Selective separation interfaces for Ag(I) recovery from e-waste leachates: a DEA-based efficiency assessment
DOI:
https://doi.org/10.37636/recit.v9n1e435Keywords:
e-waste, silver, selective separation interface, diffusion cell, UV-Vis, DEA, efficiencyAbstract
The efficiency of selective separation interfaces (SSIs) for recovering Ag(I) from e-waste leachates was examined through Data Envelopment Analysis (DEA) as a multicriteria assessment framework. The SSIs were produced by a dissolution–casting–evaporation route using cellulose triacetate as the polymeric support, dissolved in dichloromethane, and tris(2-ethylhexyl) phosphate (TEHP) as the carrier-phase component. Transport tests were conducted in a two-compartment diffusion cell under controlled conditions (V_d = 80 mL, V_a = 80 mL, A = 4.9 cm², 500 rpm, and 180 min). Ag(I) was quantified by UV–Vis spectrophotometry at 404 nm using an external calibration curve (Abs = 0.0052·C_{Ag(I)} + 0.0149; r = 0.9998; C in ppm), with matrix blanks used for background correction. An output-oriented BCC DEA model was applied to 18 experimental configurations (DMUs), considering SSI thickness (δ), carrier concentration (C_{car}) and energy consumption (E) as inputs, and extraction (%), flux (J) and selectivity (S) as outputs. The assessment identified 9 DMUs on the efficient frontier (score = 1.000), whereas the inefficient cases required output expansions of up to Φ = 1.328 (≈32.8%) to match the best observed performance. Overall, the results provide a quantitative basis for ranking SSI designs according to silver recovery performance and resource use.
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[1] C. P. Baldé et al., The Global E-waste Monitor 2024. Bonn, Germany: UNITAR (SCYCLE Programme) and International Telecommunication Union (ITU), 2024. [En línea]. Disponible en: https://ewastemonitor.info/
[2] C. P. Baldé, V. Forti, V. Gray, R. Kuehr, and P. Stegmann, The Global E-waste Monitor 2020: Quantities, flows and the circular economy potential. Bonn, Germany: UNITAR (SCYCLE Programme), ITU e ISWA, 2020. [En línea]. Disponible en: https://www.itu.int/en/ITU-D/Environment/Documents/Toolbox/GEM_2020_def.pdf
[3] C. P. Baldé, V. Forti, V. Gray, R. Kuehr, and P. Stegmann, The Global E-waste Monitor 2017: Quantities, flows, and resources. Bonn, Germany: United Nations University (UNU), ITU e ISWA, 2017. [En línea]. Disponible en: https://globalewaste.org/
[4] M. Heacock et al., “E-Waste and Harm to Vulnerable Populations: A Growing Global Problem,” Environmental Health Perspectives, vol. 124, no. 5, pp. 550–555, 2016, doi: 10.1289/ehp.1509699.
[5] A. Akcil, C. Erust, C. S. Gahan, M. Ozgun, M. Sahin, and A. Tuncuk, “Precious metal recovery from waste printed circuit boards using cyanide and non-cyanide lixiviants—A review,” Waste Management, vol. 45, pp. 258–271, 2015, doi: 10.1016/j.wasman.2015.08.032.
[6] J. Cui and L. Zhang, “Metallurgical recovery of metals from electronic waste: A review,” Journal of Hazardous Materials, vol. 158, nos. 2–3, pp. 228–256, 2008, doi: 10.1016/j.jhazmat.2008.02.001.
[7] Z. Wu et al., “Recovery of metals from waste printed circuit boards: A review of current technologies and future perspectives,” Frontiers of Environmental Science & Engineering, vol. 11, p. 8, 2017, doi: 10.1007/s11783-017-0995-6.
[8] S. Debnath, U. Chowdhury, and T. Ghosh, “Sustainability of metal recovery from e-waste,” Frontiers of Environmental Science & Engineering, vol. 12, p. 2, 2018, doi: 10.1007/s11783-018-1044-9.
[9] Z. Sun, Y. Xiao, H. Agterhuis, J. Sietsma, and Y. Yang, “Recycling of metals from urban mines – a strategic evaluation,” Journal of Cleaner Production, vol. 112, parte 4, pp. 2977–2987, 2016, doi: 10.1016/j.jclepro.2015.10.116.
[10] Y. Wang et al., “Highly selective recovery of gold and silver from E-waste using a synergistic leaching system,” Journal of Hazardous Materials, vol. 471, art. 133430, 2024, doi: 10.1016/j.jhazmat.2024.133430.
