Title :
An ontological approach for planning and scheduling in primary steel production
Author :
Dobrev, M. ; Gocheva, D. ; Batchkova, I.
Author_Institution :
Dept. of Ind. Autom., Univ. of Chem. Technol. & Metall., Sofia
Abstract :
Effective integration between manufacturing execution systems and business and logistics systems has been of great interest for a long time. Essential part in enterprise integration is the task of optimal planning and scheduling. An ontological approach consisting of integrated ontologies: a core meta-ontology, according to ANSI/ISA S95 standard and different domain specific ontologies for the primary steelmaking is proposed. For the purposes of planning and scheduling the integration between the core meta-ontology and a hot strip mill domain ontology is achieved and a case study is presented. Web Ontology Language (OWL) and Protege as an editor and knowledge acquisition tool are used.
Keywords :
knowledge acquisition; knowledge representation languages; milling; ontologies (artificial intelligence); production engineering computing; production planning; scheduling; steel manufacture; ANSI/ISA S95 standard; Protege; Web Ontology Language; business systems; core meta-ontology; hot strip mill domain ontology; knowledge acquisition tool; logistics systems; manufacturing execution systems; optimal planning; primary steel production scheduling; steelmaking; ANSI standards; Instruction sets; Job shop scheduling; Logistics; Manufacturing; OWL; Ontologies; Production planning; Steel; Strips; ontology; scheduling; steel production;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670433