<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The use of mobile platforms can help employees automate manual processes and streamline operations to save time and perform their tasks safely and accurately. A power-assisted vehicle to move weight around the place – solution: inexpensive, easy to apply, reliable, safe. It can adjust to various tasks, operators’ gait, loads up to 500 kg. It is a relatively inexpensive, easy-to-apply, reliable, and safe solution for moving weight. The motivation of the study is to increase efficiency and reduce physical strain on the operator in material handling tasks and to promote the implementation of this smart platform. Artificial intelligence learning methods are applied to adapt to individual operator’s experience, resulting in a personalized and more comfortable interaction with the help of Q-learning algorithm with 256 learning outcomes in adjusting controller settings: damping, mass, stiffness.</p>
</abstract>

The use of mobile platforms can help employees automate manual processes and streamline operations to save time and perform their tasks safely and accurately. A power-assisted vehicle to move weight around the place – solution: inexpensive, easy to apply, reliable, safe. It can adjust to various tasks, operators’ gait, loads up to 500 kg. It is a relatively inexpensive, easy-to-apply, reliable, and safe solution for moving weight. The motivation of the study is to increase efficiency and reduce physical strain on the operator in material handling tasks and to promote the implementation of this smart platform. Artificial intelligence learning methods are applied to adapt to individual operator’s experience, resulting in a personalized and more comfortable interaction with the help of Q-learning algorithm with 256 learning outcomes in adjusting controller settings: damping, mass, stiffness.

Improving Human-Robot Physical Interaction Comfort in Material Handling Tasks Using a Smart Platform

Technical University of Liberec, Faculty of Mechanical Engineering

ACC JOURNAL

This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License.

The use of mobile platforms can help employees automate manual processes and streamline operations to save time and perform their tasks safely and accurately....

Improving Human-Robot Physical Interaction Comfort in Material Handling Tasks Using a Smart Platform

Pubblicato online: 29 gen 2024

Pagine: 23 - 33

DOI: https://doi.org/10.15240/tul-004-2023-1-002

Parole chiave
Q-learning algorithms, Smart platform, AI, HRI, Material handling tasks, Human comfort criteria

© 2023 Dmitry Kochubey, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License.

Improving Human-Robot Physical Interaction Comfort in Material Handling Tasks Using a Smart Platform

Pubblicato online: 29 gen 2024

Pagine: 23 - 33

DOI: https://doi.org/10.15240/tul-004-2023-1-002

Parole chiaveQ-learning algorithms, Smart platform, AI, HRI, Material handling tasks, Human comfort criteria

© 2023 Dmitry Kochubey, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License.

Parole chiave
Q-learning algorithms, Smart platform, AI, HRI, Material handling tasks, Human comfort criteria