undefined

Backbone: An adaptable energy systems modelling framework

Year of publication

2019

Authors

Helistö, Niina; Kiviluoma, Juha; Ikäheimo, Jussi; Rasku, Topi; Rinne, Erkka; O'Dwyer, Ciara; Li, Ran; Flynn, Damian

Abstract

Backbone represents a highly adaptable energy systems modelling framework, which can be utilised to create models for studying the design and operation of energy systems, both from investment planning and scheduling perspectives. It includes a wide range of features and constraints, such as stochastic parameters, multiple reserve products, energy storage units, controlled and uncontrolled energy transfers, and, most significantly, multiple energy sectors. The formulation is based on mixed-integer programming and takes into account unit commitment decisions for power plants and other energy conversion facilities. Both high-level large-scale systems and fully detailed smaller-scale systems can be appropriately modelled. The framework has been implemented as the open-source Backbone modelling tool using General Algebraic Modeling System (GAMS). An application of the framework is demonstrated using a power system example, and Backbone is shown to produce results comparable to a commercial tool. However, the adaptability of Backbone further enables the creation and solution of energy systems models relatively easily for many different purposes and thus it improves on the available methodologies.
Show more

Organizations and authors

VTT Technical Research Centre of Finland Ltd

Rinne Erkka

Kiviluoma Juha Orcid -palvelun logo

Ikäheimo Jussi Orcid -palvelun logo

Helistö Niina Orcid -palvelun logo

Rasku Topi Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal/Series

Energies

Volume

12

Issue

17

Article number

3388

​Publication forum

55244

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

No

Article processing fee (EUR)

1491

Year of payment for the open publication fee

2019

Other information

Fields of science

Electronic, automation and communications engineering, electronics; Mechanical engineering; Materials engineering

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Identified topic

[object Object]

Language

English

International co-publication

Yes

Co-publication with a company

No

DOI

10.3390/en12173388

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes