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A brief review on Multi-Agent System Approaches and Methodologies 多智能体系统方法和方法综述
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03153547
M. Pérez-Pons, Javier Parra-Domínguez, Camilo Anzola-Rojas, Ramón J. Durán Barroso, I. Miguel, J. Queiroz, Paulo Leitão
{"title":"A brief review on Multi-Agent System Approaches and Methodologies","authors":"M. Pérez-Pons, Javier Parra-Domínguez, Camilo Anzola-Rojas, Ramón J. Durán Barroso, I. Miguel, J. Queiroz, Paulo Leitão","doi":"10.14201/0aq03153547","DOIUrl":"https://doi.org/10.14201/0aq03153547","url":null,"abstract":"Agents are understood by definition as entities that interact with their environment and also with other agents. Thus, when two or more agents are able to work together in order to solve a common problem, they form a multi-agent system (MAS). MAS are systems that integrate a set of agents that interact, communicate and coordinate to achieve the established objectives. MAS are designed to meet a set of objectives according to a set of rules and standards. This article briefly summarizes different MAS classifications and methodologies that have been extensively used in the literature.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130215362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Review on the applications of Multi-Agent Systems in Agriculture 多智能体系统在农业中的应用综述
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03154957
M. Pérez-Pons, Javier Parra-Domínguez, Juan Manuel Corchado, Jorge Meira, G. Marreiros
{"title":"Review on the applications of Multi-Agent Systems in Agriculture","authors":"M. Pérez-Pons, Javier Parra-Domínguez, Juan Manuel Corchado, Jorge Meira, G. Marreiros","doi":"10.14201/0aq03154957","DOIUrl":"https://doi.org/10.14201/0aq03154957","url":null,"abstract":"Recent technological advances have led to the development of numerous platforms for precision agriculture, which help farmers access detailed information and make the right decisions regarding the management of their farm. Adapting the application of chemicals to crop demands or estimating optimal irrigation duration, are just some possibilities offered by multi-agent systems. Numerous multi-agent systems have been developed for use in precision agriculture. This article reviews state-of-the-art multi-agent systems and their uses in agriculture.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128744872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Machine Learning Based Framework for PdM 基于机器学习的PdM框架
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03151124
Jorge Meira, Luís Rodrigues, Marta Fernandes, J. Queiroz, Paulo Leitão, G. Marreiros
{"title":"A Machine Learning Based Framework for PdM","authors":"Jorge Meira, Luís Rodrigues, Marta Fernandes, J. Queiroz, Paulo Leitão, G. Marreiros","doi":"10.14201/0aq03151124","DOIUrl":"https://doi.org/10.14201/0aq03151124","url":null,"abstract":"The need for adaptation led the industry to evolve into a new revolution, where connectivity, amount of data, new devices, stock reduction, personalization and production control gave rise to Industry 4.0. Predictive maintenance is based on historical data, models and knowledge of the domain in order to predict trends, patterns of behavior and correlations by statistical models or Machine Learning to predict pending failures in advance. This paper presents a review of most applied machine learning techniques, comparing different authors’ approaches used in predictive maintenance. Also, a conceptual machine learning framework is proposed to tackle various predictive maintenance challenges such as failure forecast, anomaly detection and Remaining Useful Life prediction.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"255 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134219223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prefacie
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq0315910
Javier Parra Domínguez, C. Ramos, G. Marreiros
{"title":"Prefacie","authors":"Javier Parra Domínguez, C. Ramos, G. Marreiros","doi":"10.14201/0aq0315910","DOIUrl":"https://doi.org/10.14201/0aq0315910","url":null,"abstract":"","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115963995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Technological Applications for Sustainable Agriculture : A trinomial 可持续农业的技术应用:三项式
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03152533
