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Recycling of electrode production scrap: Development of dry, solvent-based and thermal mechanical processes for direct recycling

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The production of electrodes and cells for lithium-ion batteries (LIBs) accounts for a large proportion of the energy and materials used in the lifecycle of a battery. In addition, the ramp-up phase of a gigafactory in particular is associated with significant amounts of production scrap, which is in principle suitable for direct recycling as the active materials used (anode and cathode) do not yet show signs of electrochemical degradation. The direct recycling of these production scrap would therefore represent a significant reduction in the need for primary materials and thus a major environmental and economic benefit. However, it is still unclear which of the processes currently being investigated, mostly on a laboratory scale, will prove most successful in a large-scale industrial environment and have the greatest potential for direct and sustainable recycling of these production scraps.

In our presentation, we will give an overview of the most common processes (thermal, dry and solvent-based) and our in-depth investigations into the recycling of electrode scrap with the associated characteristics, advantages, disadvantages and challenges in terms of recovery rates, recyclate quality, process complexity, scalability and the resulting electrochemical performance of LIBs containing recyclate. Our investigations show that, depending on the type of electrode (anode or cathode), different processes lead to recycling rates of (in some cases well above) 90% and that these materials are in principle suitable for direct re-use in electrode production [1].

In the context of electrode processing, the recycling strategy and process complexity varies depending on the process route chosen, so rheological investigations and other electrode characterisation methods (such as adhesion and conductivity measurements) are presented. The results also show that the use of recyclates affects the electrode and cell properties and that this must be taken into account for successful direct recycling. Investigations into the performance of LIB cells containing recyclates demonstrate that they have the same or even improved capacities (approx. 165 mAh g-1 for graphite/NMC622 coin cells), so possible causes such as a shift in the electrode (anode and cathode) potentials are discussed. Finally, the results of the research will contribute to a better understanding of the direct recycling of electrode scrap and overall sustainable battery production.

[1] Marco Ahuis, Anas Aluzoun, Miriam Keppeler, Sebastian Melzig, Arno Kwade, Direct recycling of lithium-ion battery production scrap – Solvent-based recovery and reuse of anode and cathode coating materials, Journal of Power Sources, Volume 593, 2024

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Co-Autoren:
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Co-Autoren:
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Co-Autoren:
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Duc Minh Nguyen

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Co-Autoren:
Aleksei Kolesnikov, Laurin Profanter, Ibrahim Lawan, Janos Grewatsch, Martin Winter
MEETMaterial Level 1: Li-Ion Batteries
15.04.2026/11:102AEngineering Stable Interfaces: Modifying the Surface of NMC811 with Tailored Phosphonic and Phosphinic AcidsJens Timmermann
Co-Autoren:
Michael Hofmann, Eugen Khitro, Jan Sprenger, Maik Finze, Guinevere A. Giffin
Fraunhofer ISCMaterial Level 1: Li-Ion Batteries
