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A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles

The design and operation of manufacturing systems is evolving to adapt to different challenges. One of the most important is the reconfiguration of the manufacturing process in response to context changes (e.g., faulty equipment or urgent orders, among others). In this sense, the Autonomous Transpor...

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Detalles Bibliográficos
Autores principales: Martin, Jon, Casquero, Oskar, Fortes, Brais, Marcos, Marga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338924/
https://www.ncbi.nlm.nih.gov/pubmed/30585212
http://dx.doi.org/10.3390/s19010069
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author Martin, Jon
Casquero, Oskar
Fortes, Brais
Marcos, Marga
author_facet Martin, Jon
Casquero, Oskar
Fortes, Brais
Marcos, Marga
author_sort Martin, Jon
collection PubMed
description The design and operation of manufacturing systems is evolving to adapt to different challenges. One of the most important is the reconfiguration of the manufacturing process in response to context changes (e.g., faulty equipment or urgent orders, among others). In this sense, the Autonomous Transport Vehicle (ATV) plays a key role in building more flexible and decentralized manufacturing systems. Nowadays, robotic frameworks (RFs) are used for developing robotic systems such as ATVs, but they focus on the control of the robotic system itself. However, social abilities are required for performing intelligent interaction (peer-to-peer negotiation and decision-making) among the different and heterogeneous Cyber Physical Production Systems (such as machines, transport systems and other equipment present in the factory) to achieve manufacturing reconfiguration. This work contributes a generic multi-layer architecture that integrates a RF with a Multi-Agent System (MAS) to provide social abilities to ATVs. This architecture has been implemented on ROS and JADE, the most widespread RF and MAS framework, respectively. We believe this to be the first work that addresses the intelligent interaction of transportation systems for flexible manufacturing environments in a holistic form.
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spelling pubmed-63389242019-01-23 A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles Martin, Jon Casquero, Oskar Fortes, Brais Marcos, Marga Sensors (Basel) Article The design and operation of manufacturing systems is evolving to adapt to different challenges. One of the most important is the reconfiguration of the manufacturing process in response to context changes (e.g., faulty equipment or urgent orders, among others). In this sense, the Autonomous Transport Vehicle (ATV) plays a key role in building more flexible and decentralized manufacturing systems. Nowadays, robotic frameworks (RFs) are used for developing robotic systems such as ATVs, but they focus on the control of the robotic system itself. However, social abilities are required for performing intelligent interaction (peer-to-peer negotiation and decision-making) among the different and heterogeneous Cyber Physical Production Systems (such as machines, transport systems and other equipment present in the factory) to achieve manufacturing reconfiguration. This work contributes a generic multi-layer architecture that integrates a RF with a Multi-Agent System (MAS) to provide social abilities to ATVs. This architecture has been implemented on ROS and JADE, the most widespread RF and MAS framework, respectively. We believe this to be the first work that addresses the intelligent interaction of transportation systems for flexible manufacturing environments in a holistic form. MDPI 2018-12-25 /pmc/articles/PMC6338924/ /pubmed/30585212 http://dx.doi.org/10.3390/s19010069 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martin, Jon
Casquero, Oskar
Fortes, Brais
Marcos, Marga
A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title_full A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title_fullStr A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title_full_unstemmed A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title_short A Generic Multi-Layer Architecture Based on ROS-JADE Integration for Autonomous Transport Vehicles
title_sort generic multi-layer architecture based on ros-jade integration for autonomous transport vehicles
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338924/
https://www.ncbi.nlm.nih.gov/pubmed/30585212
http://dx.doi.org/10.3390/s19010069
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