M. Pérez-Pons, Javier Parra-Domínguez, J. Corchado, J. Queiroz, Paulo Leitão
{"title":"Technological Applications for Sustainable Agriculture : A trinomial","authors":"M. Pérez-Pons, Javier Parra-Domínguez, J. Corchado, J. Queiroz, Paulo Leitão","doi":"10.14201/0aq03152533","DOIUrl":"https://doi.org/10.14201/0aq03152533","url":null,"abstract":"In recent years, technological development has made it possible to implement sustainability-oriented solutions in the agricultural sector, leading to significant improvements. The practical application of information and communication technologies and of blockchain technology in agriculture, gives a deeper digital meaning to agricultural challenges and possibilities. This article addresses the trinomial: technology, agriculture and sustainability. The present research reviews some examples of the application of those technologies in real-world scenarios, as well as their evolution and contribution to agricultural sustainability.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128713614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ensino de Robótica Móvel através da Realização de um Hackathon em ROS 通过ROS黑客马拉松进行移动机器人教学
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq031587104
Alexandre de Oliveira Junior, Heitor Dutra de Assumpção, Jonas Queiroz, Luis Piadi, Paulo Leitão, María-Eugenia Pérez-Pons, Javier Prieto, Javier Parra-Domínguez
{"title":"Ensino de Robótica Móvel através da Realização de um Hackathon em ROS","authors":"Alexandre de Oliveira Junior, Heitor Dutra de Assumpção, Jonas Queiroz, Luis Piadi, Paulo Leitão, María-Eugenia Pérez-Pons, Javier Prieto, Javier Parra-Domínguez","doi":"10.14201/0aq031587104","DOIUrl":"https://doi.org/10.14201/0aq031587104","url":null,"abstract":"robótica móvel é um campo que vem crescendo constante- mente nos últimos anos, possuindo aplicações em diversas áreas como a indústria, agricultura, medicina, entre outros. Sendo o ROS uma das principais platafor- mas de desenvolvimento de softwares desta área e visando a disseminação do conhecimento destas tecnologias, foi proposto um hackathon para fomentar a aprendizagem em ROS e robótica móvel. A decisão por essa abordagem foi de- vido à dificuldade de novos usuários no primeiro contato com a plataforma, por possuir conceitos complexos e ausência de front-end, o primeiro contato com ROS é difícil, levando os novos usuários a desistência. Com isso, o ensino foi fei- to por meio deste evento - que é uma atividade imersiva e intensa para a solução de problemas na instância tecnólogica, principalmente em programação. De forma, que as primeiras barreiras fossem quebradas, o processo de aprendizagem facilitado e estimulasse os participantes a seguirem essa linha de pesquisa. O público alvo são estudantes de engenharia eletrotécnica, computação, mecânica e entusiastas em robótica. Neste paper será apresentada a estruturação do Hac- kathon, que compreende um nivelamento dos estudantes, para capacitá-los a programar as funcionalidades essenciais de um robô móvel e, por fim, o desafio robótico proposto. As etapas iniciais foram elaboradas com dificuldades que au- mentaram progressivamente, iniciando com tarefas de controlo básico de um robô simulado até o desafio de desenvolver uma navegação autónoma em um ambiente de simulação buscando uma fonte de gás cuja posição é desconhecida.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130157056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of DIHs in the implementation of the European and National Digitalisation Programmes DIHs在实施欧洲和国家数字化计划中的作用
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03157185
Maria João Samúdio, Maria Manuela Azevedo, G. Marreiros, C. Ramos, Victoria Molpeceres
{"title":"The role of DIHs in the implementation of the European and National Digitalisation Programmes","authors":"Maria João Samúdio, Maria Manuela Azevedo, G. Marreiros, C. Ramos, Victoria Molpeceres","doi":"10.14201/0aq03157185","DOIUrl":"https://doi.org/10.14201/0aq03157185","url":null,"abstract":"Digitalisation is key to increase competitiveness. This paper surveys the Digital Europe Programme as well as the Portuguese and Spanish national strategies. The role of the Digital Innovation Hubs to support the digital transition, as orchestrators and access points for the latest digital capacities, and the process to establish the European network of hubs is addressed. Finally, two case study of DIH are presented, PRODUTECH DIH and DIGIS3.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114403079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Propuesta de política público-privada para el despliegue de la banda ancha en entornos rurales de Castilla y León 在Castilla y leon的农村环境中部署宽带的公私政策建议
