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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-6338924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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