[11] D. Merli, A. Spim, T. Valentini, D. Gazzola, and S. A. Zini, “A non-toxic and high selectivity process for the separation and recovery of silver ions,” Frontiers of Environmental Science & Engineering, vol. 17, no. 10, art. 123, 2023, doi: 10.1007/s11783-023-1723-z.
[12] Q. Tao et al., “Sustainable recovery of silver and copper from photovoltaic waste with UV-assisted thiosulfate leaching,” Metals, vol. 14, no. 6, art. 730, 2024, doi: 10.3390/met14060730.
[13] P. M. H. Petter, H. M. Veit, and A. M. Bernardes, “Evaluation of gold and silver leaching from printed circuit boards of cellphones,” Waste Management, vol. 34, no. 2, pp. 475–482, 2014, doi: 10.1016/j.wasman.2013.10.032.
[14] A. Ruan, C. Wu, Z. Zhang, S. Yi, W. Wen, and M. Chang, “Metal recovery from printed circuit boards via hydrometallurgical route: Leaching and separation,” Waste Management, vol. 34, no. 5, pp. 901–907, 2014, doi: 10.1016/j.wasman.2014.02.014.
[15] G. Zhou, H. Zhang, W. Yang, Z. Wu, W. Liu, and C. Yang, “Bioleaching assisted foam fractionation for recovery of gold from the printed circuit boards of discarded cellphones,” Waste Management, vol. 101, pp. 200–209, 2020, doi: 10.1016/j.wasman.2019.10.016.
[16] G. Merli et al., “Recovery of precious metals from printed circuit boards by cyanogenic bacteria: Optimization of cyanide production by statistical analysis,” Journal of Environmental Chemical Engineering, vol. 10, no. 3, art. 107495, 2022, doi: 10.1016/j.jece.2022.107495.
[17] R. Jha, M. K. Jha y V. Kumar, “Potential of polymer inclusion membrane process for selective recovery of metal values from waste printed circuit boards: A review,” Journal of Cleaner Production, vol. 265, art. 121621, 2020, doi: 10.1016/j.jclepro.2020.121621.
[18] B. Keskin, A. Cihanoğlu y Ö. Gül Özcan, “Polymer inclusion membrane applications for transport of metal ions: A critical review,” Chemosphere, vol. 279, art. 130604, 2021, doi: 10.1016/j.chemosphere.2021.130604.
[19] M. A. Kaczorowska, M. Wiśniewska, M. Regel-Rosocka, and W. A. Stańczyk, “Advances in polymer inclusion membranes for removal of heavy metal ions: A review,” Membranes, vol. 12, no. 11, art. 1135, 2022, doi: 10.3390/membranes12111135.
[20] M. Macías y E. Rodríguez, “On the use of polymer inclusion membranes for metal recovery from wastewater,” Membranes, vol. 13, no. 5, art. 512, 2023, doi: 10.3390/membranes13050512.
[21] M. Senila, L. Senila, A. Pop et al., “Polymer inclusion membranes: Recent developments, characterization and applications,” Polymers, vol. 17, no. 6, art. 725, 2025, doi: 10.3390/polym17060725.
[22] B. Staszak y K. Wieszczycka, “Removal and recovery of heavy metal ions using polymer inclusion membranes: A review,” Membranes, vol. 13, no. 1, art. 114, 2023, doi: 10.3390/membranes13010114.
[23] E. E. Ezugbe y S. Rathilal, “Membrane technologies in wastewater treatment: A review,” Membranes, vol. 10, no. 5, art. 89, 2020, doi: 10.3390/membranes10050089.
[24] B. Zhao et al., “Ionic liquid-based polymer inclusion membranes for metal ions extraction and recovery: Fundamentals, considerations and prospects,” Chemical Engineering Journal, vol. 481, art. 148792, 2024, doi: 10.1016/j.cej.2024.148792.
[25] S. Adigun, O. A. Elemile, M. D. Arowoshola et al., “Recent advances in polymer inclusion membranes and their derivatives as a promising approach for precious metal recovery,” RSC Sustainability, vol. 2, pp. 2768–2780, 2024, doi: 10.1039/D4SU00195B.
[26] I. I. Nasser, F. Ibn El Haj Amor, L. Donato, C. Algieri, A. Garofalo, E. Drioli, and C. Ahmed, “Removal and recovery of Ag(CN)2− from synthetic electroplating baths by polymer inclusion membrane containing Aliquat 336 as a carrier,” Chemical Engineering Journal, vol. 295, pp. 207–217, 2016, doi: 10.1016/j.cej.2016.03.034.