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq0315117130
Ramón J. Durán Barroso, Camilo Anzola-Rojas, Noemí Merayo, I. D. Miguel, Juan Carlos Aguado, María-Eugenia Pérez-Pons, Javier Parra-Domínguez, Marta Plaza-Hernández
{"title":"Propuesta de política público-privada para el despliegue de la banda ancha en entornos rurales de Castilla y León","authors":"Ramón J. Durán Barroso, Camilo Anzola-Rojas, Noemí Merayo, I. D. Miguel, Juan Carlos Aguado, María-Eugenia Pérez-Pons, Javier Parra-Domínguez, Marta Plaza-Hernández","doi":"10.14201/0aq0315117130","DOIUrl":"https://doi.org/10.14201/0aq0315117130","url":null,"abstract":"Los nuevos servicios y aplicaciones disruptivas requieren la utilización de redes de comunicaciones de banda ancha. En el segmento de acceso, las redes de acceso ópticas pasivas (PON) se están consolidando como la mejor alternativa para este despliegue dado que las tecnologías de acceso tradicionales (cable coaxial, cobre) ya han dejado de ser capaces de soportar el creciente volumen de tráfico. Sin embargo, el despliegue actual de estas redes PON es muy desigual estando únicamente presentes en las áreas de mayor densidad de población donde el coste por conexión para los operadores se mantiene bajo. En este artículo presentamos una propuesta de política público- privada que permitirá incentivar a los operadores para el despliegue de redes PON en entornos de baja densidad de población (entornos rurales). Para demostrar su eficacia, se presenta un caso de uso en la provincia de Valladolid (Castilla y León, España). Los resultados de este estudio muestran que, gracias a la utilización de la política propuesta, los operadores pueden encontrar atractivo dar un servicio a todos los usuarios y poblaciones que lo deseen.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"206 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115463870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gestión inteligente de red cuántica 智能量子网络管理
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq315105116
Iván García-Cobo, Ángel Martín del Rey
{"title":"Gestión inteligente de red cuántica","authors":"Iván García-Cobo, Ángel Martín del Rey","doi":"10.14201/0aq315105116","DOIUrl":"https://doi.org/10.14201/0aq315105116","url":null,"abstract":"Las redes cuánticas materializan el cambio de paradigma provocado por el agotamiento de la computación clásica. Hasta ahora, se han construido redes cuánticas agrupando repetidores cuánticos confiables unidos por redes de fibra óptica. La necesidad de construir redes robustas y resilientes ante ataques se hace fundamental en el diseño del futuro Internet cuántico. Proponemos un método de gestión de la red que permita a esta adaptarse en tiempo real y protegerse frente a sabotajes o accidentes que inutilicen parte de la red o de sus nodos.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127435559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Route Optimization For A Beer Deliver Decision Support System 啤酒配送决策支持系统的路线优化
Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online Pub Date : 2022-03-15 DOI: 10.14201/0aq03155969
Jorge Meira, M. Pérez-Pons, Javier Parra-Domínguez, C. Ramos, G. Marreiros
{"title":"Route Optimization For A Beer Deliver Decision Support System","authors":"Jorge Meira, M. Pérez-Pons, Javier Parra-Domínguez, C. Ramos, G. Marreiros","doi":"10.14201/0aq03155969","DOIUrl":"https://doi.org/10.14201/0aq03155969","url":null,"abstract":"In this paper we present a brief literature review on routing problems and decision support systems for fleet management. Problems such as the Travelling Salesman Problem and the Vehicle Routing problem are presented along with their most common solution methods. We also propose a decision support system prototype for the fleet management of a beer delivery organization.","PeriodicalId":185226,"journal":{"name":"Proceedings of the IV Workshop on Disruptive Information and Communication Technologies for Innovation and Digital Transformation: 18th June 2021 Online","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115014763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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