Abstract
The global “copper-poor and aluminum-rich” situation has made the possibility of “copper saving with aluminum” an important topic. This study established a framework for analyzing multiple substances’ coupled flows at the product level based on material flow analysis (MFA), and took the household air conditioning system of the Chinese mainland in 2020 as an example to characterize the coupled flows of aluminum and copper. The results showed that the system consumed 0.69 million tons of aluminum and 2.10 million tons of copper, and discharged 0.17 million tons of aluminum and 0.43 million tons of copper to the environment cumulatively to achieve 13.2 million terajoules of final heat exchanged and serve 1.24 billion square meters during lifetime in mainland China alone, secondary aluminum and copper accounted for only 22.61% and 24.83% of the total consumption, and the in-use stocks increased by 0.19 million tons of aluminum and 0.70 million tons of copper. The external dependency of copper ore was 92.83%, which was significantly higher than the 44.29% of bauxite. The comprehensive utilization efficiency of copper reached 77.88%, which was slightly higher than the 70.80% of aluminum. The conclusion indicates that under the premise of meeting use requirements, promoting “replacing copper with aluminum” can improve the stability and safety of China’s material supply chain, but there is a need to further boost the production efficiency of aluminum in primary production.
Similar content being viewed by others
References
Abdel-Salam MRH, Fauchoux M, Ge G, Besant RW, Simonson CJ (2014) Expected energy and economic benefits, and environmental impacts for liquid-to-air membrane energy exchangers (LAMEEs) in HVAC systems: a review. Appl Energy 127:202–218
Achzet B, Helbig C (2013) How to evaluate raw material supply risks-an overview. Res Policy 38(4):435–447
CHEAA (2021) White paper on WEEE recycling industry in China. Home Appliance 2021(6):20
Chen WQ, Graedel TE (2012) Anthropogenic cycles of the elements: a critical review. Environ Sci Technol 46(16):8574–8586
Chen WQ, Shi L (2012) Analysis of aluminum stocks and flows in mainland China from 1950 to 2009: exploring the dynamics driving the rapid increase in China's aluminum production. Resour Conserv Recycl 65:18–28
Chen XX, Mao JS, Yu GJ (2022) Analysis of iron composite flow in China. Environ Sci Pollut Res 29(43):65613–65624
China Customs (2021) International trade statistics database. http://www.customs.gov.cn/ (in Chinese)
Chi XW, Wang MYL, Reuter MA (2014) E-waste collection channels and household recycling behaviors in Taizhou of China. J Clean Prod 80:87–95
CNMIA (2020) China Non-ferrous Metals Industry Yearbook, 2019. https://www.chinania.org.cn/ (in Chinese)
Dai M, Wang P, Chen WQ, Liu G (2019) Scenario analysis of China’s aluminum cycle reveals the coming waste age and the end of primary aluminum boom. J Clean Prod 226:793–804
Ding N, Yang JX, Liu JR (2016) Substance flow analysis of aluminum industry in mainland China. J Clean Prod 133:1167–1180
Dong D, Espinoza LAT, Loibl A, Pfaff M, Tukker A, Van der Voet E (2020) Scenarios for anthropogenic copper demand and supply in China: implications of a waste import ban and a circular economy transition. Resour Conserv Recycl 161:104943
Elshkaki A, Graedel TE, Ciacci L, Reck B (2016) Copper demand, supply, and associated energy use to 2050. Global Environ Change-Human Policy Dimens 39:305–315
Fubao Non-Ferrous Metals (2020) Review and prospect of China’s waste copper market in 2020. https://www.sohu.com/a/435097894_99904063 (in Chinese)
Glöser S, Soulier M, Tercero Espinoza LA (2013) Dynamic analysis of global copper flows. Global stocks, postconsumer material flows, recycling indicators, and uncertainty evaluation. Environ Sci Technol 47(12):6564–6572
Graedel TE (2019) Material flow analysis from origin to evolution. Environ Sci Technol 53(21):12188–12196
Helbig C, Thorenz A, Tuma A (2020) Quantitative assessment of dissipative losses of 18 metals. Resour Conserv Recycl 153:104537
