nemed 0.1.1

NEM Emissions Data tool

NEMED

NEMED[^1], or NEM Emissions Data, is a python package to retrieve and process historical emissions data of the National Electricity Market (NEM), produced by datasets published by the Australian Energy Market Operator (AEMO).

[^1]: Not to be confused with "Nemed", "Nimeth" of the Irish legend, who was the leader of the third group of people to settle in Ireland.

Installation

pip install nemed

Introduction

This tool is designed to allow users to retrieve historical NEM emissions data, both total and average emissions (intensity index) metrics, as well as marginal emissions, for any dispatch interval or aggregations thereof. Although data is published by AEMO via the Carbon Dioxide Equivalent Intensity Index (CDEII) Procedure this only reflects a daily summary by region of total and average emissions.

How does NEMED calculate emissions?

Total and Average Emissions are computed by extracting 5-minute dispatch interval data for each generator in the NEM for respective regions, mapping this data to reported CO2-equivalent emissions intensity metrics per unit (generator)-level, and returning the corresponding emissions: total emissions(kg CO2-e), or average emissions, also referred to as, emisssions intensity (kg CO2-e/MWh) per interval.

Note: The current version of NEMED only considers unit (generator)-level emissions intensity metrics (kg/MWh) from (AEMO's Input Assumptions & Scenario Report (IASR) 2021-22)

See more on IASR.

Marginal Emissions are computed by extracting the marginally dispatched generators from AEMO's Price Setter files, mapping emissions intensity metrics mentioned above and hence computing marginal emissions (kg CO2-e/MWh).

How accurate is NEMED?

A benchmark example of total and average emissions provides a comparison between AEMO's daily CDEII reported emissions figures and NEMED's emissions figures which have been aggregated from a dispatch-interval resolution to a daily basis.

Usage

Examples

Examples can be found in NEMED's documentation.

Contributing

Interested in contributing? Check out the contributing guidelines, which also includes steps to install NEMED for development.

Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.

License

NEMED was created by Declan Heim and Shayan Naderi. It is licensed under the terms of the BSD 3-Clause license.

Credits

This template was created using the UNSW CEEM template. It also adopts functionality from sister tools including NEMOSIS and NEMPY.