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Table · dataset · 2026

Source data and code for "Thermal memory shifts wind-power losses from hot days to cool nights"

Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.33941923.v4

Description

<p dir="ltr">Aggregated source data, analysis code and figures for a study of what extreme heat does to wind and solar power in the Algerian Sahara.</p><p dir="ltr">The study analyses two operating records: 15-minute SCADA from the twelve 850 kW turbines of the Kabertene wind farm near Adrar (October 2014 to December 2015) and 30-minute plant records from the 30 MW El Hadjira photovoltaic plant in Ouargla province (345 days of 2021).

Sensed temperatures reached 50.2 and 49.8 degrees Celsius respectively.</p><p dir="ltr">The deposit contains 37 tidy CSV files, one per figure panel or table, holding every number behind every display item in the paper; the full Python analysis pipeline; and a single script that regenerates all eleven figures from the deposited CSV files alone, with no access to the raw records and no network connection. It also contains a synthetic wind farm on which the paper's estimator can be run end to end, with a known planted loss, so that the method can be checked without the operator's records.</p><p dir="ltr">The raw SCADA records are the property of the plant operator, SKTM (Sonelgaz group), and are not redistributed here.

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Requests should be addressed to the corresponding author, who will forward them to the operator. A record-level tier of the dataset is prepared and described in the documentation, and will be added as a new version if the operator's written permission is obtained.</p><p dir="ltr">Reproduce the figures with: python3 code/a15_figures_from_source_data.py</p><p dir="ltr">Requires Python 3.11 with numpy, pandas, matplotlib and pyshp.</p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Electrical engineering 70% · Tabular 65%
Provenance · 2 source records, 32 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/339419234 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/339419234 d agoJSON v1
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