15.04.2026/11:302AImproved electrochemical performance of Ni-Rich cathode by REDOX PILS coating for Lithium-Ion BatteriesMohamed AqilMohammed VI Polytechnic University (Morocco)Material Level 1: Li-Ion Batteries
15.04.2026/10:302BTowards Flexible and Scalable Battery Production: The Hybrid Cell Manufacturing ApproachToni VoebelMANUGY GmbHFFB: NRW
15.04.2026/10:502BMore Power and Range: Insights from Next-Generation Battery Cell Benchmarking and Pack DevelopmentDr. Hendrik LöbberdingFEV Europa GmbHFFB: NRW
15.04.2026/11:102BUnlocking the Potential of Commercial & Industrial Storage: Market Trends and Future Business ModelsPhilipp SattlerAlbert Seine GmbHFFB: NRW
15.04.2026/11:302BDigitalTwin, data processing and managementLukas AkemeVoltavision GmbHFFB: NRW
15.04.2026/10:302CIdentifying Universal Interphase Functionals by In Situ Raman SpectroscopyProf. Egbert Figgemeier
Co-Autoren:
Viviane Maccio-Figgemeier, Gebrekidan Gebresilassie Eshetu, Damian Mroz, Hyunsang Joo
Forschungszentrum JülichCell Level 1: Characterization Methods
15.04.2026/10:502CImpact of In-Plane and Through-Plane Thermal Gradients during Aging on the Thermophysical Properties of Lithium-Ion Battery ElectrodesLeonie Pfeifer
Co-Autoren:
S. Herberger, Th. Wetzel, P. Seegert
Karlsruhe Institute of Technology (KIT)Cell Level 1: Characterization Methods
15.04.2026/11:102CCauses and Detrimental Effects of Electrolyte Motion in Battery CellsDr. Simon Wiemers-MeyerUniversity of Münster - MEET Battery Research CenterCell Level 1: Characterization Methods
15.04.2026/11:302CCoupled Heat, Strain and Electrochemistry Fingerprints: A multi-physics in-situ and Operando FBG Based Lithium-Ion Cells Diagnostics.Electrical Engineering Isaac Shina DzorgbenyoTechnical University of BerlinCell Level 1: Characterization Methods
15.04.2026/13:353AThe Impact of Electrolyte Composition on Fast Charging Capabilities and Capacity Retention at High C-ratesSebastian Klick
Co-Autoren:
Jingwen Weng, Gereon Stahl, Dirk Uwe Sauer
RWTH AachenMaterial Level 2: Electrolyte & Separators
15.04.2026/13:553ADiagnostic-Induced Deterioration in Lithium-Ion Cells: Separator EffectsAnna Rollin
Co-Autoren:
Michael Kurrat, Petr Novák
TU BraunschweigMaterial Level 2: Electrolyte & Separators
15.04.2026/14:153AFrom Basic Investigations to High-Voltage Performance: Biobased Additives in Electrolyte DesignDr. Nils Flothkötter
Co-Autoren:
Simon Albers, Anindityo Arifiadi, Nick Fehlings, Niklas M. Abke, Alexandros Tsoufios, Kai-Uwe Lubisch Roelfs, Lisa Sophie Wrobel, Dirk Prüfer, Martin Winter and Johannes Kasnatscheew
Universität MünsterMaterial Level 2: Electrolyte & Separators
15.04.2026/14:353AAmorphous MOF-Coated Separators for Durable Lithium–Sulfur BatteriesPhD Önder Tekinalp
Co-Autoren:
Önder Tekinalp1, Zainab Waris1, Tor Olav Sundeb2, Didrik Småbråtenb2, Mathieu Grandcolasb2, Nikolai Helth Gaukåsb2, Liyuan Deng1
Norwegian University of Science and TechnologyMaterial Level 2: Electrolyte & Separators
15.04.2026/13:353BMore Power and Range: Insights from Next-Generation Battery Cell Addressing Power-Energy Trade-offs with Multilayer Electrodes and Pack DevelopmentPaul Baade8inksFFB: Startups
15.04.2026/13:553BCan sulfur be the next big thing in batteries?Dr. Ulrich EhmesTheionFFB: Startups
15.04.2026/14:153BUnlocking large-area ceramic solid-state electrolyte membranes via scalable wet-chemical processingSteffen WeinmannQkera GmbHFFB: Startups
15.04.2026/14:353BMisconceptions about sodium-ion batteries Tom BötticherLitona GmbHFFB: Startups
15.04.2026/13:353CBridging the Gap Between Experimental and Computational Battery Research - A Collaborative Workflow for Accelerated Model DevelopmentDr.-Ing. Dennis Kopljar
Co-Autoren:
John Mugisa, Micha Philipp, Christina Schmitt, Gautam Sreedevi, Yannick Kuhn, Birger Horstmann (DLR), Elias Barber, Weihan Li (FZJ), Simon Clark, August Johansson (SINTEF), Dibyendu Ghosh, David Howey (University of OxfordOxford)
