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National Energy System Modelling of Industry: Optimising the Transition Towards Carbon Neutrality
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Energy Science.ORCID iD: 0000-0002-0385-8139
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Industry is a major user of energy and emitter of fossil CO2. At the same time, Sweden targets net-zero greenhouse gas emissions by 2045. Current policies to reduce greenhouse gas emissions and mitigate climate change, and the transition of the energy system it requires, will present major challenges for industry.

Energy system optimisation models (ESOMs) are an important tool (of many) for improving the understanding of the sociotechnical transition required to reduce emissions. At the same time, previous modelling efforts rarely stretch the analysis further than net-zero emissions and lacking technology representation have historically led to over-reliance on carbon dioxide removal technologies.

The general aim of this thesis is to support industry’s transition toward carbon neutrality. This will be achieved by (i) improving the representation of industry in ESOMs and (ii) applying the suggested representation to TIMES-Sweden and exploring different pathways for Swedish industry to reach net-zero or net-negative CO2 emissions using scenario analysis.

The model representation is based on a detailed representation of tradeable materials. This detailed representation allows for easier modelling of demands and prepares the model for analysing the impacts of circular economy and material substitution. Regarding its ability to explore pathways to net zero emissions, the model representation was improved in two ways. First, the model has an improved technology representation that for each industrial process step includes a minimum of one option using biofuel/biomass, one option using carbon capture, and one electrification option. This makes the model capable of reaching net-zero emissions with minimum reliance on carbon removal technologies. Second, the suggested model representation is specifically derived to recognize and capture opportunities for process integration, industrial symbiosis, and sector coupling aspects in national energy system models. This allows for a more accurate estimate of the technoeconomic impact of industry on the energy system from the use of, for example, waste heat from biorefineries or storage potential from the production of hydrogen on site.

The scenario analysis shows that it is possible to reach net-zero emissions with technologies that are already commercially proven if carbon removal technologies are allowed to offset emissions. In fact, using fossil fuels in advanced CCS technologies and offsetting residual emissions with low-cost BECCS from biorefineries is the most cost-efficient pathway to net-zero emissions. Meanwhile, reaching net-zero emissions without carbon offsetting relies on less mature technologies. For Sweden, the key for reaching net-zero without carbon offsetting is the successful development of largescale electrolysis and advanced biorefineries.

In all of the studied cases, sector coupling for efficient production and use of biofuels was found to be important to achieve a cost-efficient transition. Biorefineries integrated with the forest industry in combination with heat pumps and efficiency improvements have the potential to shift 175-200PJ of biomass and black liquor from final energy consumption in the forest industry to input in biofuel production. Increasing the availability of biofuels reduces the need for hydrogen electrolysis. One other measure that would improve resource efficiency is to recognise the negative emissions contribution caused by renewable carbon stored in plastics, which would reduce the need for carbon removal technologies and increase incentives for producing renewable plastic.

The Swedish industry could also improve sustainability in international markets by exporting renewable olefins. Using biofuels and fuels produced from CO2 by products derived from biorefineries could enable increased export of up to 3.5 Mt of olefins. Making such exports competitive requires a carbon fee on fossil plastic of approximately 190 to 270 EUR/t of CO2, while also requiring policies to account for the negative emissions caused by renewable carbon stored in plastic.

In summary, the most critical aspect of decarbonising industry is the successful development of technologies that produce renewable fuels. Meanwhile, technology development that leads to increasing rates of electrification or the use of alternative fuels (e.g., waste) is still important to reduce the dependence on fuels based on renewable carbon (from biomass or atmospheric CO2). This is important because biomass will likely be highly contested and power-to-fuel solutions that rely on direct air capture to supply CO2 are among the most expensive options available. Thus, the need for technology development is broad. Current policies in Sweden and the EU are sufficiently targeting the technology-push aspect of technology development relevant for industry, but technology-pull policies to maintain the competitiveness of these new technologies are lacking.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2022.
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
National Category
Energy Systems
Research subject
Energy Engineering
Identifiers
URN: urn:nbn:se:ltu:diva-92828ISBN: 978-91-8048-141-0 (print)ISBN: 978-91-8048-142-7 (electronic)OAI: oai:DiVA.org:ltu-92828DiVA, id: diva2:1693415
Public defence
2022-11-04, E632, Luleå tekniska universitet, Luleå, 09:00 (English)
Opponent
Supervisors
Funder
Swedish Energy Agency, 49627-1Available from: 2022-09-06 Created: 2022-09-06 Last updated: 2022-09-28Bibliographically approved
List of papers
1. A bottom-up study of biomass and electricity use in a fossil free Swedish industry
Open this publication in new window or tab >>A bottom-up study of biomass and electricity use in a fossil free Swedish industry
2019 (English)In: Energy, ISSN 0360-5442, E-ISSN 1873-6785, Vol. 167, p. 1019-1030Article in journal (Refereed) Published
Abstract [en]

