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◆ Robotics and Autonomous Systems2026-04-02· Computer science

Comparative analysis of force control strategies to reduce impact and rebound in industrial robotic arms for stable contact in manufacturing disassembly

Unai Granados, Axier Ugartemendia, Jorge Juan Gil, Emilio Sánchez

原始摘要(英文原文)· Original abstract
The pressing issue of electronic waste (e-waste) presents a significant environmental and economic challenge. Automating e-waste disassembly is crucial for resource recovery, but achieving stable robotic contact is difficult due to highly variable material stiffnesses. To address this, this paper proposes a robust control framework with three primary contributions. First, an accurate dynamic model is derived via frequency-domain system identification, enabling analytical gain optimization within theoretical stability limits. Second, we present a rigorous comparative analysis of Admittance-based Direct Force Control (ADFC) and Hybrid Force/Velocity Control (HFVC), demonstrating a quantified 59% reduction in impact forces. Third, we introduce a binary Gain Scheduling strategy driven by Adaptive Stiffness Estimation, which identifies effective stiffness in real-time ( < 10 ms) to adjust gains according to soft or hard material properties. Validated through simulations and real-world experiments on a STÄUBLI TX2-140 industrial robot, this approach effectively bridges the sim-to-real gap, eliminating the model mismatch typical of fixed-gain controllers without requiring continuous re-tuning, ensuring reliable contact across diverse industrial materials. • Accurate manipulator model derived via frequency identification for gain optimization • Adaptive Stiffness Estimation algorithm identifies material properties in < 10 ms. • Binary gain scheduling at 110 kN/m stiffness threshold bridges the sim-to-real gap. • Compared direct force vs. hybrid force/velocity control for contact effectiveness. • Contact impact forces reduced by 59% compared to classic robotic controllers.
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Comparative analysis of force control strategies to reduce impact and rebound in industrial robotic arms for stable contact in manufacturing disassembly — 科研速览 Science Skim