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Aluminum smelters in the energy transition: Optimal configuration and operation for renewable energy integration in high insolation regions

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  • Sgouridis, Sgouris
  • Ali, Mohamed
  • Sleptchenko, Andrei
  • Bouabid, Ali
  • Ospina, Gustavo

Abstract

The aluminum industry consumes about 4% of global electricity but requires stable power supply as long power outages are catastrophic. We investigate how the aluminum industry can maximally integrate variable renewable energy resources while remaining competitive. This can be achieved by (i) modulating production and (ii) utilizing storage. We develop an hourly linear optimization system for integrating variable energy sources and apply it for identifying the optimal configuration and operational profile for UAE-located smelter. Operating with the optimal renewable energy and fossil mix and a novel power modulation scheme, consistently reduces costs between 2.2% and 5.3% for fuel prices ranging between $2.4-$8 per MMBtu and integrating more than 40% of power by solar PV without storage. This reduces process emissions intensity from 5.13 to 2.87 tCO2/tAl. In all cases of RE integration, modulation confers a significant cost advantage with savings ranging from 7.5% to 10% for the fuel price range. Operating the smelter with 100% renewable energy portfolio could be achieved by installing 5.4 GWp single-axis tracking PV, 0.2 GWp wind, 18 GWh of battery storage and 47 GWh of hydrogen storage but with a 26% premium for 2020 high gas-price system costs.

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  • Sgouridis, Sgouris & Ali, Mohamed & Sleptchenko, Andrei & Bouabid, Ali & Ospina, Gustavo, 2021. "Aluminum smelters in the energy transition: Optimal configuration and operation for renewable energy integration in high insolation regions," Renewable Energy, Elsevier, vol. 180(C), pages 937-953.
  • Handle: RePEc:eee:renene:v:180:y:2021:i:c:p:937-953
    DOI: 10.1016/j.renene.2021.08.080
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    as
    1. Babu, C.A. & Ashok, S., 2009. "Optimal utilization of renewable energy-based IPPs for industrial load management," Renewable Energy, Elsevier, vol. 34(11), pages 2455-2460.
    2. Harry Apostoleris & Sgouris Sgouridis & Marco Stefancich & Matteo Chiesa, 2018. "Evaluating the factors that led to low-priced solar electricity projects in the Middle East," Nature Energy, Nature, vol. 3(12), pages 1109-1114, December.
    3. Tilton, John E. & Crowson, Phillip C.F. & DeYoung, John H. & Eggert, Roderick G. & Ericsson, Magnus & Guzmán, Juan Ignacio & Humphreys, David & Lagos, Gustavo & Maxwell, Philip & Radetzki, Marian & Si, 2018. "Public policy and future mineral supplies," Resources Policy, Elsevier, vol. 57(C), pages 55-60.
    4. Mazin Obaidat & Ahmed Al-Ghandoor & Patrick Phelan & Rene Villalobos & Ammar Alkhalidi, 2018. "Energy and Exergy Analyses of Different Aluminum Reduction Technologies," Sustainability, MDPI, vol. 10(4), pages 1-21, April.
    5. Brandt, Adam R. & Teichgraeber, Holger & Kang, Charles A. & Barnhart, Charles J. & Carbajales-Dale, Michael A. & Sgouridis, Sgouris, 2021. "Blow wind blow: Capital deployment in variable energy systems," Energy, Elsevier, vol. 224(C).
    6. Joakim Haraldsson & Simon Johnsson & Patrik Thollander & Magnus Wallén, 2021. "Taxonomy, Saving Potentials and Key Performance Indicators for Energy End-Use and Greenhouse Gas Emissions in the Aluminium Industry and Aluminium Casting Foundries," Energies, MDPI, vol. 14(12), pages 1-26, June.
    7. Wichmann, Matthias Gerhard & Johannes, Christoph & Spengler, Thomas Stefan, 2019. "Energy-oriented Lot-Sizing and Scheduling considering energy storages," International Journal of Production Economics, Elsevier, vol. 216(C), pages 204-214.
    8. Marlen Bertram & Kenneth J. Martchek & Georg Rombach, 2009. "Material Flow Analysis in the Aluminum Industry," Journal of Industrial Ecology, Yale University, vol. 13(5), pages 650-654, October.
    9. Haraldsson, Joakim & Johansson, Maria T., 2018. "Review of measures for improved energy efficiency in production-related processes in the aluminium industry – From electrolysis to recycling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 525-548.
    10. Aghahosseini, Arman & Bogdanov, Dmitrii & Barbosa, Larissa S.N.S. & Breyer, Christian, 2019. "Analysing the feasibility of powering the Americas with renewable energy and inter-regional grid interconnections by 2030," Renewable and Sustainable Energy Reviews, Elsevier, vol. 105(C), pages 187-205.
    11. Jacob, Rhys & Belusko, Martin & Liu, Ming & Saman, Wasim & Bruno, Frank, 2019. "Using renewables coupled with thermal energy storage to reduce natural gas consumption in higher temperature commercial/industrial applications," Renewable Energy, Elsevier, vol. 131(C), pages 1035-1046.
    12. Harry Apostoleris & Sgouris Sgouridis & Marco Stefancich & Matteo Chiesa, 2019. "Utility solar prices will continue to drop all over the world even without subsidies," Nature Energy, Nature, vol. 4(10), pages 833-834, October.
    13. Wang, Xiaonan & El-Farra, Nael H. & Palazoglu, Ahmet, 2017. "Optimal scheduling of demand responsive industrial production with hybrid renewable energy systems," Renewable Energy, Elsevier, vol. 100(C), pages 53-64.
    14. Bassi, Andrea M. & Tan, Zhuohua & Mbi, Armstrong, 2012. "Estimating the impact of investing in a resource efficient, resilient global energy-intensive manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 69-84.
    15. Laha, Priyanka & Chakraborty, Basab, 2021. "Cost optimal combinations of storage technologies for maximizing renewable integration in Indian power system by 2040: Multi-region approach," Renewable Energy, Elsevier, vol. 179(C), pages 233-247.
    16. Wang, Sarah & Tarroja, Brian & Schell, Lori Smith & Samuelsen, Scott, 2021. "Determining cost-optimal approaches for managing excess renewable electricity in decarbonized electricity systems," Renewable Energy, Elsevier, vol. 178(C), pages 1187-1197.
    17. Said, Zafar & Alshehhi, Abdulla A & Mehmood, Aamir, 2018. "Predictions of UAE's renewable energy mix in 2030," Renewable Energy, Elsevier, vol. 118(C), pages 779-789.
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    Cited by:

    1. Li-Chen Sim, 2023. "Renewable Energy and Governance Resilience in the Gulf," Energies, MDPI, vol. 16(7), pages 1-17, April.
    2. Zaiter, Issa & Ramadan, Mohamad & Bouabid, Ali & El-Fadel, Mutasem & Mezher, Toufic, 2023. "Potential utilization of hydrogen in the UAE's industrial sector," Energy, Elsevier, vol. 280(C).
    3. Zhang, Hongwei & Zhang, Yubo & Gao, Wang & Li, Yingli, 2023. "Extreme quantile spillovers and drivers among clean energy, electricity and energy metals markets," International Review of Financial Analysis, Elsevier, vol. 86(C).
    4. Golmohamadi, Hessam, 2022. "Demand-side management in industrial sector: A review of heavy industries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).

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