Publication
Pollux: a dynamic hybrid control architecture for flexible job shop systems
| dc.contributor.author | Jimenez, Jose Fernando | |
| dc.contributor.author | Bekrar, Abdelghani | |
| dc.contributor.author | Zambrano-Rey, Gabriel | |
| dc.contributor.author | Trentesaux, Damien | |
| dc.contributor.author | Leitão, Paulo | |
| dc.date.accessioned | 2018-01-31T10:00:00Z | |
| dc.date.accessioned | 2018-02-01T09:38:07Z | |
| dc.date.available | 2018-01-31T10:00:00Z | |
| dc.date.available | 2018-02-01T09:38:07Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | Nowadays, manufacturing control systems can respond more effectively to exigent market requirements and real-time demands. Indeed, they take advantage of changing their structural and behavioural arrangements to tailor the control solution from a diverse set of feasible configurations. However, the challenge of this approach is to determine efficient mechanisms that dynamically optimise the configuration between different architectures. This paper presents a dynamic hybrid control architecture that integrates a switching mechanism to control changes at both structural and behavioural level. The switching mechanism is based on a genetic algorithm and strives to find the most suitable operating mode of the architecture with regard to optimality and reactivity. The proposed approach was tested in a real flexible job shop to demonstrate the applicability and efficiency of including an optimisation algorithm in the switching process of a dynamic hybrid control architecture. | en_EN |
| dc.description.sponsorship | This work was supported by the Colombian scholarship programme of department of science – COLCIENCIAS under grant ‘Convocatoria 568 – Doctorados en el exterior’ and the Pontificia Universidad Javeriana under grant ‘Programa de Formacion de posgrados del Profesor Javeriano’. | |
| dc.description.version | info:eu-repo/semantics/publishedVersion | en_EN |
| dc.identifier.citation | Jimenez, Jose Fernando; Bekrar, Abdelghani; Zambrano-Rey, Gabriel; Trentesaux, Damien; Leitão, Paulo (2017). Pollux: a dynamic hybrid control architecture for flexible job shop systems. International Journal of Production Research. ISSN 0020-7543. 55, p. 4229-4247 | en_EN |
| dc.identifier.doi | 10.1080/00207543.2016.1218087 | en_EN |
| dc.identifier.issn | 0020-7543 | |
| dc.identifier.uri | http://hdl.handle.net/10198/15411 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | en_EN |
| dc.subject | Dynamic scheduling | en_EN |
| dc.subject | Flexible job shop | en_EN |
| dc.subject | Hybrid production system | en_EN |
| dc.subject | Switching mechanism | en_EN |
| dc.title | Pollux: a dynamic hybrid control architecture for flexible job shop systems | en_EN |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| person.familyName | Leitão | |
| person.givenName | Paulo | |
| person.identifier | A-8390-2011 | |
| person.identifier.ciencia-id | 8316-8F13-DA71 | |
| person.identifier.orcid | 0000-0002-2151-7944 | |
| person.identifier.scopus-author-id | 35584388900 | |
| rcaap.rights | openAccess | en_EN |
| rcaap.type | article | en_EN |
| relation.isAuthorOfPublication | 68d9eb25-ad4f-439b-aeb2-35e8708644cc | |
| relation.isAuthorOfPublication.latestForDiscovery | 68d9eb25-ad4f-439b-aeb2-35e8708644cc |