Prospective Environmental Impacts of Passenger Cars under Different Energy and Steel Production Scenarios
Abstract
:1. Introduction
2. Materials and Methods
2.1. Scenarios
2.2. Life Cycle Assessment
2.2.1. Production
Vehicle Component | Vehicle Type | References | ||
---|---|---|---|---|
PHEV | BEV | ICEV | ||
Glider (kg) | 1091 | 1091 | 1091 | [22,38] |
Fuel tank (kg) | 14 | - | 14 | [49], own assumption |
Electric drivetrain (kg) | 82.2 | 82.2 | - | [39] |
Battery capacity (kWh) | 15 | 30 | - | own assumption |
Li-ion battery (kg) | 132 | 263 | - | |
Li-ion battery specific energy (Wh/kg) | 114 | 114 | - | [40] |
Engine/transmission (kg) | 290.7 | - | 290.7 | [17,22] |
Total weight (kg) | 1609.9 | 1436.2 | 1395.7 |
2.2.2. Operation
2.2.3. End-of-Life
2.2.4. Modification of Scenario-Based Electricity Mixes
2.2.5. Modification of Scenario-Based Iron and Steel
3. Results and Discussion
3.1. Global Warming Potential
3.2. Human Toxicity Potential
3.3. Other Life Cycle Environmental Impacts
3.4. Limitations and Opportunities
4. Conclusions
- Potential lifetime GWP reduction for BEV up to −53% in 2050
- Hydrogen-based steel reduces vehicle production GWP by −17%
- Air pollution impacts decrease with higher renewables share in vehicle supply chain
- Toxicity and resource use increase with higher renewables share in vehicle supply chain
- Potential of energy efficiency measures to reduce vehicle production GWP is more beneficial when applied now than in 2050
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Meyer, G. Synergies of Connectivity, Automation and Electrification of Road Vehicles. In Road Vehicle Automation 3: Lecture Notes in Mobility; Meyer, G., Beiker, S., Eds.; Springer: Cham, Switzerland, 2016; pp. 187–191. [Google Scholar] [CrossRef]
- IPCC. Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Pachauri, R.K., Meyer, L.A., Eds.; United Nations: Geneva, Switzerland, 2014. [Google Scholar]
- IPCC. Global Warming of 1.5 °C—An IPCC Special Report on the Impacts of Global Warming of 1.5 °C above Pre-Industrial Level; IPCC: Geneva, Switzerland, 2018. [Google Scholar]
- EEA. Explaining Road Transport Emissions—A Non-Technical Guide; EEA: Copenhagen, Denmark, 2016. [Google Scholar] [CrossRef]
- DOE/EIA. International Energy Outlook 2016: With Projections to 2040; EIA: Washington, DC, USA, 2016; Volume 0484. Available online: https://doi.org/www.eia.gov/forecasts/ieo/pdf/0484(2016).pdf (accessed on 10 May 2019).
- OECD/IEA. Global Energy & CO2 Status Report 2017; IEA: Paris, France, 2018; pp. 1–14. [Google Scholar]
- EC. Clean Transport-Support to the Member States for the Implementation of the Directive on the Deployment of Alternative Fuels Infrastructure Good Practice Examples; European Union: Brussels, Belgium, 2016. [Google Scholar]
- European Union. Transforming the European Energy System through Innovation. Integrated SET Plan Progress in 2016; European Commission: Brussels, Belgium, 2016; p. 25. [Google Scholar] [CrossRef]
- Van Der Steen, M.; Van Schelven, R.M.; Kotter, R. EV Policy Compared: An International Comparison of Governments’ Policy Strategy Towards E-Mobility. In E-Mobility in Europe, Green Energy and Technology; Springer International Publishing: Geneva, Switzerland, 2015; pp. 27–53. [Google Scholar] [CrossRef]
- Nordelöf, A.; Messagie, M.; Tillman, A.M.; Ljunggren Söderman, M.; Van Mierlo, J. Environmental impacts of hybrid, plug-in hybrid, and battery electric vehicles—What can we learn from life cycle assessment? Int. J. Life Cycle Assess. 2014, 19, 1866–1890. [Google Scholar] [CrossRef] [Green Version]
