Evidence map›Paper›PMID 41315408›Full record

ArticleScientific data2025

Longitudinal Dataset of Net-load, PV Production and Solar Irradiation from Madeira Island, Portugal.

Lucas Pereira, Diogo Monteiro, Frederick Apina, Sabrina Scuri, Mary Barreto, Filipe Quintal, Hugo Morais

Abstract read
In one paragraph

Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lucas PereiraInteractive Technologies Institute, LARSyS, 1049-001, Lisbon, Portugal. lucas.pereira@tecnico.ulisboa.pt.ORCID http://orcid.org/0000-0002-9110-8775
Diogo MonteiroInstituto Superior Técnico (IST), University of Lisbon, 1049-001, Lisbon, Portugal.
Frederick ApinaInteractive Technologies Institute, LARSyS, 1049-001, Lisbon, Portugal.
Sabrina ScuriInteractive Technologies Institute, LARSyS, 1049-001, Lisbon, Portugal.
Mary BarretoInteractive Technologies Institute, LARSyS, 1049-001, Lisbon, Portugal.
Filipe QuintalInteractive Technologies Institute, LARSyS, 1049-001, Lisbon, Portugal.ORCID http://orcid.org/0000-0002-3525-142X
Hugo MoraisInstituto Superior Técnico (IST), University of Lisbon, 1049-001, Lisbon, Portugal.ORCID http://orcid.org/0000-0001-5906-4744

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper presents the PTProsumer dataset, a high-resolution dataset of photovoltaic (PV) production and net-load measurements collected from 24 prosumers - entities that both produce and consume electricity, including households and small commercial buildings - on Madeira Island, Portugal. The dataset covers monitoring periods ranging from 3 months to 5 years, with measurements sampled at a 1-second resolution, resulting in approximately 3.89 billion data points. PV production and electricity consumption are provided as separate signals, enabling detailed analysis of local energy flows. The dataset also includes 1-minute resolution solar irradiation estimates from the Copernicus Atmosphere Monitoring Service. Files are provided in CSV format, organized by year, and are accompanied by a public code repository with examples for data processing. This dataset supports research in forecasting, flexibility management, grid resilience, and energy community modeling, contributing to the growing need for open-access, long-term energy datasets.

Identifiers

PMID41315408
PMCPMC12675649

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.