Preferential Lithium Recovery and Temperature-Regulated Stepwise Desorption of Transition Metals from Simulated Spent NCM111 Leachate Using NaA Zeolite
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials and Apparatus
2.2. Batch Adsorption and Desorption Experiments
2.3. Recovery of Valuable Metals
2.4. Characterization and Analytical Methods
3. Results
3.1. Selective Adsorption of Ni2+, Co2+, and Mn2+ for Preferential Li+ Separation
3.1.1. Effect of Initial Metal Ion Concentration and Zeolite Dosage
3.1.2. Effect of Initial Solution pH
3.1.3. Effect of Adsorption Temperature
3.1.4. Effect of Adsorption Time
3.2. Adsorption Mechanism of Ni2+, Co2+, and Mn2+ on NaA Zeolite
3.2.1. Adsorption Isotherm Analysis
3.2.2. Adsorption Dynamics
3.2.3. Thermodynamic Analysis
3.3. Temperature-Regulated Stepwise Desorption for Sequential Separation of Mn2+, Co2+, and Ni2+
3.4. Structural and Morphological Characterization of NaA Zeolite at Different Stages
3.5. Recycling of NaA-Ni
3.6. Recovery of Valuable Metals from the Separated Streams
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Jung, J.C.Y.; Sui, P.C.; Zhang, J.J. A review of recycling spent lithium-ion battery cathode materials using hydrometallurgical treatments. J. Energy Storage 2021, 35, 102217. [Google Scholar] [CrossRef]
- Qiao, Y.; Wang, H.; Liu, C.; Luo, S. Recovery of high-quality iron phosphate from acid-leaching tailings of laterite nickel ore. Sep. Purif. Technol. 2025, 353, 128634. [Google Scholar] [CrossRef]
- Richter, J.L. A circular economy approach is needed for electric vehicles. Nat. Electron. 2022, 5, 5–7. [Google Scholar] [CrossRef]
- Zhang, Q.; Huang, Z.; Liu, B.; Ma, T. Sustainable lithium supply for electric vehicle development in China towards carbon neutrality. Energy 2025, 320, 135243. [Google Scholar] [CrossRef]
- Li, X.-L.; Zhu, X.-N.; Li, X.-G.; Zhao, X.-T.; Wei, G.-L.; Gao, W.-H.; Nie, C.-C.; Yan, S.; Ge, L.-H.; Wang, Z.-Y. Recent advances in the extraction of critical metals from spent lithium-ion batteries: Challenges and solutions- a review. Sep. Purif. Technol. 2025, 376, 134070. [Google Scholar] [CrossRef]
- Bin Abu Sofian, A.D.A.; Majid, S.R.; Kang, K.; Kim, J.-K.; Show, P.L. Upcycling and recycling of spent battery waste for a sustainable future: Progress and perspectives. Prog. Mater. Sci. 2025, 153, 101478. [Google Scholar] [CrossRef]
- Zhang, H.; Dong, S.; Chen, W.; Shi, X.; Li, H.; Jin, X.; Guo, H.; Long, H. A sustainable hydrometallurgy protocol of ultrasonic-assisted leaching and multi-stage separation for recovery of critical metals from spent NCM lithium-ion batteries. Process Saf. Environ. Prot. 2025, 202, 107716. [Google Scholar] [CrossRef]
- Biswal, B.K.; Zhang, B.; Thi Minh Tran, P.; Zhang, J.; Balasubramanian, R. Recycling of spent lithium-ion batteries for a sustainable future: Recent advancements. Chem. Soc. Rev. 2024, 53, 5552–5592. [Google Scholar] [CrossRef]
- Shuai, J.; Liu, W.; Rohani, S.; Wang, Z.; He, M.; Ding, C.; Lv, X. Efficient extraction and separation of valuable elements from spent lithium-ion batteries by leaching and solvent extraction: A review. Chem. Eng. J. 2025, 503, 158114. [Google Scholar] [CrossRef]