- Cox, B.; Bauer, C.; Mendoza Beltran, A.; van Vuuren, D.P.; Mutel, C.L. Life cycle environmental and cost comparison of current and future passenger cars under different energy scenarios. Appl. Energy 2020, 269, 115021. [Google Scholar] [CrossRef]
- Messagie, M.; Coosemans, T.; Van Mierlo, J. Hybrid, Plug-in Hybrid and Battery Electric Vehicles—Environmental insights and opportunities—A decision maker ’s perspective. In Transportation Research Procedia; Elsevier: Amsterdam, The Netherlands, 2018. [Google Scholar]
- Beltran, A.M.; Cox, B.; Mutel, C.; van Vuuren, D.P.; Font Vivanco, D.; Deetman, S.; Edelenbosch, O.Y.; Guinée, J.; Tukker, A. When the Background Matters: Using Scenarios from Integrated Assessment Models in Prospective Life Cycle Assessment. J. Ind. Ecol. 2018, 1–16. [Google Scholar] [CrossRef] [Green Version]
- Cox, B.; Mutel, C.L.; Bauer, C.; Mendoza Beltran, A.; Van Vuuren, D.P. Uncertain Environmental Footprint of Current and Future Battery Electric Vehicles. Environ. Sci. Technol. 2018, 52, 4989–4995. [Google Scholar] [CrossRef]
- Del Duce, A.; Egede, P.; Öhlschläger, G.; Dettmer, T.; Althaus, H.-J.; Bütler, T.; Szczechowicz, E. E-Mobility Life Cycle Assessment Recommendations. In Guidelines for the LCA of Electric Vehicles; eLCAr, 2013; Available online: http://www.elcar-project.eu/ (accessed on 10 May 2019).
- Marmiroli, B.; Messagie, M.; Dotelli, G.; Van Mierlo, J. Electricity generation in LCA of electric vehicles: A review. Appl. Sci. 2018, 8, 1384. [Google Scholar] [CrossRef] [Green Version]
- Hawkins, T.R.; Singh, B.; Majeau-Bettez, G.; Strømman, A.H. Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles. J. Ind. Ecol. 2013, 17, 53–64. [Google Scholar] [CrossRef]
- Messagie, M. Environmental Performance of Electric Vehicles, a Life Cycle System Approach. Ph.D. Thesis, Vrije Universiteit, Brussels, Belgium, 2013. [Google Scholar]
- Hawkins, T.R.; Gausen, O.M.; Strømman, A.H. Received: Environmental impacts of hybrid and electric vehicles—A review. Int. J. Life Cycle Assess. 2012, 17, 997–1014. [Google Scholar] [CrossRef]
- Peters, J.F.; Baumann, M.; Zimmermann, B.; Braun, J.; Weil, M. The environmental impact of Li-Ion batteries and the role of key parameters—A review. Renew. Sustain. Energy Rev. 2017, 67, 491–506. [Google Scholar] [CrossRef]
- Arvidsson, R.; Tillman, A.M.; Sandén, B.A.; Janssen, M.; Nordelöf, A.; Kushnir, D.; Molander, S. Environmental Assessment of Emerging Technologies: Recommendations for Prospective LCA. J. Ind. Ecol. 2018, 22, 1286–1294. [Google Scholar] [CrossRef] [Green Version]
- Bauer, C.; Hofer, J.; Althaus, H.J.; Del Duce, A.; Simons, A. The environmental performance of current and future passenger vehicles: Life Cycle Assessment based on a novel scenario analysis framework. Appl. Energy 2015, 157, 871–883. [Google Scholar] [CrossRef]
- Stehfest, E.; van Vuuren, D.; Kram, T.; Bouwman, L. Integrated Assessment of Global Environmental Change with IMAGE 3.0—Model Description and Policy Applications; PBL Netherlands Environmental Assessment Agency: The Hague, The Netherlands, 2014. [Google Scholar]
- Shatokha, V. Environmental Sustainability of the Iron and Steel Industry: Towards Reaching the Climate Goals. Eur. J. Sustain. Dev. 2016, 5, 289–300. [Google Scholar] [CrossRef]
- World Steel Association Fact Sheet: Climate Change Mitigation by Technology, Innovation, and Best Practice Transfer; World Steel Association: Brussels, Belgium, 2018.
