- Tytuł:
-
Zastosowanie logiki rozmytej do szeregowania zleceń produkcyjnych
Application of fuzzy logic for scheduling production orders - Autorzy:
-
Jardzioch, Andrzej
Witkowska, Weronika - Powiązania:
- https://bibliotekanauki.pl/articles/37175311.pdf
- Data publikacji:
- 2022
- Wydawca:
- Polskie Towarzystwo Zarządzania Produkcją
- Tematy:
-
production process
production scheduling
minimal costs of delays
proces produkcji
harmonogramowanie produkcji
minimalne koszty przezbrojenia - Opis:
- The article presents an algorithm that allows using fuzzy logic to determine the effective arrangement of production orders in the production system. The main criterion used to rate was the total cost related to delayed implementation of production orders. In addition, the sum of delays of all orders and the total time of order execution were assessed. The elaborated algorithm uses fuzzy inference and allows us to estimate dynamically the effectiveness of selecting the next order from orders awaiting execution. As a result, the computational complexity of the proposed algorithm is linear. The research was conducted to assess the usefulness of the proposed algorithm. To illustrate the possibilities of the proposed algorithm, the obtained rankings were compared with those obtained using typical heuristic rules (FIFO, EDD, Johnson’s algorithm, and min changeover time). The obtained results confirmed the benefits of the proposed algorithm for scheduling production orders. The developed algorithm was implemented in Matlab and research was carried out for different series of production orders.
- Źródło:
-
Zarządzanie Przedsiębiorstwem; 2022, 25, 3-4; 15-20
1643-4773 - Pojawia się w:
- Zarządzanie Przedsiębiorstwem
- Dostawca treści:
- Biblioteka Nauki
Artykuł