Deutsches Zentrum für Luft- und Raumfahrt (DLR)Cell Level 3: Modelling & Parametrization
15.04.2026/13:553CSimulative Investigation of the Thermophysical Properties of Established and Novel Battery MaterialsRaphael Mühlpfort
Co-Autoren:
S. Herberger, L. Pfeifer, Th. Wetzel, P. Seegert
Karlsruhe Institute of Technology (KIT)Cell Level 3: Modelling & Parametrization
15.04.2026/14:153CRigorous Benchmarking of Battery Chemistries: Insights from Measuring and Modelling more than 300 CellsDr.-Ing. Michael Schönleber
Co-Autoren:
Lukas Wehrle
Batemo GmbHCell Level 3: Modelling & Parametrization
15.04.2026/14:353CExperimental investigation and simulation of thermal runaway behaviour of cylindrical and prismatic LFP cellsMSc Nishant Jakhiya
Co-Autoren:
Dr.-Ing. Andreas Viehmann
EDAG Engineering GmbHCell Level 3: Modelling & Parametrization
15.04.2026/16:454AHow Microstructure Governs the Interpretation of Solid-State Battery Materials PropertiesMaximilian Kissel
Co-Autoren:
Kilian Vettori, Jürgen Janek
Justus-Liebig-Universität GießenMaterial Level 3: Solid State Batteries
15.04.2026/17:054AAnode-Free Solid-State Sodium BatteriesProf. Dr. Stefano Passerini
Co-Autoren:
Yanjiao Ma, Yuan Ma, Zhen Chen
Karlsruhe Institute of TechnologyMaterial Level 3: Solid State Batteries
15.04.2026/17:254AEnhanced ASSB Cell with Frame Pouch DesignDr. techn. Roman Zettl
Co-Autoren:
Volker Hennige, Daniel Rettenwander
AVL List GmbHMaterial Level 3: Solid State Batteries
15.04.2026/17:454ASmart Organic Molecules for Sulfide Batteries: Trapping H₂S and Stabilizing High-Voltage InterfacesPh.D Charlotte Mallet
Co-Autoren:
Lara Faour, Fabien Nassoy, Emmanuelle Garitte, Segey Krachkovskiy, Fleutot Benoit
Hydro-QuebecMaterial Level 3: Solid State Batteries
15.04.2026/16:454BScaling Battery Cell Technology at BMW - From Product to Production CompetenceDr. Juliane KlugeBMW AGFFB: Production
15.04.2026/17:054BBridging the gap between solid-state battery research and commercialisation Jan RonsmansSolithorFFB: Production
15.04.2026/17:254BIndustrial Dry Coating and 21700 Cylindrical Cells – Efficient Production Processes for Next-Generation BatteriesDr. Stefan PermienUniverCell Holding GmbHFFB: Production
15.04.2026/17:454BtbdDr. Rahul GopalakrishnanAVESTAFFB: Production
15.04.2026/16:454CThe Power of Machine Learning to Unveil Behavioral Patterns in BEV OperationRobin Saam
Co-Autoren:
Jens Grabow, Ralf Benger, Ines Hauer
Volkswagen AGAI & Machine Learning: Machine Learning for Battery Development
15.04.2026/17:054CMachine learning meets LFP batteries: Modelling and Diagnostics ChallengesProf. Dr.-Ing. Weihan Li
Co-Autoren:
Lisen Yan, Jue Chen, Daniel Luder, Dirk Uwe Sauer
ISEA, RWTH AachenAI & Machine Learning: Machine Learning for Battery Development
15.04.2026/17:254CPredicting Thermal Runaway Behavior in Li-Ion Batteries Using Machine Learning and Physics-Based ModelingDr. Elixabete Ayerbe
Co-Autoren:
F. J. Méndez-Corbacho, A. Mochón, D. del Olmo, E. Ayerbe
CIDETEC Energy StorageAI & Machine Learning: Machine Learning for Battery Development
15.04.2026/17:454CPhysics-based modeling of cyclic and calendar aging in Li-ion batteries with Silicon-Graphite composite anodesMicha Philipp
Co-Autoren:
Lukas Köbbing, Arnulf Latz, Birger Horstmann
DLRAI & Machine Learning: Machine Learning for Battery Development
16.04.2026/10:305ARegion-specific optimization of lithium- and sodium-ion battery cells for costs and performanceJonas Sprengelmeyer
Co-Autoren:
Helmut Ehrenberg, Werner Bauer, Marcel Weil (KIT)
Volkswagen AGMaterial Level 4: Na-Ion Batteries
16.04.2026/10:505AFrom laboratory to application – Differences between small and large Li- and Na-ion battery cellsPD Dr. Thomas Waldmann
Co-Autoren:
Alessandro Innocenti, Vanessa Scheck, Katharina Bischof, Rebecca Feser, Philipp Moosmann, Michael Kasper, Mario Marinaro, Alice Hoffmann, Margret Wohlfahrt-Mehrens, Rares-George Scurtu, Ilona Jipa, Peter Axmann, Markus Hölzle
ZSWMaterial Level 4: Na-Ion Batteries
16.04.2026/11:105APhase Transitions in Commercial NFM | Hard Carbon Sodium-Ion Cells: Study on Cut-off Voltage related AgingAndrea Kinberger
Co-Autoren:
Dr. Tom Rüther, Niklas Feistel, Dr. Qingsong Wang, Prof. Dr. Matteo Bianchini, Prof. Dr. Michael Danzer
Universität BayreuthMaterial Level 4: Na-Ion Batteries
16.04.2026/11:305ADesigning Core–Shell Carbon Materials to Elucidate the Structure-Performance Relationship for Sodium StorageDr. rer. nat. Jonas Krug von Nidda
Co-Autoren:
P. Appel, S.-H. Wu, A. I. Freytag, C. Prinz, J. J. Low, G. Smales, B. Pauw, N. E. Asres, P. Adelhelm and T.-P. Fellinger
Bundesanstalt für Materialforschung und -prüfung (BAM)Material Level 4: Na-Ion Batteries
16.04.2026/10:305BLithium plating in commercial lithium-ion cells: An extensive study combining electrical methods with post-mortem analysisHeinrich Ditler
Co-Autoren:
Thorsten Tegetmeyer-Kleine, Gereon Stahl, Christiane Rahe, Dirk Uwe Sauer
ISEA RWTH AachenCell Level 4: Aging & Lithium Plating
16.04.2026/10:505BAging-related thermal conductivity change in LFP automotive batteries: characterization and understanding through internal optical-fiber temperature sensors, ex-situ and modelling analysesMartino Fortunati
Co-Autoren:
Pietro Bertocchi, Andrea Casalegno, Claudio Rabissi
Politecnico di MilanoCell Level 4: Aging & Lithium Plating
16.04.2026/11:105BAssessing the Impact of Heterogeneous Pressure on the Lifespan of Lithium-Ion Battery CellsMathis Boutrouelle
Co-Autoren:
Remy Panariello, Yvan Reynier, Eric Mayousse, Sébastien Martinet
French Alternative Energies and Atomic Energy Commission (CEA)Cell Level 4: Aging & Lithium Plating
16.04.2026/11:305BA Unified Testing Method for Systematic Evaluation of Lithium Plating in Commercial Li-Ion BatteriesArdjola Grapentin
Co-Autoren:
Timo Rüwald, Luis Magana Diaz, Julia Kowal
Technische Universität BerlinCell Level 4: Aging & Lithium Plating
16.04.2026/10:305CWholesale Trading for Grid-Scale Battery Energy Storage SystemsDavid Schaurecker
Co-Autoren:
Prof. David Wozabal
ETH ZurichApplications 1: Stationary Energy Systems & Grid Integration
16.04.2026/10:505CFrom Asian Dominance to Western Resurgence: How Next-Gen Batteries Reshape Global Applications and MarketsTjark Ingber
Co-Autoren:
Markus Hackmann, Ines Miller
P3 Automotive GmbHApplications 1: Stationary Energy Systems & Grid Integration
16.04.2026/11:105CBattery system development based on Al-ion cell chemistry for grid stabilization applicationsDr. Franziska Jach
Co-Autoren:
M. Eckert (Fraunhofer IISB), J. Klink (TU Clausthal), M. Hessmann (Fraunhofer IISB), J. Wesseler (FAU Erlangen-Nürnberg), M. Bamberg (Fraunhofer IISB), M. Kordell (HIMA), F. Abdollahnejadbarough (HIMA), B.-A. Rheinfelder (HIMA), J. Kromminga (Accurec), D. Anguera Sempere (Accurec), A. Horch (HIMA), R. Nagy (FAU Erlangen-Nürnberg), R. Benger (TU Clausthal), R. Schwarz (Fraunhofer IISB), V. Lorenz (Uni Bayreuth / Fraunhofer IISB), U. Wunderwald (Fraunhofer IISB)
Fraunhofer IISBApplications 1: Stationary Energy Systems & Grid Integration
16.04.2026/11:305CQuantifying the Impact of Schedule Freezes on Redispatch Needs and Battery Revenues in the German Power SystemJonas Brucksch
Co-Autoren:
Michael Schael, Markt Junker, Dirk Uwe Sauer
ISEA RWTH AachenApplications 1: Stationary Energy Systems & Grid Integration
16.04.2026/13:356AChange of thermal properties of a Li-ion battery cell in the abuse region and after thermal runawayNikola Vujnović
Co-Autoren:
Karl Hohenber, Patrick Höschele, Christian Ellersdorfer
Rimac Technology d.o.o.Pack Level 1: Materials & Thermal Management