- Huang, Y.; Han, G.; Liu, J.; Chai, W.; Wang, W.; Yang, S.; Su, S. A stepwise recovery of metals from hybrid cathodes of spent Li-ion batteries with leaching-flotation-precipitation process. J. Power Sources 2016, 325, 555–564. [Google Scholar] [CrossRef]
- Zhang, K.; Wei, B.; Zeng, B.; Qiu, S.; Zhong, X.; Wang, R. Recovery of transition metals (Ni, Co, and Mn) and Li from the sulfate leach solutions of spent ternary lithium-ion batteries by stepwise solvent extraction and precipitation. Hydrometallurgy 2025, 236, 106519. [Google Scholar] [CrossRef]
- Shi, Z.; Jiao, Y.; Han, J.; Liu, Z.; Zhao, X. Metal-organic frameworks for adsorptive separation of metal ions. Coord. Chem. Rev. 2026, 552, 217528. [Google Scholar] [CrossRef]
- Mahmoodi, N.M.; Dastgerdi, H. Zeolite nanoparticle as a superior adsorbent with high capacity: Synthesis, surface modification and pollutant adsorption ability from wastewater. Microchem. J. 2019, 145, 74–83. [Google Scholar] [CrossRef]
- Roshanfekr Rad, L.; Anbia, M. Zeolite-based composites for the adsorption of toxic matters from water: A review. J. Environ. Chem. Eng. 2021, 9, 106088. [Google Scholar] [CrossRef]
- Chen, L.; Shi, G.; Shen, J.; Peng, B.; Zhang, B.; Wang, Y.; Bian, F.; Wang, J.; Li, D.; Qian, Z.; et al. Ion sieving in graphene oxide membranes via cationic control of interlayer spacing. Nature 2017, 550, 380–383. [Google Scholar] [CrossRef]
- Aly, M.I.; Gamal, R. Kinetics and equilibrium studies for sorption of cobalt (II) and nickel (II) ions from aqueous solution using zeolite-Y. J. Dispers. Sci. Technol. 2024, 46, 973–985. [Google Scholar] [CrossRef]
- Li, Z.; Lei, Y.; Dong, L.; Yu, L.; Yin, C. Enhanced Ni(II) removal from wastewater using novel molecular sieve-based composites. Materials 2024, 17, 3211. [Google Scholar] [CrossRef]
- Ávila, F.G.; Cabrera-Sumba, J.; Valdez-Pilataxi, S.; Villalta-Chungata, J.; Valdiviezo-Gonzales, L.; Alegria-Arnedo, C. Removal of heavy metals in industrial wastewater using adsorption technology: Efficiency and influencing factors. Clean. Eng. Technol. 2025, 24, 100879. [Google Scholar] [CrossRef]
- Wang, J.; Hao, Y.; Li, J.; Yang, J. Priority extraction of Li+ and sequential recovery of divalent metals from retired LiNixCoyMn1–x–yO2 batteries using GIS zeolite. ACS Sustain. Chem. Eng. 2025, 13, 6113–6120. [Google Scholar] [CrossRef]
- Huo, X.; Wang, J.; Tang, X.; Li, J.; Yang, J. Stepwise separation and recovery of metal ions from waste LiNi0.5Co0.2Mn0.3O2 batteries using a NaA zeolite. ACS Sustain. Resour. Manag. 2024, 1, 970–977. [Google Scholar] [CrossRef]
- Persson, I. Structure and size of complete hydration shells of metal ions and inorganic anions in aqueous solution. Dalton Trans. 2024, 53, 15517–15538. [Google Scholar] [CrossRef]
- Conte, N.; Gómez, J.M.; Díez, E.; Sáez, P.; Monago, J.I.; Espinosa, A.; Rodríguez, A. Sequential separation of cobalt and lithium by sorption: Sorbent set selection. Sep. Purif. Technol. 2022, 303, 122199. [Google Scholar] [CrossRef]
- Hong, M.; Yu, L.; Wang, Y.; Zhang, J.; Chen, Z.; Dong, L.; Zan, Q.; Li, R. Heavy metal adsorption with zeolites: The role of hierarchical pore architecture. Chem. Eng. J. 2019, 359, 363–372. [Google Scholar] [CrossRef]