- Fischedick, M.; Marzinkowski, J.; Winzer, P.; Weigel, M. Techno-Economic Evaluation of Innovative Steel Production Technologies. J. Clean. Prod. 2014, 84, 563–580. [Google Scholar] [CrossRef] [Green Version]
- Karakaya, E.; Nuur, C.; Assbring, L. Potential transitions in the iron and steel industry in Sweden: Towards a hydrogen-based future? J. Clean. Prod. 2018, 195, 651–663. [Google Scholar] [CrossRef]
- Mayer, J.; Bachner, G.; Steininger, K.W. Macroeconomic Implications of Switching to Process-Emission-Free Iron and Steel Production in Europe. J. Clean. Prod. 2018, 220, 1517–1533. [Google Scholar] [CrossRef]
- Dai, Q.; Kelly, J.; Elgowainy, A. Vehicle Materials: Material Composition of Powertrain Systems; Argonne LAB: Lemont, IL, USA, 2016.
- Capros, P.; De Vita, A.; Tasios, N.; Siskos, P.; Kannavou, M.; Petropoulos, A.; Witzke, H.P.; Kesting, M.; Frank, S.; Forsell, N.; et al. Eu Energy, Transport and Ghg Emissions—Trends to 2050; European Comission: Brussels, Belgium, 2016. [Google Scholar] [CrossRef]
- EU. Directive 2009/33/EC of the European Parliament and of the Council of 23 April 2009: On the Promotion of Clean and Energy-Efficient Road Transport Vehicles (Text with EEA Relevance); European Union: Brussels, Belgium, 2009. [Google Scholar]
- EC. The European Green Deal; European Commision: Brussels, Belgium, 2019; Available online: https://ec.europa.eu/info/sites/info/files/european-green-deal-communication_en.pdf (accessed on 19 March 2020).
- Herbst, A.; Michaelis, J.; Brown, N.; Jakob, M.; Martino, A. Deliverable D1.1 Qualitative Description of the Scenario Storylines Update. Project REFLEX–Analysis of the European Energy System. 2016. Available online: http://reflex-project.eu/wp-content/uploads/2017/12/D1.1_Scenario_Description_v2.0.pdf (accessed on 10 January 2019).
- ISO. 14044 Environmental Management—Life Cycle Assessment—Requirements and Guidelines; ISO: Geneva, Switzerland, 2006. [Google Scholar]
- ISO. 14040 Environmental Management—Life Cycle Assessment—Principles and Framework; ISO: Geneva, Switzerland, 2006. [Google Scholar]
- Wernet, G.; Bauer, C.; Steubing, B.; Reinhard, J.; Moreno-Ruiz, E.; Weidema, B. The ecoinvent database version 3 (part I): Overview and methodology. Int. J. Life Cycle Assess. 2016, 21, 1218–1230. [Google Scholar] [CrossRef]
- Huijbregts, M.A.J.; Steinmann, Z.J.N.; Elshout, P.M.F.; Stam, G.; Verones, F.; Vieira, M.; Zijp, M.; Hollander, A.; van Zelm, R. ReCiPe2016: A harmonised life cycle impact assessment method at midpoint and endpoint level. Int. J. Life Cycle Assess. 2017, 22. [Google Scholar] [CrossRef]
- ICCT. European Vehicle Market Statistics, 2017/2018; ICCT: Berlin, Germany, 2018; Available online: https://theicct.org/publications/european-vehicle-market-statistics-20172018 (accessed on 19 March 2019).
- BRUSA Electric Drives, DC Converters and Battery Chargers, Motor Controllers, and Portable Power Electronics Are Just a Few of the Solutions BRUSA Elektronik AG Supplies to Automobile Manufacturers around the World. 2019. Available online: https://www.brusa.biz/en.html (accessed on 19 March 2019).