While previous research has focused on single industrial sectors or specific technologies, this study aims to explore the impacts of various industrial technology options on the use of biomass and electricity in a future fossil free Swedish industry. By building a small optimization model, that decomposes each industrial sector into site categories by type and technology to capture critical synergies among industrial processes. The results show important synergies between electrification, biomass and CCS/U (sequestration of CO2 is required to reach net-zero emissions). Reaching an absolute minimum of biomass use within the industry has a very high cost of electricity due to the extensive use of power-to-gas technologies, and minimising electricity has a high cost of biomass due to extensive use of CHP technologies. Meanwhile, integrated bio-refinery processes are the preferable option when minimising the net input of energy. There is, thus, no singular best technology, instead the system adapts to the given circumstances showing the importance of a detailed bottom-up modelling approach and that the decarbonisation of the industry should not be treated as a site-specific problem, but rather as a system-wide problem to allow for optimal utilisation of process synergies.

Place, publisher, year, edition, pages
Elsevier, 2019
Keywords
Industry modelling, Energy-intensive industries, Biomass utilisation, CO2 mitigation, Energy transition, Energy system optimisation
National Category
Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-71680 (URN)10.1016/j.energy.2018.11.065 (DOI)000456351800084 ()2-s2.0-85059339023 (Scopus ID)
Note

Validerad;2018;Nivå 2;2018-12-05 (johcin)

Available from: 2018-11-20 Created: 2018-11-20 Last updated: 2022-09-06Bibliographically approved
2. The impact of technology availability on the transition to net-zero industry in Sweden
Open this publication in new window or tab >>The impact of technology availability on the transition to net-zero industry in Sweden
2022 (English)In: Journal of Cleaner Production, ISSN 0959-6526, E-ISSN 1879-1786, Vol. 363, article id 132594Article in journal (Refereed) Published
Abstract [en]

There is great uncertainty about what technologies will be available in time to meet Swedish Government, 2017 net-zero emission target for the industrial sector. This study therefore investigated how the availability of innovative technologies affects cost-effective pathways to meeting this target. The investigation employed scenario analyses using TIMES-Sweden with a new techno-economic database of industrial technologies. The scenarios varied according to how the net-zero target was defined and which technologies could be used to meet the target. Technology readiness levels (TRLs) were used to define which and when new technologies were available for investments. Based on the scenario results, a technology prioritisation pattern was identified, indicating the conditions under which technology options generated cost-efficient solutions from a systems perspective. If carbon offsetting was allowed, then carbon capture and storage (CCS) was promoted, using biofuels as a supplement. When carbon offsetting was restricted, technologies using biofuels and/or electrification options were preferred. In all scenarios, the use of heat pumps and the integration of biofuel production in the forest industry, for example, strengthened sector coupling and were favoured for the efficient use of biomass. The results also revealed that a net-zero industry with restricted use of carbon offsetting relies on technologies with a TRL of 6 (on a scale of 9) to become available; in such cases, hydrogen electrolysis and black liquor gasification were key. When carbon offsetting was unrestricted, CCS technologies combined with low-cost negative emissions provided the most cost-efficient solution, but it led to fossil fuel lock-in. For Sweden, the local availability of biomass provides a competitive advantage when the use and production of biofuels both reduces the need for using more costly power-to-fuel solutions in industry and makes available low-cost negative emissions.

