Developing a Modelling Platform for Low-Carbon Transition Pathways in Europe

 
This project has received funding from the European Union’s Horizon 2020
research and innovation programme under grant agreement No. 835896
 
A common nomenclature
for assessing low-carbon
transition pathways in Europe
and tools supporting an integrated modelling platform
 
Video-Poster at the Energy Modelling Platform for Europe (EMP-E) 2020
 
This presentation and the recording are licensed under
a 
Creative Commons Attribution 4.0 International License
 
Daniel Huppmann, Sandrine Charousset, Erik Francisco Álvarez Quispe,
Sebastian Zwickl-Bernhard, Thorsten Burandt, Volker Krey,
and the openENTRANCE consortium
 
The openENTRANCE project aims at developing
a 
transparent & integrated modelling platform
for assessing low-carbon transition pathways in Europe.
The project links 
macro-economic & energy system models
,
and provides 
economic & human behavioural data
relevant for understanding the energy transition.
The 
IIASA Scenario Explorer 
infrastructure
serves as a central data hub to integrate
models across spatial & sectoral scales.
Aim: a modelling platform for the European energy transition
2
 
The 
IIASA Scenario Explorer 
was developed
to provide access to the quantitative data
supporting the IPCC 
Special Report on
Global Warming of 1.5° C.
 It is now
further expanded into a versatile
hub for model integration
and data comparison.
software.ene.iiasa.ac.at/ixmp-server/
 
Three ingredients to connect models via a central data hub:
1.
A common data format
We adapt the format developed by the 
Integrated Assessment Modeling Consortium (IAMC)
used by the IPCC WG III and numerous Horizon 2020 & other projects.
 
 
 
In 
openENTRANCE
, we extend the format
to work with subannual time resolution.
 
The key components for model integration (1/3)
 
3
 
2.
A common nomenclature (naming conventions, definitions, list of regions)
We need a 
common understanding 
across all modelling teams on the naming
of key variables, regional (dis)aggregation and temporal resolution
We started a 
collaborative process 
on GitHub
to facilitate an open discussion and a clear history of changes.
The nomenclature is implemented as 
yaml-format dictionary files
to strike a balance between (human) readability vs. (machine) processability.
Final Energy
:
description
: Total final energy consumption by all end-use sectors and all fuels,
  excluding transmission/distribution losses
unit
: EJ/yr
Link to the Github repo: 
github.com/openENTRANCE/nomenclature
 
The key components for model integration (2/3)
 
4
 
3.
Shared workflow scripts, processing tools, and analysis/visualization packages
The nomenclature comes with a simple, installable Python package
providing 
validation tools and utility functions
for conforming to the common data format and definitions
 
The openENTRANCE data format can fully utilize
the open-source Python package 
pyam
for scenario processing, analysis & visualization
More information: 
pyam-iamc.readthedocs.io
 
Note: the Python packages are intended as a useful resource for modelling teams,
but it is 
not mandatory 
that they are used in the openENTRANCE project!
 
The key components for model integration (3/3)
 
5
 
Dr. Daniel Huppmann
Research Scholar – IIASA Energy Program
www.iiasa.ac.at/staff/huppmann
 | 
huppmann@iiasa.ac.at
@daniel_huppmann
 
6
 
This presentation is licensed under
a 
Creative Commons Attribution 4.0 International License
 
Related event at EMP-E
 
Join the 
EMP-E 2020 
Focus Group 5
on infrastructure for model integration
and open science (Thursday Oct 8)
co-organized with our partner projects
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This project focuses on creating a transparent and integrated modelling platform for assessing low-carbon transition pathways in Europe. Key components include a common data format, a common nomenclature, and model integration via a central data hub. The aim is to facilitate understanding of the energy transition and support comparisons of data across spatial and sectoral scales.

  • Modelling Platform
  • Low-Carbon Transition
  • Europe
  • Integrated Assessment
  • Energy Transition

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  1. A common nomenclature for assessing low-carbon transition pathways in Europe and tools supporting an integrated modelling platform Daniel Huppmann, Sandrine Charousset, Erik Francisco lvarez Quispe, Sebastian Zwickl-Bernhard, Thorsten Burandt, Volker Krey, and the openENTRANCE consortium Video-Poster at the Energy Modelling Platform for Europe (EMP-E) 2020 This project has received funding from the European Union s Horizon 2020 research and innovation programme under grant agreement No. 835896 This presentation and the recording are licensed under a Creative Commons Attribution 4.0 International License

  2. Aim: a modelling platform for the European energy transition The openENTRANCE project aims at developing a transparent & integrated modelling platform for assessing low-carbon transition pathways in Europe. The IIASA Scenario Explorer was developed to provide access to the quantitative data supporting the IPCC Special Report on Global Warming of 1.5 C. It is now further expanded into a versatile hub for model integration The project links macro-economic & energy system models, and provides economic & human behavioural data relevant for understanding the energy transition. and data comparison. software.ene.iiasa.ac.at/ixmp-server/ The IIASA Scenario Explorer infrastructure serves as a central data hub to integrate models across spatial & sectoral scales. 2

  3. The key components for model integration (1/3) Three ingredients to connect models via a central data hub: 1. A common data format We adapt the format developed by the Integrated Assessment used by the IPCC WG III and numerous Horizon 2020 & other projects. Integrated Assessment Modeling Modeling Consortium (IAMC) Consortium (IAMC) A B C D E F 2015 G 2020 H 2025 Model Scenario Region Variable Unit 1 69.9 65.7 GENeSYS-MOD Societal Commitment Europe Primary Energy EJ/y ... 2 In openENTRANCE openENTRANCE, we extend the format to work with subannual time resolution. 3

  4. The key components for model integration (2/3) 2. A common nomenclature (naming conventions, definitions, list of regions) We need a common understanding common understanding across all modelling teams on the naming of key variables, regional (dis)aggregation and temporal resolution We started a collaborative process collaborative process on GitHub to facilitate an open discussion and a clear history of changes. The nomenclature is implemented as yaml yaml- -format dictionary files to strike a balance between (human) readability vs. (machine) processability. format dictionary files Final Energy: description: Total final energy consumption by all end-use sectors and all fuels, excluding transmission/distribution losses unit: EJ/yr Link to the Github repo: github.com/openENTRANCE/nomenclature 4

  5. The key components for model integration (3/3) 3. Shared workflow scripts, processing tools, and analysis/visualization packages The nomenclature comes with a simple, installable Python package providing validation tools and utility functions validation tools and utility functions for conforming to the common data format and definitions The openENTRANCE data format can fully utilize the open-source Python package pyam for scenario processing, analysis & visualization pyam More information: pyam-iamc.readthedocs.io Note: the Python packages are intended as a useful resource for modelling teams, but it is not mandatory not mandatory that they are used in the openENTRANCE project! 5

  6. Related event at EMP-E Join the EMP on infrastructure for model integration and open science (Thursday Oct 8) co-organized with our partner projects EMP- -E 2020 E 2020 Focus Group 5 Dr. Daniel Huppmann Research Scholar IIASA Energy Program www.iiasa.ac.at/staff/huppmann | huppmann@iiasa.ac.at @daniel_huppmann This presentation is licensed under a Creative Commons Attribution 4.0 International License 6

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