The Impact of Geometric Continuities (C1, C2, and C3) on the Trajectories of Industrial Robots

This article presents a mathematical analysis of the geometric continuity of industrial robot trajectories, highlighting the influence of continuity conditions on velocity, acceleration, and vibration profiles. This study proposes an original approach: isolating geometric continuity as an independent parameter and the comparative evaluation of the continuity levels C1, C2, and C3 using a series of pre-computed kinematic metrics: vibration energy, acceleration variability, and trajectory curvature stability. The methodology is validated by numerical simulations performed with RoboDK for trajectory generation and by post-processing in Python for metric evaluation. The results indicate that C1 trajectories exhibit discontinuities in the higher-order derivatives, which lead to undesirable kinematic behaviors, while C2 continuity represents the minimum requirement for an acceptable, stable motion in industrial applications. Higher-order continuity, C3, brings greater regularity to the trajectories, but the practical advantages are limited and relatively insignificant for standard industrial applications.

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Publication Details

Journal
Technologies
Published
2026-03-13
DOI
https://doi.org/10.3390/technologies14030176
Primary Topic
Robotic Mechanisms and Dynamics
Type
article
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article

The Impact of Geometric Continuities (C1, C2, and C3) on the Trajectories of Industrial Robots

Marius-Valentin Drăgoi, Cozmin Adrian Cristoiu, Roxana-Adriana Puiu, Roxana-Mariana Nechita et al.
Technologies
Robotic Mechanisms and Dynamics
article

The Impact of Geometric Continuities (C1, C2, and C3) on the Trajectories of Industrial Robots

Marius-Valentin Drăgoi, Cozmin Adrian Cristoiu, Roxana-Adriana Puiu, Roxana-Mariana Nechita, Bogdan Nicolae Stoian, Gabriel Petrea, Cristina Luciana Dudici
article en

Abstract

This article presents a mathematical analysis of the geometric continuity of industrial robot trajectories, highlighting the influence of continuity conditions on velocity, acceleration, and vibration profiles. This study proposes an original approach: isolating geometric continuity as an independent parameter and the comparative evaluation of the continuity levels C1, C2, and C3 using a series of pre-computed kinematic metrics: vibration energy, acceleration variability, and trajectory curvature stability. The methodology is validated by numerical simulations performed with RoboDK for trajectory generation and by post-processing in Python for metric evaluation. The results indicate that C1 trajectories exhibit discontinuities in the higher-order derivatives, which lead to undesirable kinematic behaviors, while C2 continuity represents the minimum requirement for an acceptable, stable motion in industrial applications. Higher-order continuity, C3, brings greater regularity to the trajectories, but the practical advantages are limited and relatively insignificant for standard industrial applications.

TechnologiesVol. 14(3)
Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
Industry, innovation and infrastructure
Openalex Percentile: Top 23%
Robotic Mechanisms and Dynamics
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