Place, publisher, year, edition, pages
Elsevier, 2022
Keywords
Net-zero pathways, Decarbonisation, Industry, TRL, Energy system optimisation models (ESOM), TIMES-Sweden
National Category
Social Sciences Interdisciplinary Energy Engineering
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-91185 (URN)10.1016/j.jclepro.2022.132594 (DOI)000821861100002 ()2-s2.0-85132922980 (Scopus ID)
Funder
Swedish Energy Agency, 49627-1
Note

Validerad;2022;Nivå 2;2022-07-01 (joosat);

Available from: 2022-06-10 Created: 2022-06-10 Last updated: 2022-09-06Bibliographically approved
3. Strategies in the forestry and forest industry nexus: Industrial symbiosis for efficient biomass use
Open this publication in new window or tab >>Strategies in the forestry and forest industry nexus: Industrial symbiosis for efficient biomass use
(English)Manuscript (preprint) (Other academic)
National Category
Energy Systems
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-92827 (URN)
Funder
Swedish Energy Agency, 49627-1
Available from: 2022-09-06 Created: 2022-09-06 Last updated: 2022-09-06
4. Accounting for carbon flows into and from (bio)plastic in a national climate inventory
Open this publication in new window or tab >>Accounting for carbon flows into and from (bio)plastic in a national climate inventory
2023 (English)In: Global Change Biology Bioenergy, ISSN 1757-1693, E-ISSN 1757-1707, Vol. 15, no 2, p. 208-223Article in journal (Refereed) Published
Abstract [en]

Despite the time-dependent behavior of carbon stored in plastic materials, literature assessing carbon flows into and from plastic typically applies a static approach. To better understand the climate impacts of such storage, this study explores how carbon stored in plastics can contribute over time to the national climate inventory with various emphasis on recycling. This is accomplished by implementing material stock change estimations for carbon in plastic materials that follow first-order decay and include impacts from recycling rates in the Integrated MARKAL-EFOM System model generator for Sweden (TIMES-Sweden). Thereafter, three approaches to how carbon released from the plastic material stock is accounted for in the national climate inventory were applied to determine how each approach affects resulting emission and net-zero pathways in different recycling rate scenarios. An accounting approach that follows the first-order decay pattern of material stocks was found to be important for capturing the impacts of recycling and for neither over- nor underestimating the emission impact from carbon stored in plastics. Accounting for carbon stored in plastics may provide important incentives for producing renewable plastics and reducing dependence on carbon removal technologies. Because of its synergies with recycling, the carbon storage potential of plastic products is well worth recognizing and promoting in a policy setting that aims for circularity. For Sweden, this reduces the need for bioenergy carbon capture and storage and makes more biomass-based carbon and electricity available for use elsewhere in the energy system.

Place, publisher, year, edition, pages
John Wiley & Sons, 2023
Keywords
renewable plastic, carbon storage, net-zero pathways, material stock change, energy system modelling, TIMES-Sweden
National Category
Energy Systems
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-92824 (URN)10.1111/gcbb.13017 (DOI)000896558600001 ()2-s2.0-85143981414 (Scopus ID)
Funder
Swedish Energy Agency, 49627-1
Note

Validerad;2023;Nivå 2;2023-02-10 (joosat);

This article has previously appeared as a manuscript in a thesis.

Licens fulltext: CC BY License

Available from: 2022-09-06 Created: 2022-09-06 Last updated: 2023-03-03Bibliographically approved
5. Exploring the potential climate benefits of exporting bioplastic
Open this publication in new window or tab >>Exploring the potential climate benefits of exporting bioplastic
(English)Manuscript (preprint) (Other academic)
Abstract [en]

By sharing their resources, individual countries could play an important role in supporting other countries ambition of reducing emissions. This study explores the costs and conditions for increased production and export of renewable olefins in Sweden while also reaching net-zero greenhouse gas emissions. We use the comprehensive energy system model TIMES-Sweden to generate a marginal cost curve and identify preferred technologies. The marginal cost curve is created by combining the cost of production for renewable olefins across 20 cases with successively increasing olefin export levels. The derived marginal cost curve for increased olefin production shows that using biomass in biorefineries and biogenic-CO2 in power-to-fuel concepts powered by wind power are the most competitive options for Sweden. A carbon fee on fossil plastic of 155-290 EUR/t CO2 can incentivize a production of 3.5 Mt renewable olefins in Sweden. At the same time, not recognising the potential negative emission contribution from carbon stored in plastic in combination with carbon removal credits provides a major policy uncertainty for increased production using biomass-based CO2. The required technology development for production of up to 8Mt renewable olefins imposes no new challenges to the energy system, they overlap with needs in other sectors. If high levels of olefin export are wanted, we urge policy makers to think bigger rather than different.

National Category
Energy Systems
Research subject
Energy Engineering
Identifiers
urn:nbn:se:ltu:diva-92825 (URN)
Funder
Swedish Energy Agency, 49627-1
Available from: 2022-09-06 Created: 2022-09-06 Last updated: 2022-09-20

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