B-Splined Trajectory Modified Generation to Maximize Speed of the Nonholonomic AMR Robot

Abstract: Trajectory path generation is critical for the Autonomous Mobile Robot (AMR) when moving frequently in the working environment in the shop floor to transport loads from one work station to another continuously. Traditionally, the AMR moves from one point to stop at the next point or turn which is inefficient and consumes much energy. This paper proposes the new concept of AMR trajectory path planning with curvature driven by maximizing speed control of the differential drive at each curve to move smoothly. B-splined is commonly applied to CAD and CAM machining effectively for tool path trajectory. Therefore, the B-splined curvature is studied and validated by simulation together with energy consumption. The simulation is on Matlab Simulink with numerical model. It is investigated that the B-splined trajectory is efficient in animating the AMR’s actual system. The velocity can obtain both linear and angular velocity of the AMR movements on forward and backward directions as well as the acceleration. The trajectory can be selected based on the degree of closeness and used to generate speed and velocity control for the AMR system.

Authors

Publication Details

Journal
Journal of Machine Engineering
Published
2024-11-22
DOI
https://doi.org/10.36897/jme/196037
Citations
3
Primary Topic
Robotic Mechanisms and Dynamics
Type
article
Field-Weighted Citation Impact
0.98
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

B-Splined Trajectory Modified Generation to Maximize Speed of the Nonholonomic AMR Robot

Husam A. Neamah, Rawitch Butdee
3 citations
Journal of Machine Engineering
Robotic Mechanisms and Dynamics
0.98
article

B-Splined Trajectory Modified Generation to Maximize Speed of the Nonholonomic AMR Robot

Husam A. Neamah, Rawitch Butdee
article en
3 citations

Abstract

Abstract: Trajectory path generation is critical for the Autonomous Mobile Robot (AMR) when moving frequently in the working environment in the shop floor to transport loads from one work station to another continuously. Traditionally, the AMR moves from one point to stop at the next point or turn which is inefficient and consumes much energy. This paper proposes the new concept of AMR trajectory path planning with curvature driven by maximizing speed control of the differential drive at each curve to move smoothly. B-splined is commonly applied to CAD and CAM machining effectively for tool path trajectory. Therefore, the B-splined curvature is studied and validated by simulation together with energy consumption. The simulation is on Matlab Simulink with numerical model. It is investigated that the B-splined trajectory is efficient in animating the AMR’s actual system. The velocity can obtain both linear and angular velocity of the AMR movements on forward and backward directions as well as the acceleration. The trajectory can be selected based on the degree of closeness and used to generate speed and velocity control for the AMR system.

Journal of Machine EngineeringVol. 24(4)
Affordable and clean energy
Openalex Percentile: Top 23%
Robotic Mechanisms and Dynamics
0.98
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

B-Splined Trajectory Modified Generation to Maximize Speed of the Nonholonomic AMR Robot — Husam A. Neamah, Rawitch Butdee · Journal of Machine Engineering (2024) | TGRS Research Map | TGRS