First-order friction models with bristle dynamics: lumped and distributed formulations
This new physics-based model could make robots more stable and precise.
Researchers have introduced a novel class of first-order dynamic friction models derived from fundamental physical principles, offering greater interpretability than empirical models. A key formulation closely resembles the widely-used LuGre model but is built from a simple rheological equation for a bristle element. The model is rigorously analyzed for stability and passivity—crucial for designing observers and controllers—and includes a distributed version using a hyperbolic PDE to model rolling contact friction. Validation against LuGre shows both similarities and key differences.
Why It Matters
More accurate and interpretable friction models are critical for improving the control and stability of robots and autonomous systems.