[27] A. Nowik-Zając, E. Radzyminska-Lenarcik, M. Ulewicz, and A. Sypula, “Recovery and selective transport of Ag(I) using polymer inclusion membranes with calixpyrroles,” RSC Advances, vol. 9, pp. 31122–31132, 2019, doi: 10.1039/C9RA04347K.
[28] Y. Y. N. Bonggotgetsakul, R. W. Cattrall, and S. D. Kolev, “Recovery of gold from aqua regia digested electronic scrap using a PVDF-HFP based polymer inclusion membrane containing Cyphos® IL 104,” Journal of Membrane Science, vol. 514, pp. 274–281, 2016, doi: 10.1016/j.memsci.2016.05.002.
[29] J. Fontàs et al., “New insights on the effects of water on polymer inclusion membranes containing ionic liquid,” Membranes, vol. 12, no. 2, art. 193, 2022, doi: 10.3390/membranes12020193.
[30] S. Kebiche-Senhadji et al., “Transport of Cr(VI) through PVC-based polymer inclusion membrane using Aliquat 336,” Desalination, vol. 258, nos. 1–3, pp. 59–65, 2010, doi: 10.1016/j.desal.2010.03.047.
[31] L. D. Nghiem, P. Mornane, I. D. Potter, J. M. Perera, R. W. Cattrall, and S. D. Kolev, “Extraction and transport of metal ions and small organic compounds using polymer inclusion membranes,” Journal of Membrane Science, vol. 281, nos. 1–2, pp. 7–41, 2006, doi: 10.1016/j.memsci.2006.03.035.
[32] A. Witt, H. Vávrová, J. Mlíková, and K. Štěpánek, “Influence of membrane composition on morphology and separation performance of polymer inclusion membranes,” Polymers, vol. 10, no. 2, art. 134, 2018, doi: 10.3390/polym10020134.
[33] D. Wang, L. Wang, D. Wu, S. Zhang, and Z. Wang, “Separation and recovery of Au(I) from thiosulfate solution by a polymer inclusion membrane containing ionic liquid,” Separation and Purification Technology, vol. 224, pp. 127–135, 2019, doi: 10.1016/j.seppur.2019.04.030.
[34] A. Benosmane, A. Hamdi, and A. Bouhidel, “Selective transport of metal ions across polymer inclusion membranes containing calixresorcinarene,” Separation and Purification Technology, vol. 65, no. 2, pp. 211–219, 2009, doi: 10.1016/j.seppur.2008.10.039.
[35] G. Vlasopoulos, E. Koukkou, M. Voutsas, N. Papageorgiou, S. Kalogirou, and E. Gidarakos, “Hydrometallurgical recovery of silver and gold from waste printed circuit boards: Biofilm reactor integrated pilot application,” Journal of Environmental Management, vol. 344, art. 118334, 2023, doi: 10.1016/j.jenvman.2023.118334.
[36] International Organization for Standardization, ISO 14040:2006, Environmental management—Life cycle assessment—Principles and framework. Geneva, Switzerland: ISO, 2006. [En línea]. Disponible en: https://www.iso.org/standard/37456.html
[37] A. Charnes, W. W. Cooper, and E. Rhodes, “Measuring the efficiency of decision making units,” European Journal of Operational Research, vol. 2, no. 6, pp. 429–444, 1978, doi: 10.1016/0377-2217(78)90138-8.
[38] R. D. Banker, A. Charnes, and W. W. Cooper, “Some models for estimating technical and scale inefficiencies in data envelopment analysis,” Management Science, vol. 30, no. 9, pp. 1078–1092, 1984, doi: 10.1287/mnsc.30.9.1078.
[39] K. Tone, “A slacks-based measure of efficiency in data envelopment analysis,” European Journal of Operational Research, vol. 130, no. 3, pp. 498–509, 2001, doi: 10.1016/S0377-2217(99)00407-5.
[40] A. I. Ali, “Streamlined computation for data envelopment analysis,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 23, no. 4, pp. 1048–1056, 1993, doi: 10.1109/21.247884.
[41] M. Guerrero, F. Aparicio, and C. Valero-Carreras, “Combining data envelopment analysis and machine learning for performance evaluation: A systematic review,” Mathematics, vol. 10, no. 6, art. 909, 2022, doi: 10.3390/math10060909.
[42] S. Ratner, “Network data envelopment analysis and its applications (2017–2022): A literature review,” Mathematics, vol. 11, no. 9, art. 2141, 2023, doi: 10.3390/math11092141.
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