16.04.2026/13:556AHow do particles affect vented thermal runaway in confined battery systems?Master of Engineering Wensheng Huang
Co-Autoren:
Gregory J. Offer, Huizhi Wang
Imperial College LondonPack Level 1: Materials & Thermal Management
16.04.2026/14:156AModeling Battery Vent Gas Ignition during Thermal Runaway: From Chemical Kinetics to System-Level SafetyFelix ElsnerRWTH Aachen UniversityPack Level 1: Materials & Thermal Management
16.04.2026/14:356A"A simulation methodology for detecting arc formation in EV batteries during thermal propagation"Diplom-Ingenieur Rüdiger Beykirch
Co-Autoren:
Sebastian Kox
FEV Europe GmbHPack Level 1: Materials & Thermal Management
16.04.2026/13:356BMetal extraction and Recovery with Electrochemical MethodsDr. Christian Modrzynski
Co-Autoren:
Mark M. Pradja, Armin Leonhard, Sebastian A. Held
DECHEMA-ForschungsinstitutLife Cycle 1: Second Use & Recycling
16.04.2026/13:556BInnovative two-step approach for recycling end-of-life sodium-ion batteriesJudith Sabata MasEURECAT and Politec University of CatalunyaLife Cycle 1: Second Use & Recycling
16.04.2026/14:156BStrategies and concepts for sustainable batteries: Advancing circularity and resilience in a European battery value chainSteffen Link
Co-Autoren:
Tim Hettesheimer, Maximilian Stephan, Christoph Neef, Annegret Stephan, Lukas Weymann, Tim Wicke, Axel Thielmann
Fraunhofer-Institut für System- und Innovationsforschung ISILife Cycle 1: Second Use & Recycling
16.04.2026/14:356BA Greener Solvent-Extraction Strategy Using Supercritical CO₂ for Lithium and Critical Metal RecoveryDr. Maximiliano Andrés Zensich
Co-Autoren:
Simon Wiemers‐Meyer, Martin Winter, Sascha Nowak
MEET Battery Research CenterLife Cycle 1: Second Use & Recycling
16.04.2026/13:356CTowards Impedance-Based Battery Management Functions: A New Framework for DC-Biased Impedance Analysis Under Dynamic ConditionsDaniel Lederer
Co-Autoren:
Simon Schwunk, Michael A. Danzer
Dr. Ing. h.c. F. Porsche AktiengesellschaftApplications 2: Automotive & Mobility Applications
16.04.2026/13:556CPartial use of silicon in lithium-ion batteries with silicon-graphite composite electrodes to enormously increase lifetimeMathias Rehm
Co-Autoren:
Riedel, Yannis; Roehrer, Franz; Guenthner, Moritz; Jossen, Andreas
Technical University of MunichApplications 2: Automotive & Mobility Applications
16.04.2026/14:156CChallenges in Risk Evaluation of Battery Energy Storage SystemsDr. rer. nat. Max Distel
Co-Autoren:
Andreas Henkel, Ralf Fabian
TÜV Rheinland Industrie ServicesApplications 2: Automotive & Mobility Applications
16.04.2026/14:356CMultiphysics Simulation of Lateral Impact Effects on EV Battery Safety: From Mechanical Deformation to Thermal Runaway PredictionMaurits van den Boogaard
Co-Autoren:
TBC
Siemens Digital Industries Software GmbHApplications 2: Automotive & Mobility Applications
14.04.2026/13:20Keynote 1Can batteries live forever?Prof. Maitane BerecibarVUB – Vrije Universiteit Brussel
14.04.2026/13:55Keynote 2Thermal safety of lithium batteries and beyond – Can we balance high risk/high gain and low risk/low return?Dr. Markus BörnerUniversity of Münster
15.04.2026/9:00Keynote 3First steps for Blue Solutions‘ solid-state batteries: from applications to end-of-life managementRichard BouveretBlue Solutions S.A.S.
15.04.2026/9:35Keynote 4Next generation batteries – where can we possibly be 2030+?Prof. Patrick JohanssonÅngström, Uppsala University
16.04.2026/9:00Keynote 5Tiamat: Towards the optimization and commercialization of the unique sodium-ion battery chemistry for high power charging applicationsMathieu MathieuTiamat
16.04.2026/9:35Keynote 6Opportunities in Algorithmic Trading for Battery Storage in Short-Term Electricity MarketsProf. David WozabalVrije Universiteit Amsterdam