ENTSO-E Hydropower modelling data (PECD) in CSV format
Creators
Description
PECD Hydro modelling
This repository contains a more user-friendly version of the Hydro modelling data
released by ENTSO-E with their latest Seasonal Outlook.
The original URLs:
- The zipped file: https://eepublicdownloads.blob.core.windows.net/public-cdn-container/clean-documents/sdc-documents/seasonal/SOR2020/data/Hydro.zip
- The documentation file (v 1.0): https://eepublicdownloads.blob.core.windows.net/public-cdn-container/clean-documents/sdc-documents/MAF/2019/Hydropower_Modelling_New_database_and_methodology.pdf
The original ENTSO-E hydropower dataset integrates the PECD (Pan-European Climate Database) released for the MAF 2019
As I did for the wind & solar data, the datasets released in this repository are only a more user- and machine-readable version of the original Excel files. As avid user of ENTSO-E data, with this repository I want to share my data wrangling efforts to make this dataset more accessible.
Data description
The zipped file contains 86 Excel files, two different files for each ENTSO-E zone.
In this repository you can find 6 CSV files:
PECD-hydro-capacities.csv
: installed capacitiesPECD-hydro-weekly-inflows.csv
: weekly inflows for reservoir and open-loop pumpingPECD-hydro-daily-ror-generation.csv
: daily run-of-river generationPECD-hydro-weekly-reservoir-min-max-generation.csv
: minimum and maximum weekly reservoir generationPECD-hydro-weekly-reservoir-levels.csv
: weekly reservoir levelsPECD-hydro-weekly-reservoir-min-max-uniform-levels.csv
: weekly minimum and maximum reservoir levels to use outside the climate years
Capacities
The file PECD-hydro-capacities.csv
contains: run of river capacity (MW) and storage capacity (GWh), reservoir plants capacity (MW) and storage capacity (GWh), closed-loop pumping/turbining (MW) and storage capacity and open-loop pumping/turbining (MW) and storage capacity. The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Run-of-River and pondage
, rows from 5 to 7, columns from 2 to 5 - sheet
Reservoir
, rows from 5 to 7, columns from 1 to 3 - sheet
Pump storage - Open Loop
, rows from 5 to 7, columns from 1 to 3 - sheet
Pump storage - Closed Loop
, rows from 5 to 7, columns from 1 to 3
Inflows
The file PECD-hydro-weekly-inflows.csv
contains the weekly inflow (GWh) for the climatic years 1982-2017 for reservoir plants and open-loop pumping. The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Reservoir
, rows from 13 to 66, columns from 16 to 51 - sheet
Pump storage - Open Loop
, rows from 13 to 66, columns from 16 to 51
Daily run-of-river
The file PECD-hydro-daily-ror-generation.csv
contains the daily run-of-river generation (GWh). The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Run-of-River and pondage
, rows from 13 to 378, columns from 15 to 51
Miminum and maximum reservoir generation
The file PECD-hydro-weekly-reservoir-min-max-generation.csv
contains the minimum and maximum generation (MW, weekly) for reservoir-based plants for the climatic years 1982-2017. The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Reservoir
, rows from 13 to 66, columns from 196 to 231 - sheet
Reservoir
, rows from 13 to 66, columns from 232 to 267
Reservoir levels
The file PECD-hydro-weekly-reservoir-levels.csv
contains the minimum, maximum and the exact reservoir levels at beginning of each week (scaled coefficient from 0 to 1) for each climate year. The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Reservoir
, rows from 13 to 66, column 340 to 375 - sheet
Reservoir
, rows from 13 to 66, column 376 to 411 - sheet
Reservoir
, rows from 13 to 66, column 412 to 447
Reservoir levels
The file PECD-hydro-weekly-reservoir-min-max-uniform-levels.csv
contains the minimum, maximum and the exact reservoir levels at beginning of each week (scaled coefficient from 0 to 1). The number are supposed to be used when climate years cannot be used (e.g. outside the range 1982-2017). The data is extracted from the Excel files with the name starting with PEMM
from the following sections:
- sheet
Reservoir
, rows from 14 to 66, column 12 - sheet
Reservoir
, rows from 14 to 66, column 13
CHANGELOG
[2020/08/14] Added missing inflows for some countries (including Norway)
[2020/07/20] The old reservoir levels have been renamed 'uniform' consisting with the PECD source data. Added min, max and exact levels
[2020/07/17] Added maximum generation for the reservoir
Files
PECD-hydro-capacities.csv
Files
(20.6 MB)
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Additional details
Related works
- Cites
- Dataset: 10.5281/zenodo.3702418 (DOI)