1、The Battery How to be competitive in uncertain market conditions?Recycler Challenge:The Battery Recycler Challenge:How to be competitive in uncertain market conditions?02Table of ContentsExecutive Summary .3 01.Introduction .402.Strategical Challenges .9 Battery Recycling Business Models .10 Battery
2、 Recycling Ownership Models .12 Collaboration Across the Battery Recycling Value Chain .1303.Operational and Technological Challenges .1404.Leveraging Digitalization and Automation to Overcome Operational and Technological Challenges 1605.Use Cases of Digitalization and Automation in Battery Recycli
3、ng .17 End-to End Perspective .17UnifiedDataConvergenceSystemfortheBatteryRecyclingValueChain .17 Reverse Logistics .18 Simulation-Based Approach for Reverse Logistics Network Design .18 AI-Powered Supply Chain Optimization for Battery Recycling .19 IoT Monitoring of Battery Condition During Transpo
4、rt and Storage .20 Battery Diagnosis .21OptimizedOff-LineBatteryDiagnoseTechniques .21 Battery Discharge .23 Fast and Safe Deep Discharge .23 Battery Disassembly .23 Automated Battery Disassembly .23 Material Recovery .25 Plant Simulation and Virtual Commissioning .25 Digital Twin for Hydrometallurg
5、ical Process Optimization .2806.Conclusions .3007.References .3108.About the authors .3703As the global transition to electric mobility and sustainable energy accelerates,battery recycling is emerging not just as an environmental imperative,but as a strategic lever for industrial competitiveness,res
6、ource security and circular value creation.Yet,despite its critical role,the industry stands at a crossroads.While global recycling capacity is expanding rapidly,the volume and predictability of feedstock remain deeply constrained.This disconnect is creating acute economic,operational and regulatory