Agent-Based
Modelling of Pedestrian Evacuation: A Study of London's King's
Cross Underground Station
London’s
King’s Cross St. Pancras underground station has been the
unfortunate location of two major incidents within the last twenty
years. A fire in November 1987 and the terrorist bombings in July
2005 both resulted in the loss of lives, and the injury of many
people. The implementation of measures to mitigate or neutralise
the effect of any future incidents at this site is unrealistic.
The adoption of preparedness measures is crucial for the emergency
services to limit the loss of life and property, and to improve
the response phase of an incident. The King’s Cross underground
station is currently being redeveloped, partly to mitigate the
remaining few operational and safety issues raised after the 1987
fire, and also to allow for the future increases in passenger
volume (e.g. 2012 Olympics). However, despite these modifications
and improvements, both the surrounding built environment and the
station will necessarily remain complex structures. The emergency
services have several duties placed upon themselves in the event
of a major incident, and a computer based simulation tool capable
of examining the effects of different incident assumptions or
contingencies may greatly benefit an incident planner.
The
aim of this research is to design and implement a prototype pedestrian
evacuation model in order to facilitate the assessment of local
National Health Service (NHS) resources in the event of an incident
within or adjacent to King’s Cross Underground station.
In particular, Camden PCT are interested in the appraisal of pedestrian
egress from the station in order to determine the allocation and
positioning of key emergency functions and facilities e.g. ambulance
loading point(s), casualty clearing station(s) to which the injured
can be taken, etc.
Computer
simulation offers an efficient means of modelling the interaction
of a large number of autonomous entities, especially when the
evaluation of different contingencies is required. At present,
there are no fewer than thirty three proprietary and non-proprietary
computer simulation applications / models available to evaluate
pedestrian egress from buildings. An agent-based pedestrian evacuation
model has been developed for this study using the Repast (Java)
toolkit, which was identified as a viable alternative to using
an existing pedestrian evacuation application / model for several
reasons. Off-the-shelf proprietary pedestrian evacuation models
often provide limited explanation of their inner workings. Many
are essentially black box, and accompanying literature often provides
little or no evidence to support the validity of the results they
produce. Additionally, accessibility to some proprietary pedestrian
evacuation models is limited to consultancy with the software
developer. In such instances, the party who has commissioned the
research invariably has limited understanding of the modelling
techniques used, and are limited to the results and analysis published
in the final report. They are unable to explore results further,
or revisit a model of a scenario for additional exploration at
a later date. Neither of these options is particularly desirable
to the research sponsor.
In
due course the methodology and results derived from this study
will be published on this website.