Hua-Jing Industry Research Institute (2022) Deep analysis of the Chinese copper processing industry market. https://www.huaon.com (in Chinese)
Li BH, Li HJ, Ren S, Liu HP, Wang G (2023) Commodity supply risk assessment of China’s copper industrial chain: the perspective of trade network. Res Policy 81:103297
Li LQ, Pan DA, Li B, Wu YF, Wang HD, Gu YF, Zuo TY (2017) Patterns and challenges in the copper industry in China. Resour Conserv Recycl 127:1–7
Li QF, Dai T, Gao TM, Zhong WQ, Wen BJ, Li TJ, Zhou YJ (2021) Aluminum material flow analysis for production, consumption, and trade in China from 2008 to 2017. J Clean Prod 296:126444
Li QF, Gao TM, Wang GS, Cheng JH, Dai T, Wang H (2019) Dynamic analysis of iron flows and in-use stocks in China: 1949–2015. Res Policy 62:625–634
Li ZJ, Jiang Y (2007) Study on applicability for energy efficient air conditioners in urban residential buildings in China. Heating Ventilat Air Conditioning 10:44–51. https://doi.org/10.3969/j.issn.1002-8501.2007.10.010
Liu G, Müller DB (2013) Mapping the global journey of anthropogenic aluminum: a trade-linked multilevel material flow analysis. Environ Sci Technol 47(20):11873–11881
Mao JS, Dong J, Graedel TE (2008) The multilevel cycle of anthropogenic lead I. Methodol Resour Conserv Recycling 52(8-9):1058–1064
Mao JS, Graedel TE (2009) Lead in-use stock. J Ind Ecol 13(1):112–126
Mohanraj M, Jayaraj S, Muraleedharan C (2009) Environment friendly alternatives to halogenated refrigerants-a review. Int J Greenhouse Gas Control 3(1):108–119
Mouloudi L, Samuel KE (2022) Critical materials assessment: a key factor for supply chain risk management. Supply Chain Forum 23(1):53–67
NBSC (2021) China Statistical Yearbook. http://www.stats.gov.cn/sj/ndsj/ (in Chinese)
Qandil A, Zaid AIO (2016) Effect of shot peening and grain refinement on the fatigue life and strength of commercially pure Al and two of its alloys: Al-2024-T3 and Al-7075-T6. IOP Conf Ser Mater Sci Eng 146:012028
Renningen B (2005) Competitors together in PRO (Producers Responsibility Organisation) – a case study of the PRO-system in Norway. In: Proceedings of the 2005 IEEE International Symposium on Electronics and the Environment, pp 45–48
Salhofer S, Steuer B, Ramusch R, Beigl P (2016) WEEE management in Europe and China – a comparison. Waste Manag 57:27–35
Sina Network (2006) Durable household appliances are experiencing a peak period of scrapping, and waste logistics are moving to rural areas. https://news.sina.com.cn/c/2006-07-14/181310426254.shtml Chinese)
SMM (2019) 2019 South China metal industry summit. https://baijiahao.baidu.com/s?id=1649530326206259713&wfr=spider&for=pc%20(in
Soulier M, Gloser-Chahoud S, Goldmann D, Espinoza LAT (2018a) Dynamic analysis of European copper flows. Resour Conserv Recycl 129:143–152
Soulier M, Pfaff M, Goldmann D, Walz R, Geng Y, Zhang L, Espinoza LAT (2018b) The Chinese copper cycle: Tracing copper through the economy with dynamic substance flow and input-output analysis. J Clean Prod 195:435–447
Streicher-Porte M (2005) WEEE recycling systems: the Swiss solution SEICO. Proceedings of the Second NIES Workshop on E-waste. Tsukuba, Japan
Sun X, Liu JR, Yang D (2014) Lu B (2014) The carbon footprint of household air-conditioner and its key influence factors. Acta Sci Circumst 34(04):1054–1060. https://doi.org/10.13671/j.hjkxxb.2014.0168
USGS (2021a) USGS: Aluminum statistics and information, 2021. https://pubs.usgs.gov/periodicals/mcs2021/mcs2021-aluminum.pdf
USGS (2021b) USGS: Copper statistics and information, 2021. https://pubs.usgs.gov/periodicals/mcs2021/mcs2021-copper.pdf
Vaalma C, Buchholz D, Weil M, Passerini S (2018) A cost and resource analysis of sodium-ion batteries. Nat Rev 3:18013
Wang AL (2008) Application and research of aluminum replacing copper in household air conditioning. Home Appl Technol 2008(09):59–61. https://doi.org/10.3969/j.issn.1672-0172.2008.09.028
Wang F, Kuehr R, Ahlquist D, Li J (2013) E-waste in China: a country report. Step Green Paper Series: 10–47. http://isp.unu.edu/publications/scycle/files/ewaste-in-china.pdf (accessed 02.09.15).
