ENTSO-E Hydropower modelling data (PECD) in CSV format

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 capacities
• PECD-hydro-weekly-inflows.csv: weekly inflows for reservoir and open-loop pumping
• PECD-hydro-daily-ror-generation.csv: daily run-of-river generation
• PECD-hydro-weekly-reservoir-min-max-generation.csv: minimum and maximum weekly reservoir generation
• PECD-hydro-weekly-reservoir-min-max-levels.csv: weekly minimum and maximum reservoir levels

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

Minimum/Maximum reservoir levels

The file PECD-hydro-weekly-reservoir-min-max-levels.csv contains the minimum/maximum reservoir levels at beginning of each week (scaled coefficient from 0 to 1). 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

[2020/07/17] Added maximum generation for the reservoir