Modeling and Performance Analysis of Restaurant's Service Delivery Process Using Colored Petri Nets
محورهای موضوعی : B. Computer Systems OrganizationSamaneh Ghasemi 1 , Zeinab Ghorbani Lakterashani 2
1 - Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran
2 - Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran
کلید واژه: Business process, Colored petri nets, Performance analysis, Process mining, Bottlenecks,
چکیده مقاله :
Process mining includes the automated discovery of Petri nets from event logs. These event logs are the starting point for various discovery and analysis techniques of the process. In this paper process model is developed using colored Petri nets (CPNs) and the supporting software package CPN Tools. The restaurant process model is represented for theanalysis using a combination of process mining and simulation. The goal of process mining is deducing knowledge (e.g. a process model, average throughput time) from event logs. The knowledge obtained this way can increase understanding of the processes and can help with redesigning them if needed. The bottlenecks can be detected with Process mining. We evaluate the indicators performance, such as throughput time, for different alternative process. Analysis resultsshowthatthat what type of changes may be beneficial.