- Jamil, T.S.; Youssef, H.F. Microwave synthesis of zeolites from Egyptian kaolin: Evaluation of heavy metals removal. Sep. Sci. Technol. 2016, 51, 2876–2886. [Google Scholar] [CrossRef]
- Danat, B.T.; Wuana, R.A.; Chahul, H.F.; Iorungwa, M.S. Review of adsorption isotherms models. Appl. Water Sci. 2026, 16, 72. [Google Scholar] [CrossRef]
- Al-Ghouti, M.A.; Da’ana, D.A. Guidelines for the use and interpretation of adsorption isotherm models: A review. J. Hazard. Mater. 2020, 393, 122383. [Google Scholar] [CrossRef]
- Amrutha; Jeppu, G.; Girish, C.R.; Prabhu, B.; Mayer, K. Multi-component adsorption isotherms: Review and modeling studies. Environ. Process. 2023, 10, 38. [Google Scholar] [CrossRef]
- Ahmad, M.; Lee, S.S.; Oh, S.E.; Mohan, D.; Moon, D.H.; Lee, Y.H.; Ok, Y.S. Modeling adsorption kinetics of trichloroethylene onto biochars derived from soybean stover and peanut shell wastes. Environ. Sci. Pollut. Res. Int. 2013, 20, 8364–8373. [Google Scholar] [CrossRef]
- Rajapaksha, A.U.; Vithanage, M.; Zhang, M.; Ahmad, M.; Mohan, D.; Chang, S.X.; Ok, Y.S. Pyrolysis condition affected sulfamethazine sorption by tea waste biochars. Bioresour. Technol. 2014, 166, 303–308. [Google Scholar] [CrossRef] [PubMed]
- Vithanage, M.; Mayakaduwa, S.S.; Herath, I.; Ok, Y.S.; Mohan, D. Kinetics, thermodynamics and mechanistic studies of carbofuran removal using biochars from tea waste and rice husks. Chemosphere 2016, 150, 781–789. [Google Scholar] [CrossRef] [PubMed]
- Zhang, H.; Wang, Y.; Bai, P.; Guo, X.; Ni, X. Adsorptive separation of acetic acid from dilute aqueous solutions: Adsorption kinetic, isotherms, and thermodynamic studies. J. Chem. Eng. Data 2015, 61, 213–219. [Google Scholar] [CrossRef]
- Vashishtha, M.; Kumar, K.V. Insights into solid–liquid adsorption kinetics: Theory, mechanisms, and practical guidelines. ACS ES&T Water 2026, 5c00497. [Google Scholar] [CrossRef]
- Lin, Z.; Yuan, P.; Yue, Y.; Bai, Z.; Zhu, H.; Wang, T.; Bao, X. Selective adsorption of Co(II)/Mn(II) by zeolites from purified terephthalic acid wastewater containing dissolved aromatic organic compounds and metal ions. Sci. Total Environ. 2020, 698, 134287. [Google Scholar] [CrossRef] [PubMed]
- Salvestrini, S.; Ambrosone, L.; Kopinke, F.-D. Some mistakes and misinterpretations in the analysis of thermodynamic adsorption data. J. Mol. Liq. 2022, 352, 118762. [Google Scholar] [CrossRef]
- Surya Murali, R.; Ismail, A.F.; Rahman, M.A.; Sridhar, S. Mixed matrix membranes of Pebax-1657 loaded with 4A zeolite for gaseous separations. Sep. Purif. Technol. 2014, 129, 1–8. [Google Scholar] [CrossRef]
- Zavareh, S.; Farrokhzad, Z.; Darvishi, F. Modification of zeolite 4A for use as an adsorbent for glyphosate and as an antibacterial agent for water. Ecotoxicol. Environ. Saf. 2018, 155, 1–8. [Google Scholar] [CrossRef]









| Ions | Models | Qm (mg/g) | K | n | β | R2 | RMSE | χ2 |
|---|---|---|---|---|---|---|---|---|
| Ni2+ | Modified Competitive Langmuir | — | 0.002054 | — | — | 0.711 | 3.873 | 6.200 |
| Extended Freundlich | — | 5.3209 | 4.035 | — | 0.969 | 1.261 | 0.568 | |
| SRS | — | 13.3881 | 4.625 | — | 0.839 | 2.892 | 3.001 | |
| Extended Sips | 190.8 | 1.00 × 10−5 | — | 0.318 | 0.973 | 1.192 | 0.466 | |
