From chemical to physical characterization: Challenges in the analysis of black mass
Source abstract
Abstract
The growing demand for lithium-ion batteries, together with the increasing volume of end-of-life waste, highlights the need for efficient and sustainable recycling strategies. Black mass, a key intermediate in lithium-ion battery recycling, has been extensively studied from a chemical perspective; however, its physical properties remain insufficiently understood despite their importance for metallurgical processing. In this study, three industrial NMC-based black mass materials produced via different thermal pretreatment routes (pyrolysis or vacuum-drying) were systematically characterised using a multimethod analytical approach. Chemical composition was determined by ICP-OES, crystalline phases were identified by X-ray diffraction and microstructural features by SEM-EDS and TEM-EDS.Thermogravimetric analysis, particle size and shape measurements, nitrogen adsorption, helium pycnometry, powder rheology, and small-angle X-ray scattering (SAXS) were employed to quantify porosity, surface area, density, and flow behaviour. The results show that thermal pretreatment controls the physical state of black mass. Pyrolysed materials are associated with reduced organic and fluorinated residues, enhanced surface accessibility, pronounced nanoscale porosity, and improved powder flowability. In contrast, the vacuum-dried sample retains binder films, elevated fluorine content, and smooth particle surfaces, resulting in poor dispersibility and low interfacial contrast. SAXS analysis reveals that nanoscale interfacial characteristics strongly correlate with surface accessibility relevant for leaching and with macroscopic flow performance, supporting their use as a complementary indicator of processability. Overall, this study demonstrates that physical properties, particularly nanoscale interfacial features, are likely important factors influencingdetermining the suitability of black mass for metallurgical processing and highlights the industrial relevance of controlled thermal pretreatment and multimodal characterization.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Luminescence and Fluorescent Materials · Synthesis and Properties of Aromatic Compounds · Machine Learning in Materials Science
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (36)
Show source-provided references
1. A review on spent lithium-ion battery recycling: from collection to black mass recovery10.1039/D3SU00086A ↗
2. A review of lithium-ion battery recycling for enabling a circular economy10.1016/j.jpowsour.2024.236157 ↗
3. Lithium-Ion battery recycling─overview of techniques and trends10.1021/acsenergylett.1c02602 ↗
4. Comprehensive characterization of shredded lithium-ion battery recycling material
5. Methodology for evaluation of lithium-ion black-mass battery recycling10.1007/s10163-025-02159-x ↗
6. The characterization of Black mass from spent lithium-ion scooter batteries using multi-analytical techniques10.3390/recycling10020054 ↗
7. A study on the effect of particle size on Li-Ion battery recycling via flotation and perspectives on selective flocculation10.3390/batteries9020068 ↗
8. Navigating battery choices: a comparative study of lithium iron phosphate and nickel manganese cobalt battery technologies10.1016/j.fub.2024.100007 ↗
9. A review of lithium-ion battery recycling: technologies, sustainability, and open issues10.3390/batteries10010038 ↗
10. Recycling chains for lithium-ion batteries: a critical examination of current challenges, opportunities and process dependencies10.1016/j.wasman.2021.11.038 ↗
11. Study on pyrolysis pretreatment characteristics of spent lithium-ion batteries10.3390/separations10040259 ↗
12. Selective lithium Pre-Leaching from spent NMC black mass via pyrolysis (carbothermal thermal Treatment) and controlled leaching
13. Lithium-ion battery recycling—a review of the material supply and policy infrastructure10.1038/s41427-024-00562-8 ↗
14. Effect of thermal pre-treatment of spent lithium-ion batteries on the selective recovery of graphite anode by flotation10.1016/j.seppur.2025.133409 ↗
15. Hydrometallurgical recycling of lithium-ion batteries by reductive leaching with sodium metabisulphite10.1016/j.wasman.2017.09.032 ↗
16. Summary of pretreatment of waste lithium-ion batteries and recycling of valuable metal materials: a review10.3390/separations11070196 ↗
17. The recycling of end-of-life lithium-ion batteries and the phase characterization of Black mass10.3390/recycling8040059 ↗
18. Characterization and thermal treatment of the Black mass from spent lithium-ion batteries10.3390/su15010015 ↗
19. End-of-Life lithium-ion battery component mechanical liberation and separation10.1007/s11837-019-03828-7 ↗
20. Submerged comminution of lithium-ion batteries in water in inert atmosphere for safe recycling10.1039/D2YA00202G ↗
21. Decomposition of PVDF to delaminate cathode materials from end-of-life lithium-ion battery cathodes10.1016/j.jclepro.2022.133112 ↗
22. High-Temperature behavior of spent Li-Ion battery Black mass in inert atmosphere10.1007/s40831-022-00514-y ↗
23. Circular recycling strategies for LFP batteries: a review focusing on hydrometallurgy sustainable processing10.3390/met13030543 ↗
24. Material characterization of NMC black mass from end-of-life lithium-ion batteries for enhanced recycling strategies10.1039/D5MA00545K ↗
25. Pistoia · 2014
26. Industrial recycling of lithium-ion Batteries—A critical review of metallurgical process routes10.3390/met10081107 ↗
27. Li · 2023
28. Sample preparation procedures for elemental analysis of critical raw materials in lithium-ion battery black mass: challenges responding to the supplementary battery recycling regulation10.1016/j.jenvman.2025.124973 ↗
29. Influence of the cell type on yield and composition of black mass deriving from a mechanical recycling process of automotive Lithium-ion batteries
30. Rhodes · 2008
31. 2019
32. Importance of powder diffraction raw data archival in a curated database for materials science applications10.1107/S2052520624006607 ↗
33. PDF-5+: a comprehensive Powder Diffraction file™ for materials characterization10.1017/S0885715624000150 ↗
34. Schulze · 2007
35. Die Röntgenkleinwinkelstreuung von dichtgepackten kolloiden Systemen10.1007/BF01512792 ↗
36. Representation of results of particle size analysis.