Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Shuchao Cao is active.

Publication


Featured researches published by Shuchao Cao.


Physical Review E | 2016

Pedestrian dynamics in single-file movement of crowd with different age compositions

Shuchao Cao; Jun Zhang; Daniel Salden; Junlai Ma; Chang'an Shi; Ruifang Zhang

An aging population is bringing new challenges to the management of escape routes and facility design in many countries. This paper investigates pedestrian movement properties of crowd with different age compositions. Three pedestrian groups are considered: young student group, old people group, and mixed group. It is found that traffic jams occur more frequently in mixed group due to the great differences of mobilities and self-adaptive abilities among pedestrians. The jams propagate backward with a velocity 0.4m/s for global density ρ_{g}≈1.75m^{-1} and 0.3m/s for ρ_{g}>2.3m^{-1}. The fundamental diagrams of the three groups are obviously different from each other and cannot be unified into one diagram by direct nondimensionalization. Unlike previous studies, three linear regimes in mixed group but only two regimes in young student group are observed in the headway-velocity relation, which is also verified in the fundamental diagram. Different ages and mobilities of pedestrians in a crowd cause the heterogeneity of system and influence the properties of pedestrian dynamics significantly. It indicates that the density is not the only factor leading to jams in pedestrian traffic. The composition of crowd has to be considered in understanding pedestrian dynamics and facility design.


Procedia Computer Science | 2016

Homogeneity and Activeness of Crowd on Aged Pedestrian Dynamics

Jun Zhang; Shuchao Cao; Daniel Salden; Jian Ma

An aging population is bringing new challenges to the management of escape routes and facility design in many countries. In this paper the movement properties of middle- and old-aged adults are studied with series of single-file movement experiments under laboratory conditions. The fundamental diagrams for two different groups of pedestrians and time-space diagrams are compared. For the groups with different composition and status, the fundamental diagrams are totally different but maintain the same trend. Active crowd leads to inhomogeneous pedestrian flow but higher flow rate, while inactive pedestrians prefer to keep pace with others or keep larger personal space, which leads to more jams and stop-and-go waves. Density and inhomogeneous of speed do not always play main roles on the appearance of stop-and-go.


Proceedings of the 2018 2nd International Conference on Algorithms, Computing and Systems | 2018

An Extended Model for Simulation of Mexican Wave

Libi Fu; Shuchao Cao; Jie Fang

Mexican wave is an interesting phenomenon in a stadium, and has attracted much attention. Some researchers have established models to reproduce it, and related mechanisms have been understood. However, the influence of some factors such as density and individuals visual field on this process has not been well investigated. Hence, this paper aims to simulate wave propagation by modifying a model introduced by Farkas et al. Detailed rules are given. After involving the effect of average density, it is observed that there will be a decrease in activation threshold if the average density decreases. This result is reasonable, and can be analyzed by calculations. Then, spectators visual field is considered in the model. The influence of initial locations of triggering group members on activation thresholds is discussed. Results demonstrate that it is easier to generate a wave at a relatively large average density if the location is in front rows of a stadium. It is hoped that this study will be helpful in a deep understand of the propagation mechanisms of Mexican waves and in crowd management.


Applied Mathematics and Computation | 2018

Exit selection and pedestrian movement in a room with two exits under fire emergency

Shuchao Cao; Libi Fu; Weiguo Song

An extended multi-grid model is proposed to study fire evacuation in a two-exit room. The exit selection based on random utility theory, as well as the pedestrian movement in fire, is investigated. The effects of different occupant types, the utility threshold, heat release rate of fire, burning materials and pre-movement time on evacuation are discussed. The results show that active occupants are beneficial for evacuation because of their guidance to the herding pedestrians, whereas, the existence of conservative is not always good for evacuation; a proper frequency of changing target exit can relieve congestion and optimize evacuation process; evacuation time is not monotonically increasing with the increment of heat release rate due to acceleration when pedestrians feel the incentive of high temperature within limit; the effect of burning material on evacuation is related to its thermal physical properties; the pre-movement time aggravates the difficulty of evacuation due to the bad visibility and high CO concentration in fire situation. The study may be useful to predict exit selection and pedestrian movement process, and then give suggestions to guide pedestrian evacuation under fire emergency.


international conference on swarm intelligence | 2016

Fundamental Diagrams of Single-File Pedestrian Flow for Different Age Groups

Shuchao Cao; Jun Zhang; Daniel Salden; Jian Ma

In this paper properties of pedestrian movement are investigated with series of single-file experiments by considering the age composition of the crowd. Pedestrian trajectories with different age groups (young students group, old people group and mixed group) are extracted from the software PeTrack. It is found that the free velocity and maximum specific flow of young student group are the largest among three groups due to different mobility between young students and old people. More interestingly, the maximum specific flow of mixed group is smaller than that of old group, which indicates the jam occurs more easily in crowd composed of people with different movement abilities than that with homogeneous composition. At last, a nondimensional method considering pedestrian free velocity and body size is used to scale the fundamental diagrams for different age groups. The study is helpful to understand evolution of pedestrian dynamics with different ages.


Physica A-statistical Mechanics and Its Applications | 2015

A multi-grid model for pedestrian evacuation in a room without visibility

Shuchao Cao; Weiguo Song; Wei Lv; Zhiming Fang


Procedia Engineering | 2014

Simulation of Pedestrian Evacuation in a Room under Fire Emergency

Shuchao Cao; Wei-guo Song; Xiao-dong Liu; Nan Mu


Physics Letters A | 2016

Modeling pedestrian evacuation with guiders based on a multi-grid model

Shuchao Cao; Weiguo Song; Wei Lv


Physica A-statistical Mechanics and Its Applications | 2016

Effect of exit locations on ants escaping a two-exit room stressed with repellent

Shujie Wang; Shuchao Cao; Qiao Wang; Liping Lian; Weiguo Song


Journal of Statistical Mechanics: Theory and Experiment | 2017

Fundamental diagrams for multidirectional pedestrian flows

Shuchao Cao; Jun Zhang; Weiguo Song; Stefan Holl; Armin Seyfried

Collaboration


Dive into the Shuchao Cao's collaboration.

Top Co-Authors

Avatar

Weiguo Song

University of Science and Technology of China

View shared research outputs
Top Co-Authors

Avatar

Jun Zhang

Forschungszentrum Jülich

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Zhiming Fang

University of Science and Technology of China

View shared research outputs
Top Co-Authors

Avatar

Daniel Salden

Forschungszentrum Jülich

View shared research outputs
Top Co-Authors

Avatar

Jian Ma

Southwest Jiaotong University

View shared research outputs
Top Co-Authors

Avatar

Liping Lian

University of Science and Technology of China

View shared research outputs
Top Co-Authors

Avatar
Top Co-Authors

Avatar

Nan Mu

University of Science and Technology of China

View shared research outputs
Researchain Logo
Decentralizing Knowledge