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Johansson, Fredrik
Publications (6 of 6) Show all publications
Lindberg, T., Johansson, F. & Peterson, A. (2022). An integer optimization model for allocation of bus lines to the stops of a bus terminal. In: : . Paper presented at Conference on Advanced Systems in Public Transport and TransitData 2022, CASPT2022, 6-10 november 2022, Tel-aviv, Israel.
Open this publication in new window or tab >>An integer optimization model for allocation of bus lines to the stops of a bus terminal
2022 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Interchange stations are essential for a high-quality public transport system. Many passengers pass through a station during the course of a day and the time spent at a station has a large effect on their experience of the whole journey. In this study, we aim to improve the passenger experience at a bus terminal by minimizing the walking distances for all passengers. To this end, an integer linear optimization model which allocates bus lines to the stops of a bus terminal is presented. The model is tested in a numerical experiment using synthetic passenger data. Two alternative approaches, either randomly allocated or based on the number of non-transferring passengers, are used for comparisons. The average improvement in relation to the random allocation strategy is 13%, which shows that the allocation approach has potential. It is thus of interest to collect data from a real bus terminal to further explore the model and the potential benefits it can provide.

National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:liu:diva-196444 (URN)
Conference
Conference on Advanced Systems in Public Transport and TransitData 2022, CASPT2022, 6-10 november 2022, Tel-aviv, Israel
Funder
Swedish Transport Administration
Available from: 2023-08-04 Created: 2023-08-04 Last updated: 2025-02-19
Johansson, F., Peterson, A. & Tapani, A. (2015). Waiting pedestrians in the social force model. Physica A: Statistical Mechanics and its Applications, 419, 95-107
Open this publication in new window or tab >>Waiting pedestrians in the social force model
2015 (English)In: Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, E-ISSN 1873-2119, Vol. 419, p. 95-107Article in journal (Refereed) Published
Abstract [en]

Microscopic simulation of pedestrian traffic is an important and increasingly popular method to evaluate the performance of existing or proposed infrastructure. The social force model is a common model in simulations, describing the dynamics of pedestrian crowds given the goals of the simulated pedestrians encoded as their preferred velocities. The main focus of the literature has so far been how to choose the preferred velocities to produce realistic dynamic route choices for pedestrians moving through congested infrastructure. However, limited attention has been given the problem of choosing the preferred velocity to produce other behaviors, such as waiting, commonly occurring at, e.g., public transport interchange stations. We hypothesize that: (1) the inclusion of waiting pedestrians in a simulated scenario will significantly affect the level of service for passing pedestrians, and (2) the details of the waiting model affect the predicted level of service, that is, it is important to choose an appropriate model of waiting. We show that the treatment of waiting pedestrians have a significant impact on simulations of pedestrian traffic. We do this by introducing a series of extensions to the social force model to produce waiting behavior, and provide predictions of the model extensions that highlight their differences. We also present a sensitivity analysis and provide sufficient criteria for stability. (C) 2014 Elsevier B.V. All rights reserved.

Place, publisher, year, edition, pages
Elsevier, 2015
Keywords
Social force model; Waiting pedestrians; Microscopic simulation
National Category
Civil Engineering
Identifiers
urn:nbn:se:liu:diva-113715 (URN)10.1016/j.physa.2014.10.003 (DOI)000347017300012 ()
Note

Funding Agencies|Swedish Transport Administration [TRV 2013/13329]

Available from: 2015-01-30 Created: 2015-01-29 Last updated: 2018-08-23
Johansson, F., Peterson, A. & Tapani, A. (2014). Local performance measures of pedestrian traffic. Public Transport, 6(1-2), 159-183
Open this publication in new window or tab >>Local performance measures of pedestrian traffic
2014 (English)In: Public Transport, ISSN 1866-749X, E-ISSN 1613-7159, Vol. 6, no 1-2, p. 159-183Article in journal (Refereed) Published
Abstract [en]

Efficient interchange stations, where travelers are changing lines and/or travel modes, are essential for the functionality of the whole public transport system. By studying pedestrian movements, the level of service and effectiveness imposed by the design of the interchange station can be evaluated. We address the problem by microsimulation, where a social force model is used for the phenomenological description of pedestrian interactions. The contribution of this paper is the proposal of measures describing the density, delay, acceleration and discomfort for pedestrian flows. Simulation experiments are performed for the movements in two canonical pedestrian areas, a corridor and a corridor intersection. Clearly, each of the four measures gives a description for how pedestrians impede each other, and hence for the efficiency at the facility. There is, however, different information provided by each measure, and we conclude that they all are well-motivated for quantifying the level of service in a pedestrian flow. We also illustrate the outcome for a railway platform, with two trains arriving in parallel.

Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2014
Keywords
Interchange stations, Microsimulation, Pedestrians, Social force model
National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:liu:diva-109045 (URN)10.1007/s12469-013-0081-9 (DOI)
Available from: 2014-08-04 Created: 2014-08-04 Last updated: 2018-08-23Bibliographically approved
Johansson, F., Duives, D., Daamen, W. & Hoogendoorn, S. (2014). The Many Roles of the Relaxation time Parameter in Force based Models of Pedestrian Dynamics. In: Transportation Research Procedia: . Paper presented at The Conference on Pedestrian and Evacuation Dynamics 2014 (PED 2014) (pp. 300-308). Elsevier, 2
Open this publication in new window or tab >>The Many Roles of the Relaxation time Parameter in Force based Models of Pedestrian Dynamics
2014 (English)In: Transportation Research Procedia, Elsevier, 2014, Vol. 2, p. 300-308Conference paper, Published paper (Other academic)
Abstract [en]

In force based models of pedestrian traffic, the relaxation time, τ, is related to the time it takes a pedestrian to adapt its motion to its preferences. An example of this is linear acceleration, but τ is also connected to how the agent adjusts to spatial variations in its preferred velocity, and affects evasive maneuvers. These many roles of τ may be a problem when calibrating force based models.

We compare linear acceleration, to new data on, and simulations of, turning movements. The results indicate that the models predict drifting of a magnitude that is not supported by the data.

Place, publisher, year, edition, pages
Elsevier, 2014
Keywords
pedestrian simulation; force based models; calibration; relaxation time; social force model
National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:liu:diva-119121 (URN)10.1016/j.trpro.2014.09.057 (DOI)
Conference
The Conference on Pedestrian and Evacuation Dynamics 2014 (PED 2014)
Available from: 2015-06-09 Created: 2015-06-09 Last updated: 2016-12-20
Johansson, F. (2013). Microscopic Modeling and Simulation of Pedestrian Traffic. (Licentiate dissertation). Linköping: Linköping University Electronic Press
Open this publication in new window or tab >>Microscopic Modeling and Simulation of Pedestrian Traffic
2013 (English)Licentiate thesis, monograph (Other academic)
Abstract [en]

Walking is an environmentally friendly and important mode of transportation. It constitutes the first and last part of almost any trip, regardless of what the main mode of transport is, and is especially important in connection to public transport trips.

When designing public transport stations, and similar facilities with large and varying volumes of pedestrian traffic, it is advantageous to be able to predict the traffic conditions at the facility before it is built; discovering too late that the traffic at the facility is inefficient and perceived as uncomfortable may be very costly. To make these predictions we need accurate quantitative models of pedestrian traffic.

The foundation of this thesis is the development of a microsimulation platform for pedestrian traffic, the Pedestrian Traffic Simulation Platform (FTSP). The platform is based on the Social Force Model (SFM) and intended for evaluation of proposed designs of pedestrian facilities. A contribution of this thesis is a thorough documentation of the implementation of the FTSP.

An extensive literature review of previous research on the SFM revealed gaps in the methodology used to study the properties of the SFM and to interpret its results. This thesis proposes local performance measures to fill this gap. These measures are based on properties of the SFM, and enable quantitative analyses of the quality of service at pedestrian facilities. The proposed measures are applied to the simulation results of some basic scenarios, which reveal previously unknown properties of the SFM. These properties can be used to test the accuracy of the SFM.

Another gap in the literature was how to include waiting behavior in the SFM. This thesis shows that accurate modeling of waiting pedestrians is important for the accuracy of the simulation results, and proposes three different extensions to the SFM to model waiting behavior.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2013. p. 119
Series
Linköping Studies in Science and Technology. Thesis, ISSN 0280-7971 ; 1629
National Category
Engineering and Technology
Identifiers
urn:nbn:se:liu:diva-101085 (URN)10.3384/lic.diva-101085 (DOI)LIU-TEK-LIC-2013:63 (Local ID)978-91-7519-469-1 (ISBN)LIU-TEK-LIC-2013:63 (Archive number)LIU-TEK-LIC-2013:63 (OAI)
Presentation
2013-11-25, TP43, Täppan, Campus Norrköping, Linköpings universitet, Norrköping, 13:15 (English)
Opponent
Supervisors
Available from: 2013-11-19 Created: 2013-11-19 Last updated: 2026-03-23Bibliographically approved
Johansson, F., Peterson, A. & Tapani, A. (2012). Performance evaluation of railway platform design using microscopic simulation. Paper presented at CASPT 12: Conference on Advanced Systems for Public Transport, 23-27 July 2012, Santiago, Chile.
Open this publication in new window or tab >>Performance evaluation of railway platform design using microscopic simulation
2012 (English)Conference paper, Oral presentation only (Other academic)
Abstract [en]

Efficient interchange stations, where travelers are changing lines and/or travel modes, are essential for the functionality of the whole public transport system. By studying pedestrian movements, the level of service and effectiveness imposed by the design of the interchange station can be evaluated.

We address the problem by microsimulation, where a social force model is used for the phenomenological description of pedestrian interactions. The contribution of this paper is the proposal of measures describing the density, delay, acceleration and discomfort for pedestrian flows.

Simulation experiments are performed for the movements in two canonical pedestrian areas, a corridor and a corridor intersection. Clearly, each of the four measures gives a description for how pedestrians impede each other, and hence for the efficiency at the facility. There is, however, different information provided by each measure, and we conclude that they all are well-motivated for quantifying the level of service in a pedestrian flow. We also illustrate the outcome for a railway platform, with two trains arriving in parallel.

National Category
Transport Systems and Logistics
Identifiers
urn:nbn:se:liu:diva-80071 (URN)
Conference
CASPT 12: Conference on Advanced Systems for Public Transport, 23-27 July 2012, Santiago, Chile
Available from: 2012-08-20 Created: 2012-08-20 Last updated: 2018-08-23
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