LAPSE:2025.0284v1
Published Article

LAPSE:2025.0284v1
Energy system modelling for studying flexibility on industrial sites
June 27, 2025
Abstract
With an increasing share of non-dispatchable renewable energy sources in the European grid, energy flexibility will be key for the industrial sector to support the green transition. The EU-project Flex4Fact aims at finding solutions for energy and process flexibility for industry, using SINTEFs open-source energy system model EnergyModelsX to quantify the potential benefits. This work presents some extensions done in EnergyModelsX, denoted as EnergyModelsFlex, to accommodate energy and industrial flexibility, adding new functionalities to assist with industrial flexibility potential. The extended EnergyModelsX model is described and demonstrated through two case studies in the plastic and polymeric products manufacturing sector to evaluate their potential for increasing renewable generation and flexibility. The first use case, being energy intensive, consumes both natural gas and electricity. This site enables the use of heat recovery and utilization, hydrogen blending, on-site hydrogen production, which can reduce CO2 emissions. The second use case relies solely on electricity consumption, and the considered flexibility is energy shifting by electric batteries and production flexibility. The focus of this case study is on the interplay between energy storage, on-site energy production and process flexibility to increase the degree of self-produced renewable energy in the energy mix. Together, the two case studies demonstrate how the extended EnergyModelsX framework can be used to explore process and energy flexibility in the industry to aid the transition from a fossil-based society to a renewable based society.
With an increasing share of non-dispatchable renewable energy sources in the European grid, energy flexibility will be key for the industrial sector to support the green transition. The EU-project Flex4Fact aims at finding solutions for energy and process flexibility for industry, using SINTEFs open-source energy system model EnergyModelsX to quantify the potential benefits. This work presents some extensions done in EnergyModelsX, denoted as EnergyModelsFlex, to accommodate energy and industrial flexibility, adding new functionalities to assist with industrial flexibility potential. The extended EnergyModelsX model is described and demonstrated through two case studies in the plastic and polymeric products manufacturing sector to evaluate their potential for increasing renewable generation and flexibility. The first use case, being energy intensive, consumes both natural gas and electricity. This site enables the use of heat recovery and utilization, hydrogen blending, on-site hydrogen production, which can reduce CO2 emissions. The second use case relies solely on electricity consumption, and the considered flexibility is energy shifting by electric batteries and production flexibility. The focus of this case study is on the interplay between energy storage, on-site energy production and process flexibility to increase the degree of self-produced renewable energy in the energy mix. Together, the two case studies demonstrate how the extended EnergyModelsX framework can be used to explore process and energy flexibility in the industry to aid the transition from a fossil-based society to a renewable based society.
Record ID
Keywords
Energy transition, Industrial demand-side flexibility
Subject
Suggested Citation
Venås JV, Bernardino LF, Thorvaldsen KE, Aunsmo S, Holm SE, Krog HA, Wolfgang O, Røe IT. Energy system modelling for studying flexibility on industrial sites. Systems and Control Transactions 4:824-830 (2025) https://doi.org/10.69997/sct.119164
Author Affiliations
Venås JV: SINTEF Energy Research, Trondheim, Norway
Bernardino LF: SINTEF Energy Research, Trondheim, Norway
Thorvaldsen KE: SINTEF Energy Research, Trondheim, Norway
Aunsmo S: SINTEF Energy Research, Trondheim, Norway
Holm SE: SINTEF Energy Research, Trondheim, Norway
Krog HA: SINTEF Energy Research, Trondheim, Norway
Wolfgang O: SINTEF Energy Research, Trondheim, Norway
Røe IT: SINTEF Energy Research, Trondheim, Norway
Bernardino LF: SINTEF Energy Research, Trondheim, Norway
Thorvaldsen KE: SINTEF Energy Research, Trondheim, Norway
Aunsmo S: SINTEF Energy Research, Trondheim, Norway
Holm SE: SINTEF Energy Research, Trondheim, Norway
Krog HA: SINTEF Energy Research, Trondheim, Norway
Wolfgang O: SINTEF Energy Research, Trondheim, Norway
Røe IT: SINTEF Energy Research, Trondheim, Norway
Journal Name
Systems and Control Transactions
Volume
4
First Page
824
Last Page
830
Year
2025
Publication Date
2025-07-01
Version Comments
Original Submission
Other Meta
PII: 0824-0830-1401-SCT-4-2025, Publication Type: Journal Article
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LAPSE:2025.0284v1
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https://doi.org/10.69997/sct.119164
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Jun 27, 2025
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Links to Related Works
References Cited
- Directorate-General for Climate Action (European Commission), Going climate-neutral by 2050: a strategic long term vision for a prosperous, modern, competitive and climate neutral EU economy. Publications Office of the European Union, 2019. Accessed: Jan. 28, 2025. [Online]. Available: https://data.europa.eu/doi/10.2834/02074
- "FLEX4FACT project - Official website of the Horizon Europe project," Flex4fact. Accessed: Jan. 28, 2025. [Online]. Available: https://flex4fact.eu/
- L. Hellemo, E. F. Bødal, S. E. Holm, D. Pinel, and J. Straus, "EnergyModelsX: Flexible Energy Systems Modelling with Multiple Dispatch," Journal of Open Source Software, vol. 9, no. 97, p. 6619, May 2024, https://doi.org/10.21105/joss.06619
- IEA-ETSAP, TIMES Model Generator. (Jan. 25, 2025). Zenodo.
- M. Ihlemann et al., "SpineOpt: A flexible open-source energy system modelling framework," Energy Strategy Reviews, vol. 43, p. 100902, Sep. 2022, https://doi.org/10.1016/j.esr.2022.100902
- L. Bonaldo et al., GenXProject/GenX.jl: v0.4.3. (Jan. 30, 2025). Zenodo.
- A. Soares Siqueira et al., Tulipa Energy Model. (Jan. 29, 2025). Zenodo.
- E. F. Bødal et al., "Hydrogen for harvesting the potential of offshore wind: A North Sea case study," Applied Energy, vol. 357, p. 122484, Mar. 2024, https://doi.org/10.1016/j.apenergy.2023.122484
- J. Trüby et al., "Hydrogen4EU - Charting pathways to enable net zero," IFP Energies Nouvelles, SINTEF Energi, Deloitte Finance, 2021. Accessed: Oct. 07, 2024. [Online]. Available: https://www.hydrogen4eu.com/_files/ugd/2c85cf_a3c72fe01d0744959ee03e8472fd2b2e.pdf
- I. Tsiropoulos, D. Tarvydas, and N. Lebedeva, Li-ion batteries for mobility and stationary storage applications: scenarios for costs and market growth. Publications Office of the European Union, 2018. Accessed: Oct. 04, 2024. [Online]. Available: https://data.europa.eu/doi/10.2760/87175
- Enerdata, "Carbon Price Forecast 2030-2050: Assessing Market Stability & Future Challenges | Enerdata." Accessed: Nov. 21, 2024. [Online]. Available: https://www.enerdata.net/publications/executive-briefing/carbon-price-projections-eu-ets.html

