Publicação
An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction
| datacite.subject.fos | Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática | pt_PT |
| dc.contributor.advisor | Oliveira, José | |
| dc.contributor.advisor | Rocha, André | |
| dc.contributor.author | Peres, Ricardo Alexandre Fernandes da Silva | |
| dc.date.accessioned | 2016-02-25T10:41:44Z | |
| dc.date.available | 2016-02-25T10:41:44Z | |
| dc.date.issued | 2015-09 | |
| dc.date.submitted | 2016-02 | |
| dc.description.abstract | In recent years a set of production paradigms were proposed in order to capacitate manufacturers to meet the new market requirements, such as the shift in demand for highly customized products resulting in a shorter product life cycle, rather than the traditional mass production standardized consumables. These new paradigms advocate solutions capable of facing these requirements, empowering manufacturing systems with a high capacity to adapt along with elevated flexibility and robustness in order to deal with disturbances, like unexpected orders or malfunctions. Evolvable Production Systems propose a solution based on the usage of modularity and self-organization with a fine granularity level, supporting pluggability and in this way allowing companies to add and/or remove components during execution without any extra re-programming effort. However, current monitoring software was not designed to fully support these characteristics, being commonly based on centralized SCADA systems, incapable of re-adapting during execution to the unexpected plugging/unplugging of devices nor changes in the entire system’s topology. Considering these aspects, the work developed for this thesis encompasses a fully distributed agent-based architecture, capable of performing knowledge extraction at different levels of abstraction without sacrificing the capacity to add and/or remove monitoring entities, responsible for data extraction and analysis, during runtime. | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10362/16562 | |
| dc.language.iso | eng | pt_PT |
| dc.subject | Self-monitoring | pt_PT |
| dc.subject | Manufacturing system | pt_PT |
| dc.subject | Multiagent system | pt_PT |
| dc.subject | Plug & produce | pt_PT |
| dc.subject | Evolvable production system | pt_PT |
| dc.title | An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction | pt_PT |
| dc.type | master thesis | |
| dspace.entity.type | Publication | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | masterThesis | pt_PT |
| thesis.degree.name | Mestrado em Engenharia Eletrotécnica e de Computadores | pt_PT |