Solution
EV Battery Disassembly Optimization System
Disassembly Optimization System for EV End-of-Life Batteries for Reuse and Recycling
Existing
Production Process
Production Process
Conventional method (labor-based process)
End-of-life battery pack intake
Top cover removal & diagnostics
Other parts disassembly
Module disassembly
Cell disassembly
Reuse & recycling
Fully Automated
Smart-Factory Process
Smart-Factory Process
Achieving full automation of IT, logistics, processes, and documentation
End-of-life battery pack intake
Top cover removal & diagnostics
Reuse & recycling
Developing Automation Equipment for EV Battery Disassembly & Recycling
01
Smart automation of EoL battery disassembly & diagnostics
02
Apply AI-based robot perception & control
03
A prevention and response system to proactively mitigate risks such as fire and gas exposure
04
Battery recognition and disassembly optimization by generation, type, and manufacturer
Automated disassembly line for end-of-life batteries
AI-Driven Disassembly Optimization
Automatic battery-type identification via vision AI and current-signal analysis
Deep-reinforcement-learning algorithms to optimize process flow
Full MLOps cycle that iterates data collection → training → continuous improvement
Integrated Control & Monitoring Software
Real-time dashboards ingesting sensor data from each process step
Thermal and gas detection with fire-risk prediction capabilities
Modular Automation Platform
Unitized stages for each step (pack → module → cell) with standardized interfaces
A customization algorithm that adapts to each client manufacturer’s structure
Auto-adaptive hardware design for new cell formats (LFP, pouch, cylindrical, etc.)
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