Mass ratio

Related papers: 8

About

Mass ratio is a fundamental dimensionless quantity expressing the proportion between two masses in a system — typically the ratio of a smaller mass to a larger one. In robotics and mechanical systems, mass ratio plays a critical role in dynamic modeling, particularly in multi-body systems where components such as motors, links, and payloads interact through flexible or rigid connections. For example, in two-mass drive systems common in industrial robots, the mass ratio between a motor and its connected load strongly influences torsional vibration behavior and control stability, making it a key parameter for designing resonance suppression strategies. Understanding mass ratio helps engineers predict natural frequencies, optimize actuator sizing, and tune controllers to maintain smooth, precise motion. In broader AI and robotics contexts, mass ratio informs simulation fidelity, reinforcement learning environment design, and the physical plausibility of robot models. Getting this parameter right is essential for bridging the gap between simulated and real-world robot performance, directly impacting safety, efficiency, and control robustness.

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