Wang LD, Zeng QY, Qu H, Yuan XD (2018) Research and applications of “replacing copper with aluminum” technology in the air-conditioning industry. Journal of Appliance. For Sci Technol 2018(S1):254-257+277. https://doi.org/10.19784/j.cnki.issn1672-0172.2018.s1.062
Weil M, Ziemann S, Peters J (2018) The issue of metal resources in Li-ion batteries for electric vehicles. Springer International Publishing, pp 59–74
Yang JX, Lu B, Xu C (2008) WEEE flow and mitigating measures in China. Waste Manag 28(9):1589–1597
Yan WY, Wang ZL, Cao HB, Zhang Y, Sun Z (2021) Criticality assessment of metal resources in China. Iscience 24(6):102524
Yue Q, Lu ZW, Zhi SK (2009) Copper cycle in China and its entropy analysis. Resour Conserv Recycl 53(12):680–687
Yu J, Williams E, Ju M, Shao C (2010) Managing e-waste in China: policies, pilot projects and alternative approaches. Resour Conserv Recycl 54(11):991–999
Yu YX, Mao JS, Li CH (2020) Historical evolution of lead-acid battery system and its relationship with external environment based on the composite flow. Sci Total Environ 707: 134746
Yu YX, Song Y, Mao JS (2018) Quantitative analysis of the coupling coefficients between energy flow, value flow, and material flow in a Chinese lead-acid battery system. Environ Sci Pollut Res 25(34):34448–34459
Zhang L, Chen TM, Yang JM, Cai ZJ, Sheng H, Yuan ZW, Wu HJ (2017) Characterizing copper flows in international trade of China, 1975–2015. Sci Total Environ 601-602:1238–1246
Zhang L, Yang JM, Cai ZJ, Yuan ZW (2014) Analysis of copper flows in China from 1975 to 2010. Sci Total Environ 478:80–89
Funding
This work was supported by “The National Key Research and Development Plan of China” (2019YFC0214201) and “The National Natural Science Foundation of China” (42071270).
Author information
Authors and Affiliations
Contributions
Guangjie Yu: writing—original draft preparation; writing—reviewing and editing; investigation; visualization
Jiansu Mao: conceptualization, validation and funding acquisition, project administration
Yuanyuan Tang: data curation, methodology, investigation
Siyuan Pei: data curation, methodology, investigation
Corresponding author
Ethics declarations
The authors confirm that this is an original submission which has not been published previously or submitted to any other journal.
Consent to participate and publish
Informed consents were obtained from all the participants prior to the enrollment of this study. Informed consents were obtained from all the participants for publication.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Philippe Garrigues
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Highlights
• A new coupling framework of material flow analysis (MFA) was established to characterize multiple substance utilizations in one industry or product.
• A theoretical research path to link material consumption and social service.
• This study calculated aluminum and copper’s overall external dependencies of all stages at the industry level.
• Suggestions were proposed for promoting “copper saving with aluminum.”
Supplementary information
ESM 1
(DOCX 35.3 KB)
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yu, G., Mao, J., Tang, Y. et al. Analysis of the coupled flows of aluminum and copper in household air conditioning system. Environ Sci Pollut Res 30, 123643–123656 (2023). https://doi.org/10.1007/s11356-023-30861-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-30861-6