Date 2025-03-04 09:00
Creator Pollacci, Laura, laura.pollacci@unipi.it, orcid.org/0000-0001-9914-1943
Data sharing agreement yes
Dataset Citation L. Pollacci, “Synthetic Dataset of Photovoltaic Systems” Dataset, 2025. [Dataset].
Field/Scope of use Non-commercial research only
Group Sustainable Cities for Citizens
License term 2025-03-04 09:00/2030-06-04 10:00
Processing Degree Secondary
SoBigData Node SoBigData IT
SoBigData Node SoBigData EU
Sublicense rights No
Territory of use World Wide
Thematic Cluster Other
system:type Dataset
Management Info
Field Value
Author Pollacci Laura
Maintainer Pollacci Laura
Version 1
Last Updated 4 March 2025, 13:33 (CET)
Created 4 March 2025, 10:29 (CET)