A petri net based methodology for modelling, analysis, demand forecast and optimal planning of batch production systems
- Βροντακης Κωνσταντινος(http://users.isc.tuc.gr/~kvrontakis)
- Vrontakis Konstantinos(http://users.isc.tuc.gr/~kvrontakis)
- Καμπιανακης Ανδρεας(http://users.isc.tuc.gr/~akampianakis)
- Kampianakis Andreas(http://users.isc.tuc.gr/~akampianakis)
- Τσιναρακης Γεωργιος(http://users.isc.tuc.gr/~gtsinarakis)
- Tsinarakis Georgios(http://users.isc.tuc.gr/~gtsinarakis)
DOI Publisher
Institute of Electrical and Electronics Engineers (IEEE)Abstract
Summarization: A methodology for optimal production planning of an industry, processing multiple raw material types, is presented. Petri net modeling of production procedures, combined with stochastic forecast of upcoming demand, produce necessary input for a Mixed Integer Linear Problem (MILP) that calculates optimal production timeline according to various constraints. The methodology is developed for batch production systems with resource sharing between different types of final products, and is applied to a real case study system.Παρουσιάστηκε στο: 2016 IEEE International Conference on Systems, Man, and Cybernetic
Add to ORKG