Autonomous driving paper index

Maximising material recovery from end-of-life electric traction motors via disassembly

2026-07-24 · Resources Conservation and Recycling

autonomous drivingtesla

One-line summary

This study presents a disassembly strategy for end-of-life electric drive units, focusing on the selective extraction of rotor cores containing rare earth permanent magnets for recycling and remanufacturing.

Engineering notes

Key topics: autonomous driving, tesla. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

This study presents a disassembly strategy for end-of-life electric drive units, focusing on the selective extraction of rotor cores containing rare earth permanent magnets for recycling and remanufacturing. Using Tesla Model Y drive unit as a case study, manual disassembly was conducted to identify technical challenges and define process requirements for automation, with particular emphasis on component accessibility and damage-free separation. A systematic disassembly map was developed to capture component hierarchies, joining methods, and tooling requirements, enabling robotic simulation of automated disassembly. The results indicate that custom tooling has the potential to substantially reduce reliance on manual operations and decrease processing time from hours to minutes, thereby improving operational efficiency. The proposed strategy could potentially enhance material recovery, minimise contamination, and support circular economy principles. Future work will focus on developing flexible robotic systems capable of handling diverse motor variants to improve scalability and industrial implementation.

5.5Engineering value
7.0Research novelty
6.0Business relevance

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