Title :
Rescheduling for Manufacturing Based on Ontology and Problem Solving Method
Author :
Mustapha, Muhammad Firdaus B ; Deris, Safaai B.
Author_Institution :
Fac. of Comput. Sci. & Inf. Syst., Univ. Teknol. Malaysia, Skudai
Abstract :
Manufacturing scheduling is a combinatorial problem, particularly in dynamic environment. This paper presents a rescheduling method in solving manufacturing scheduling which uses two main components namely as ontology to model scheduling and PSM. Two main problems are used to solve, firstly is static manufacturing problem and secondly is dynamic manufacturing problem which focus on rescheduling when new job arrive. Computational results show that schedule can be devised efficiently and correct. The schedule efficiency and schedule stability of new schedule is good and can sustain mostly of operations from initial schedule.
Keywords :
combinatorial mathematics; job shop scheduling; manufacturing systems; ontologies (artificial intelligence); problem solving; combinatorial problem; dynamic manufacturing problem; job shop scheduling; manufacturing scheduling; ontology method; problem solving method; rescheduling method; Artificial intelligence; Dynamic scheduling; Expert systems; Job shop scheduling; Knowledge based systems; Manufacturing; Ontologies; Problem-solving; Processor scheduling; Production systems; Manufacturing; Ontology; Problem-Solving Method (PSM); Scheduling;
Conference_Titel :
Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on
Print_ISBN :
978-0-7695-3382-7
DOI :
10.1109/ISDA.2008.214