A fuzzy logic modelling of dynamic scheduling in FMS
| Autor: | Ebrahim Shayan, Fatemeh Ghotb, Pramot Srinoi |
|---|---|
| Rok vydání: | 2006 |
| Předmět: |
Rate-monotonic scheduling
Earliest deadline first scheduling Computer science Strategy and Management Real-time computing Flexible manufacturing system Dynamic priority scheduling Management Science and Operations Research Fuzzy logic Industrial engineering Industrial and Manufacturing Engineering Deadline-monotonic scheduling Scheduling (computing) Fuzzy set operations |
| Zdroj: | International Journal of Production Research. 44:2183-2203 |
| ISSN: | 1366-588X 0020-7543 |
| Popis: | This paper is concerned with scheduling in flexible manufacturing systems (FMSs) using a fuzzy logic (FL) approach. Four fuzzy input variables: machine allocated processing time, machine priority, due date priority and setup time priority are defined. The job priority is the output fuzzy variable, showing the priority status of a job to be selected for next operation on a machine. The model will first select the machines and then assign operations based on a multi-criteria scheduling scheme. The performance of the approach is compared against established methods reported in the literature. The performance measures considered average machine utilisation, meeting due dates, setup times, work in process and mean flow times. The test results demonstrate the superiority of the fuzzy logic approach in most performance measures. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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