Application of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System
Fragment książki (Materiały konferencyjne)
MNiSW
15
WOS
| Status: | |
| Autorzy: | Kłosowski Grzegorz, Gola Arkadiusz, Świć Antoni |
| Wersja dokumentu: | Drukowana | Elektroniczna |
| Arkusze wydawnicze: | 0.5 |
| Język: | angielski |
| Strony: | 256 - 263 |
| Web of Science® Times Cited: | 23 |
| Scopus® Cytowania: | 25 |
| Bazy: | Web of Science | Scopus | Web of Science Core Collection |
| Efekt badań statutowych | NIE |
| Materiał konferencyjny: | TAK |
| Nazwa konferencji: | 16th International Conference Wroclaw "Intelligent Data Engineering and Automated Learning – IDEAL 2015" |
| Termin konferencji: | 14 października 2015 do 16 października 2015 |
| Miasto konferencji: | Wrocław |
| Państwo konferencji: | POLSKA |
| Publikacja OA: | NIE |
| Abstrakty: | angielski |
| The paper presents a concept of control of discrete manufacturing system with the use of fuzzy logic. A controller based on the concept of Mamdani was developed. The primary function realized by the controller was the balancing of machine tool loads taking into account the criteria of minimisation of machining times and costs. Two models of analogous manufacturing systems were developed, differing in the manner of assignment of production tasks to machine tools. Simulation experiments were conducted on both models and the results obtained were compared. In effect of the comparison of the results of both experiments it was demonstrated that better results were obtained in the system utilising the fuzzy inference system. |
