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Global strategic level supply planning of materials critical to clean energy technologies – A case study on indium

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  • Choi, Chul Hun
  • Eun, Joonyup
  • Cao, Jinjian
  • Lee, Seokcheon
  • Zhao, Fu

Abstract

Many clean energy technologies depend on some rare materials, and significant concerns about the sufficient supply of these materials have been raised recently. Most of the rare materials are so called by-product materials, and thus their supplies heavily rely on the demand of base metals. This study develops a generic mixed integer linear programming to investigate global strategic level capacity and production planning for both base and by-product materials. Other decisions relevant to capacity expansions and productions are also considered. The model is demonstrated using indium as a case study. Indium is a key material needed by two emerging clean energy applications, copper indium gallium selenide photovoltaics and light-emitting diode lighting. Supply of indium exclusively depends on primary zinc production, and concerns have been raised on whether there will be sufficient supply to support widespread applications of these two technologies. Capacity expansions of indium refinery facilities can be the first solution to overcome its supply risk. All the decisions included in the model are numerically analyzed. Sensitivity of all the parameters to the total cost are also studied. Indium content in the ore, inflation rates, and discount rates are found to have significant impact on the total cost.

Suggested Citation

  • Choi, Chul Hun & Eun, Joonyup & Cao, Jinjian & Lee, Seokcheon & Zhao, Fu, 2018. "Global strategic level supply planning of materials critical to clean energy technologies – A case study on indium," Energy, Elsevier, vol. 147(C), pages 950-964.
  • Handle: RePEc:eee:energy:v:147:y:2018:i:c:p:950-964
    DOI: 10.1016/j.energy.2018.01.063
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    1. Verter, Vedat & Cemal Dincer, M., 1992. "An integrated evaluation of facility location, capacity acquisition, and technology selection for designing global manufacturing strategies," European Journal of Operational Research, Elsevier, vol. 60(1), pages 1-18, July.
    2. Hoenderdaal, Sander & Tercero Espinoza, Luis & Marscheider-Weidemann, Frank & Graus, Wina, 2013. "Can a dysprosium shortage threaten green energy technologies?," Energy, Elsevier, vol. 49(C), pages 344-355.
    3. Hanan Luss, 1982. "Operations Research and Capacity Expansion Problems: A Survey," Operations Research, INFORMS, vol. 30(5), pages 907-947, October.
    4. Martínez-Costa, Carme & Mas-Machuca, Marta & Benedito, Ernest & Corominas, Albert, 2014. "A review of mathematical programming models for strategic capacity planning in manufacturing," International Journal of Production Economics, Elsevier, vol. 153(C), pages 66-85.
    5. Susmita Dasgupta & Ashoka Mody & Subhendu Roy & David Wheeler, 2001. "Environmental Regulation and Development: A Cross-country Empirical Analysis," Oxford Development Studies, Taylor & Francis Journals, vol. 29(2), pages 173-187.
    6. Leena Grandell & Mikael Höök, 2015. "Assessing Rare Metal Availability Challenges for Solar Energy Technologies," Sustainability, MDPI, vol. 7(9), pages 1-20, August.
    7. Alexandra M. Newman & Enrique Rubio & Rodrigo Caro & Andrés Weintraub & Kelly Eurek, 2010. "A Review of Operations Research in Mine Planning," Interfaces, INFORMS, vol. 40(3), pages 222-245, June.
    8. Achzet, Benjamin & Helbig, Christoph, 2013. "How to evaluate raw material supply risks—an overview," Resources Policy, Elsevier, vol. 38(4), pages 435-447.
    9. Elshkaki, Ayman & Graedel, T.E., 2015. "Solar cell metals and their hosts: A tale of oversupply and undersupply," Applied Energy, Elsevier, vol. 158(C), pages 167-177.
    10. Bustamante, Michele L. & Gaustad, Gabrielle, 2014. "Challenges in assessment of clean energy supply-chains based on byproduct minerals: A case study of tellurium use in thin film photovoltaics," Applied Energy, Elsevier, vol. 123(C), pages 397-414.
    11. Bhutta, Khurrum S. & Huq, Faizul & Frazier, Greg & Mohamed, Zubair, 2003. "An integrated location, production, distribution and investment model for a multinational corporation," International Journal of Production Economics, Elsevier, vol. 86(3), pages 201-216, December.
    12. Sampath Rajagopalan & Jayashankar M. Swaminathan, 2001. "A Coordinated Production Planning Model with Capacity Expansion and Inventory Management," Management Science, INFORMS, vol. 47(11), pages 1562-1580, November.
    13. Uhlemair, Harald & Karschin, Ingo & Geldermann, Jutta, 2014. "Optimizing the production and distribution system of bioenergy villages," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 62-72.
    14. Nassar, Nedal T. & Wilburn, David R. & Goonan, Thomas G., 2016. "Byproduct metal requirements for U.S. wind and solar photovoltaic electricity generation up to the year 2040 under various Clean Power Plan scenarios," Applied Energy, Elsevier, vol. 183(C), pages 1209-1226.
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    2. Jinjian Cao & Chul Hun Choi & Fu Zhao, 2021. "Agent-Based Modeling for By-Product Metal Supply—A Case Study on Indium," Sustainability, MDPI, vol. 13(14), pages 1-28, July.
    3. Liu, Jingjing & Cheng, Honghui & Han, Shumin & Liu, Hongfei & Huot, Jacques, 2020. "Hydrogen storage properties and cycling degradation of single-phase La0.60R0.15Mg0·25Ni3.45 alloys with A2B7-type superlattice structure," Energy, Elsevier, vol. 192(C).
    4. Shahana Althaf & Callie W. Babbitt & Roger Chen, 2021. "The evolution of consumer electronic waste in the United States," Journal of Industrial Ecology, Yale University, vol. 25(3), pages 693-706, June.
    5. Chen, X.Y. & Chen, R.R. & Ding, X. & Fang, H.Z. & Li, X.Z. & Ding, H.S. & Su, Y.Q. & Guo, J.J. & Fu, H.Z., 2019. "Effect of phase formation on hydrogen storage properties in Ti-V-Mn alloys by zirconium substitution," Energy, Elsevier, vol. 166(C), pages 587-597.
    6. Choi, Chul Hun & Kim, Sang-Phil & Lee, Seokcheon & Zhao, Fu, 2020. "Game theoretic production decisions of by-product materials critical for clean energy technologies - Indium as a case study," Energy, Elsevier, vol. 203(C).
    7. He, Ruifang & Zhong, Meirui & Huang, Jianbai, 2021. "Technological progress and metal resource consumption in the electricity industry—A cross-country panel threshold data analysis," Energy, Elsevier, vol. 231(C).

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