| Co2+ | Modified Competitive Langmuir | — | 0.002011 | — | — | 0.918 | 2.182 | 3.031 |
| Extended Freundlich | — | 4.6508 | 3.628 | — | 0.983 | 0.994 | 0.212 | |
| SRS | — | 8.5770 | 3.606 | — | 0.990 | 0.750 | 0.144 | |
| Extended Sips | 248.1 | 1.00 × 10−5 | — | 0.357 | 0.979 | 1.095 | 0.297 | |
| Mn2+ | Modified Competitive Langmuir | 25.634 | 0.076214 | — | — | 0.733 | 4.062 | 4.410 |
| Extended Freundlich | — | 3.2314 | 2.658 | — | 0.988 | 0.846 | 0.327 | |
| SRS | — | 4.1194 | 2.037 | — | 0.945 | 1.850 | 2.479 | |
| Extended Sips | 378.9 | 2.90 × 10−5 | — | 0.472 | 0.975 | 1.246 | 0.862 |
| Kinetic Model | Parameters | Ni2+ | Co2+ | Mn2+ |
|---|---|---|---|---|
| Pseudo-first-order | k1 (min−1) | 0.032 | −0.188 | −1.030 |
| R2 | 0.996 | 0.998 | 0.953 | |
| Pseudo-second-order | k2 (g/mg·min) | 0.001 | 0.002 | 0.002 |
| qe (mg/g) | 24.58 | 20.76 | 20.53 | |
| R2 | 0.988 | 0.999 | 0.999 | |
| Elovich model | α (mg/g·min) | 2.701 | 45.971 | 1.033 × 1011 |
| β(g/mg) | 0.219 | 0.344 | 1.412 | |
| R2 | 0.929 | 0.756 | 0.251 | |
| kI (mg/g·min0.5) | 1.571 | 0.793 | 0.130 | |
| Intraparticle diffusion | CI (mg/g) | 1.971 | 12.168 | 19.627 |
| R2 | 0.843 | 0.396 | 0.002 |
| Adsorbate | T (K) | |||||||
|---|---|---|---|---|---|---|---|---|
| 303.15 | 313.15 | 323.15 | 333.15 | 343.15 | 353.15 | 363.15 | ||
| Ni2+ | qe (mg/g) | 6.35 | 8.20 | 13.74 | 18.11 | 23.09 | 23.32 | 23.38 |
| ∆H° (kJ/mol) | 29.25 | |||||||
| ΔS° (J/ (mol∙K)) | 97.57 | |||||||
| ΔG° (kJ/mol) | −0.15 | −0.88 | −2.52 | −3.64 | −4.99 | −5.21 | −5.37 | |
| Co2+ | qe (mg/g) | 18.82 | 20.55 | 21.83 | 22.38 | 24.45 | 24.48 | 24.51 |
| ∆H° (kJ/mol) | 8.25 | |||||||
| ΔS° (J/ (mol∙K)) | 37.11 | |||||||
| ΔG° (kJ/mol) | −2.92 | −3.39 | −3.79 | −4.04 | −4.74 | −4.88 | −5.03 | |
| Mn2+ | qe (mg/g) | 19.71 | 20.28 | 20.58 | 20.78 | 21.05 | 21.18 | 21.12 |
| ∆H° (kJ/mol) | 3.33 | |||||||
| ΔS° (J/ (mol∙K)) | 18.57 | |||||||
| ΔG° (kJ/mol) | −2.22 | −2.51 | −2.72 | −2.90 | −3.09 | −3.29 | −3.28 | |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Cheng, Q.; Wang, Y.; Liu, X.; Zhang, W.; Gao, P. Preferential Lithium Recovery and Temperature-Regulated Stepwise Desorption of Transition Metals from Simulated Spent NCM111 Leachate Using NaA Zeolite. Separations 2026, 13, 132. https://doi.org/10.3390/separations13050132
Cheng Q, Wang Y, Liu X, Zhang W, Gao P. Preferential Lithium Recovery and Temperature-Regulated Stepwise Desorption of Transition Metals from Simulated Spent NCM111 Leachate Using NaA Zeolite. Separations. 2026; 13(5):132. https://doi.org/10.3390/separations13050132
Chicago/Turabian StyleCheng, Qian, Yongxiang Wang, Xiangyu Liu, Wenxi Zhang, and Panfeng Gao. 2026. "Preferential Lithium Recovery and Temperature-Regulated Stepwise Desorption of Transition Metals from Simulated Spent NCM111 Leachate Using NaA Zeolite" Separations 13, no. 5: 132. https://doi.org/10.3390/separations13050132
APA StyleCheng, Q., Wang, Y., Liu, X., Zhang, W., & Gao, P. (2026). Preferential Lithium Recovery and Temperature-Regulated Stepwise Desorption of Transition Metals from Simulated Spent NCM111 Leachate Using NaA Zeolite. Separations, 13(5), 132. https://doi.org/10.3390/separations13050132