- Notter, D.A.; Gauch, M.; Widmer, R.; Wager, P.; Stamp, A.; Zah, R.; Althaus, H.J. Contribution of Li-ion batteries to the environmental impact of electric vehicles. Environ. Sci. Technol. 2010, 44, 43. [Google Scholar] [CrossRef]
- Paffumi, E.; De Gennaro, M.; Martini, G. European-wide study on big data for supporting road transport policy. Case Stud. Transp. Policy 2018, 6, 785–802. [Google Scholar] [CrossRef]
- Pasaoglu, G.; Fiorello, D.; Martino, A.; Scarcella, G.; Alemanno, A.; Zubaryeva, A.; Thiel, C. Driving and Parking Patterns of European Car Drivers—A Mobility Survey; European Commission Joint Research Centre: Luxembourg, 2012; ISBN 9789279277382. [Google Scholar] [CrossRef]
- Li, M.; Feng, M.; Luo, D.; Chen, Z. Fast Charging Li-Ion Batteries for a New Era of Electric Vehicles. Cell Rep. Phys. Sci. 2020, 1, 100212. [Google Scholar] [CrossRef]
- Anjos, M.F.; Gendron, B.; Joyce-Moniz, M. Increasing electric vehicle adoption through the optimal deployment of fast-charging stations for local and long-distance travel. Eur. J. Oper. Res. 2020, 285, 263–278. [Google Scholar] [CrossRef]
- Lucien, M. Recharge EU: How Many Charge Points Will EUROPE and Its Member States Need in the 2020s; Transport & Environment: Brussels, Belgium, 2020. [Google Scholar]
- Mathieu, L. Roll-Out of Public EV Charging Infrastructure in the EU: Is the Chicken and Egg Dilemma Resolved; Transport & Environment: Brussels, Belgium, 2018; Available online: https://www.euractiv.com/wp-content/uploads/sites/2/2018/09/Charging-Infrastructure-Report_September-2018_FINAL.pdf (accessed on 20 May 2020).
- Hooftman, N.; Messagie, M.; Joint, F.; Segard, J.B.; Coosemans, T. In-life range modularity for electric vehicles: The environmental impact of a range-extender trailer system. Appl. Sci. 2018, 8, 1016. [Google Scholar] [CrossRef] [Green Version]
- Boretti, A. Electric vehicles with small batteries and high-efficiency on-board electricity production. Energy Storage 2019, 1, 1–14. [Google Scholar] [CrossRef] [Green Version]
- Keoleian, G.A.; Spatari, S.; Beal, R.T.; Stephens, R.D.; Williams, R.L. Fuel Tank System Design LCA Case Studies 18. Int. J. Life Cycle Assess. 1998, 3, 12–28. [Google Scholar]
- ACEA. ACEA Report Vehicles in Use Europe 2018; European Automobile Manufactureres Association: Brussels, Belgium, 2018; Available online: https://www.acea.be/statistics/tag/category/report-vehicles-in-use (accessed on 20 May 2020).
- Tesla. Vehicle Warranty | Tesla UK 2019. Available online: https://www.tesla.com/en_GB/support/vehicle-warranty?redirect=no (accessed on 10 May 2020).
- Nissan. Car Warranties—Nissan Ownership—Owners Area|Nissan 2019. Available online: https://www.nissan.co.uk/ownership/nissan-car-warranties.html (accessed on 10 May 2020).
- Fontaras, G.; Zacharof, N.G.; Ciuffo, B. Fuel consumption and CO2 emissions from passenger cars in Europe—Laboratory versus real-world emissions. Prog. Energy Combust. Sci. 2017, 60, 97–131. [Google Scholar] [CrossRef]
- Daimler, A.G. Environmental Certificate Mercedes-Benz A-Class; Daimler AG: Stuttgart, Germany, 2018; Available online: https://www.daimler.com/documents/sustainability/product/daimler-environmental-certificate-mb-a-class.pdf (accessed on 10 May 2020).
- Eder, A.; Schütze, N.; Rijnders, A.; Riemersma, I.; Steven, H. Development of a European Utility Factor Curve for OVC-HEVs for WLTP. 2014. Available online: https://circabc.europa.eu/sd/a/92324676-bd8c-4075-8301-6caf12283beb/Technical%20Report_UF_final.pdf (accessed on 10 May 2020).
