Modelling a progressive care system using a coloured-timed Petri net

Abstract

In a progressive care system, patients are transferred between different healthcare units within a healthcare facility, depending on the different stages in the patients’ care. Although a progressive care system allows for improved delivery of treatment and monitoring through the division and specialization of labour and other resources, it is also very problematic to manage effectively with high levels of interdependence between the different units and unpredictable levels of demand that are placed on resources. The solution proposed in this paper is improved scheduling of admissions through the development of a model which may be used as a basis of schedule optimization. The model which will be proposed is designed to assist a human operator to evaluate a schedule by simulating the flow of patients around a progressive care system. The modelling methodology used is coloured-timed Petri nets (CTPNs). It will be argued that the CTPN formalism is particularly suited to the problem since it allows the dynamics of the system to be sensitive to different instantiations of system variables such as processing time. That is, sensitive to different patients having different lengths of stays and admissions requirements.

Generalized Net Model for Outpatient Care in Bulgaria

“…Sometimes the needed apparatuses or services are far away from each other, in different buildings or even in different towns. Various attempts to improve the planning and utilisation of resources within HC systems have been made using statistical and mathematical methods such as Markov models, Phase-type distributions, simulation and compartmental models [2] and Petri nets [3].…”