Bio-Inspired Predictive Maintenance for Autonomous Robot Swarms

Executive Summary

The resilience of autonomous robot swarms is frequently compromised by gradual hardware degradation, a subtle failure mode that traditional binary detection systems often miss until catastrophic immobilization occurs. The Artificial Antibody Population Dynamics (AAPD) model introduces a novel, bio-inspired approach to fault tolerance, m…