- Koroma, M.S.; Cardellini, G.; Messagie, M. LCA Indicator of NMC Battery, PANDA A# 824256, D2.4 Deliverable, Confidential Report. Available online: https://project-panda.eu/ (accessed on 1 October 2020).
- IEA. World Energy Outlook 2017; OECD Publishing: Paris, France, 2017. [Google Scholar] [CrossRef]
- NEEDS. Deliverable D15.1: LCA of Background Processes; NEEDS: Brussels, Belgium, 2008; Deliverable D15.1. [Google Scholar]
- Hybrit Hybrit, Fossil-Free Steel—Summary of Findings from HYBRIT Pre-Feasibility Study 2016–2017; HYBRIT Development AB; HYBRIT—Fossil Free Steel: Stockholm, Sweden, 2017; pp. 1–20.
- Bataille, C.; Åhman, M.; Neuhoff, K.; Nilsson, L.J.; Fischedick, M.; Lechtenböhmer, S.; Solano-Rodriquez, B.; Denis-Ryan, A.; Stiebert, S.; Waisman, H.; et al. A review of technology and policy deep decarbonization pathway options for making energy-intensive industry production consistent with the Paris Agreement. J. Clean. Prod. 2018, 187, 960–973. [Google Scholar] [CrossRef] [Green Version]
- Quek, A.; Ee, A.; Ng, A.; Wah, T.Y. Challenges in Environmental Sustainability of renewable energy options in Singapore. Energy Policy 2018, 122, 388–394. [Google Scholar] [CrossRef]
- UNEP. Green Energy Choices: The Benefits, Risks and Trade-Offs of Low-Carbon Technologies for Electricity Production; Report of the International Resource Panel; Hertwich, E.G., de Larderel, J.A., Arvesen, A., Bayer, P., Bergesen, J., Bouman, E., Gibon, T., Heath, G., Peña, C., Purohit, P., et al., Eds.; UNEP: Paris, France, 2016. [Google Scholar]
- Cusenza, M.A.; Guarino, F.; Longo, S.; Ferraro, M.; Cellura, M. Energy and environmental benefits of circular economy strategies: The case study of reusing used batteries from electric vehicles. J. Energy Storage 2019, 25. [Google Scholar] [CrossRef]
- Ahmadi, L.; Young, S.B.; Fowler, M.; Fraser, R.A.; Achachlouei, M.A. A cascaded life cycle: Reuse of electric vehicle lithium-ion battery packs in energy storage systems. Int. J. Life Cycle Assess. 2017, 22, 111–124. [Google Scholar] [CrossRef]
- Qiao, Q.; Zhao, F.; Liu, Z.; Hao, H. Electric vehicle recycling in China: Economic and environmental benefits. Resour. Conserv. Recycl. 2019, 140, 45–53. [Google Scholar] [CrossRef]
- Soo, V.K.; Compston, P.; Doolan, M. Interaction between new car design and recycling impact on life cycle assessment. Procedia CIRP 2015, 29, 426–431. [Google Scholar] [CrossRef]
- Unterreiner, L.; Jülch, V.; Reith, S. Recycling of Battery Technologies-Ecological Impact Analysis Using Life Cycle Assessment (LCA). In Proceedings of the Energy Procedia; Elsevier: Amsterdam, The Netherlands, 2016; pp. 1876–6102. [Google Scholar]
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Koroma, M.S.; Brown, N.; Cardellini, G.; Messagie, M. Prospective Environmental Impacts of Passenger Cars under Different Energy and Steel Production Scenarios. Energies 2020, 13, 6236. https://doi.org/10.3390/en13236236
Koroma MS, Brown N, Cardellini G, Messagie M. Prospective Environmental Impacts of Passenger Cars under Different Energy and Steel Production Scenarios. Energies. 2020; 13(23):6236. https://doi.org/10.3390/en13236236
Chicago/Turabian StyleKoroma, Michael Samsu, Nils Brown, Giuseppe Cardellini, and Maarten Messagie. 2020. "Prospective Environmental Impacts of Passenger Cars under Different Energy and Steel Production Scenarios" Energies 13, no. 23: 6236. https://doi.org/10.3390/en13236236