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Modelling and Simulation of a PreHospital Emergency Care Network Using Timed Coloured Petri Nets

Modelling and Simulation of a Pre-Hospital Emergency Care Network Using Timed Coloured Petri Nets

Project / Seminar Material
Reference ID: PS-208-TM

DEDICATION

This research material titled “Modelling and Simulation of a Pre-Hospital Emergency Care Network Using Timed Coloured Petri Nets” is dedicated to God for his enabling grace, and to all computer enthusiasts who contributed to make life a pleasant experience during my research documentation.

ACKNOWLEDGEMENT

I extend my sincere gratitude to all those who contributed to the completion of this project. Special thanks to my Supervisor (Name of your Supervisor), the Head of Department (Name of your HOD), the Lecturers in the department of Applied Science, Book Authors and Profound Scholars of existing or related project material on “Modelling and Simulation of a Pre-Hospital Emergency Care Network Using Timed Coloured Petri Nets” for their invaluable guidance, support, and expertise throughout the journey.

I am also grateful to your study area (mention any funding organizations, if applicable) for their financial assistance. This research would not have been possible without the encouragement and assistance of some stakeholders (mention any mentors, teachers, or colleagues). Additionally, I would like to acknowledge the understanding and patience of my family and friends during this endeavor. Your unwavering support has been a constant source of motivation. Thank you all for being part of this meaningful endeavor.


Modelling and Simulation of a Pre-Hospital Emergency Care Network Using Timed Coloured Petri Nets

CHAPTER ONE

1.0 Introduction

Pre-hospital emergencynetwork serves as a major gateway to the Accident and Emergency (AE) department of hospitals which is affected by overcrowding, and majority of projects studying pre-hospital emergency care networkdeal only with ambulance or firemanlocalisationas a means of addressing the problems confronting the Accident and Emergency department. However, this research work studied in detail the patient flow through the pre-hospital emergency carenetwork. Taking into account not only fireman and private ambulances localisation, but also the otherservices performed in this network such as Emergency call service the service of the Emergency response teamusing Timed Coloured Petri Nets.

In developing a Timed Coloured Petri Nets (TCPN) model for a pre-hospital emergency care network, the emergency service of the State of Osun (O’ambulance) was used as a case study. The developed pre-hospital emergency care network (TCPN) model consists of five sub modules. Arrival sub module modelled the arrival of emergency calls with different health cases. Sort call sub module modelled the call desk and how emergency calls are received by the available call desk agent (perm).

Perm Decision sub-module modelled the decision of call desk agent (perm) based on the emergency cases. Rescue team (RT) Decision sub module modelled the decision and intervention of Rescue team. While the Rescue-to-hospital sub-module modelled the transportation of victims to hospital. The developed TCPN model was simulated using CPN tools. The validation of the developed TCPN model was explored by carrying out the statistical analysis between the simulated and the observed emergency call cases under study.

The simulation results of the developed TCPN model revealed the number of emergency cases that require immediate and urgent response as 2, 6 and 19 while those that require no immediate response as 8, 22, 64 for the first, second and third simulations respectively. Revealing that some emergency calls require no immediate response and patients do not need to be taken to the hospital. Statistically, there were no significant difference between the simulated and the observed number of emergency cases that require immediate and urgent response.

Conclusively, this research work has been able to develop a TCPN model for studying a pre-hospital emergency care network. Also, the developed Timed Coloured Petri Nets model, through its simulation, could help in predicting the number of patients that do not need to be taken to the emergency department hence, reducing overcrowding in hospitals.

CHAPTER TWO

2.0 Literature Review

2.1 Introduction

This chapter focuses on the review of related literature. A literature review includes the current knowledge as well as theoretical and methodological contributions to a particular topic. It documents the state of the art with respect to the topic you are writing. It surveys the literature in the topic selected. In this research work the literature review includes the …

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