Improving Safety and Security on Railways Using Forecasting

Andrei Loukianov; Coen Van Gulijk; Pieter van Gelder; Sarah Deacon; Valentina Viduto; Markus Stumptner

doi:10.18757/jiss.2018.2.1682

Improving Safety and Security on Railways Using Forecasting

Andrei Loukianov, Coen Van Gulijk, Pieter van Gelder, Sarah Deacon, Valentina Viduto, Markus Stumptner

Research output: Contribution to journal › Article › peer-review

Abstract

Allocation of resources to improve security is crucial when we consider people’s safety on transport systems. We show how a system engineering methodology can be used to link business intelligence and railway specifics toward better value for money. A model is proposed to determine a probability of a success in service management. The forecasting model is a basic Markov Chain. A use case demonstrates a way to align statistical data (crime on stations) and probability of investment into resources (people, security measures, time).

Original language	English
Number of pages	18
Journal	Journal of Integrated Security Science
Volume	2
Issue number	1
DOIs	https://doi.org/10.18757/jiss.2018.2.1682
Publication status	Published - 5 Dec 2017

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 16 Peace, Justice and Strong Institutions

Access to Document

10.18757/jiss.2018.2.1682Licence: CC BY

Cite this

@article{ee4b2f9478c044f2a2db906ffb4f26a3,

title = "Improving Safety and Security on Railways Using Forecasting",

abstract = "Allocation of resources to improve security is crucial when we consider people{\textquoteright}s safety on transport systems. We show how a system engineering methodology can be used to link business intelligence and railway specifics toward better value for money. A model is proposed to determine a probability of a success in service management. The forecasting model is a basic Markov Chain. A use case demonstrates a way to align statistical data (crime on stations) and probability of investment into resources (people, security measures, time).",

keywords = "police, Security, Railway, Markov Chain.",

author = "Andrei Loukianov and \{Van Gulijk\}, Coen and \{van Gelder\}, Pieter and Sarah Deacon and Valentina Viduto and Markus Stumptner",

year = "2017",

month = dec,

day = "5",

doi = "10.18757/jiss.2018.2.1682",

language = "English",

volume = "2",

journal = "Journal of Integrated Security Science",

issn = "2468-4546",

publisher = "T U Delft Open Science",

number = "1",

}

TY - JOUR

T1 - Improving Safety and Security on Railways Using Forecasting

AU - Loukianov, Andrei

AU - Van Gulijk, Coen

AU - van Gelder, Pieter

AU - Deacon, Sarah

AU - Viduto, Valentina

AU - Stumptner, Markus

PY - 2017/12/5

Y1 - 2017/12/5

N2 - Allocation of resources to improve security is crucial when we consider people’s safety on transport systems. We show how a system engineering methodology can be used to link business intelligence and railway specifics toward better value for money. A model is proposed to determine a probability of a success in service management. The forecasting model is a basic Markov Chain. A use case demonstrates a way to align statistical data (crime on stations) and probability of investment into resources (people, security measures, time).

AB - Allocation of resources to improve security is crucial when we consider people’s safety on transport systems. We show how a system engineering methodology can be used to link business intelligence and railway specifics toward better value for money. A model is proposed to determine a probability of a success in service management. The forecasting model is a basic Markov Chain. A use case demonstrates a way to align statistical data (crime on stations) and probability of investment into resources (people, security measures, time).

KW - police

KW - Security

KW - Railway

KW - Markov Chain.

UR - http://journals.library.tudelft.nl/index.php/jiss/index

U2 - 10.18757/jiss.2018.2.1682

DO - 10.18757/jiss.2018.2.1682

M3 - Article

SN - 2468-4546

VL - 2

JO - Journal of Integrated Security Science

JF - Journal of Integrated Security Science

IS - 1

ER -

Improving Safety and Security on Railways Using Forecasting

Abstract

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this