Skip to main content

2020 | OriginalPaper | Buchkapitel

Cellular Automata Model for Crowd Behavior Management in Airports

verfasst von : Martha Mitsopoulou, Nikolaos Dourvas, Ioakeim G. Georgoudas, Georgios Ch. Sirakoulis

Erschienen in: Parallel Processing and Applied Mathematics

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

At the airports, everything must work with remarkable precision and coordination, especially since their operational processes involve managing a large number of moving human groups in order to minimize waiting and service times of individuals, as well as to eliminate phenomena resulting from the interaction of large crowds, such as crowding and congestion around points of interest. The aim of the study is the development of an integrated automated simulation model for human behavior and traffic in the spaces of an airport. Thus, the model simulates the behavior of the human crowds in different operational areas of an airport. The area of the airport is divided into levels that are characterized by differences in the way that people move within. A fully analytical model based on the computational tool of the Cellular Automata (CA) was realised as well as an obstacle avoidance algorithm that is based on the A star (A*) algorithm. According to its structure, the model is microscopic and discrete in space and time while inherent parallelism boosts its performance. Its prominent feature is that the crowd consists of separate, autonomous or non-autonomous entities rather than a mass. During the simulation, each entity is assigned unique features that affect the person’s behavior in the different areas of the airport terminal.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Jim, H.K., Chang, Z.Y.: An airport passenger terminal simulator: a planning and design tool. Simul. Pract. Theor. 4(6), 387–396 (1998) Jim, H.K., Chang, Z.Y.: An airport passenger terminal simulator: a planning and design tool. Simul. Pract. Theor. 4(6), 387–396 (1998)
2.
Zurück zum Zitat Fodness, D., Murray, B.: Passengers’ expectations of airport service quality. J. Serv. Mark. 7(21), 492–506 (2007)CrossRef Fodness, D., Murray, B.: Passengers’ expectations of airport service quality. J. Serv. Mark. 7(21), 492–506 (2007)CrossRef
3.
Zurück zum Zitat Fernandes, E., Pacheco, R.: Efficient use of airport capacity. Transp. Res. Part A Policy Pract. 3(36), 225–238 (2002)CrossRef Fernandes, E., Pacheco, R.: Efficient use of airport capacity. Transp. Res. Part A Policy Pract. 3(36), 225–238 (2002)CrossRef
4.
Zurück zum Zitat Bennetts, D., Hawkins, N., O’Leary, M., McGinity, P., Ashford, N.: Stochastic modeling of airport processing - regional airport passenger processing. National Aeronautics and Space Administration (1975) Bennetts, D., Hawkins, N., O’Leary, M., McGinity, P., Ashford, N.: Stochastic modeling of airport processing - regional airport passenger processing. National Aeronautics and Space Administration (1975)
5.
Zurück zum Zitat McKelvey, F.: A review of airport terminal system simulation models. Transportation System Center, US Department of Transportation, November 1989 McKelvey, F.: A review of airport terminal system simulation models. Transportation System Center, US Department of Transportation, November 1989
6.
Zurück zum Zitat Hamzawi, S.G.: Lack of airport capacity: exploration of alternative solutions. Transp. Res. Part A Policy Pract. 1(26), 47–58 (1992)CrossRef Hamzawi, S.G.: Lack of airport capacity: exploration of alternative solutions. Transp. Res. Part A Policy Pract. 1(26), 47–58 (1992)CrossRef
8.
Zurück zum Zitat Manataki, I.E., Zografos, K.G.: A generic system dynamics based tool for airport terminal performance analysis. Transp. Res. Part C Emerg. Technol. 4(17), 428–443 (2009)CrossRef Manataki, I.E., Zografos, K.G.: A generic system dynamics based tool for airport terminal performance analysis. Transp. Res. Part C Emerg. Technol. 4(17), 428–443 (2009)CrossRef
9.
Zurück zum Zitat Ma, W., Fookes, C., Kleinschmidt, T., Yarlagadda, P.: Modelling passenger flow at airport terminals: individual agent decision model for stochastic passenger behaviour. In: Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), pp. 109–113. SciTePress, Rome (2012) Ma, W., Fookes, C., Kleinschmidt, T., Yarlagadda, P.: Modelling passenger flow at airport terminals: individual agent decision model for stochastic passenger behaviour. In: Proceedings of the 2nd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), pp. 109–113. SciTePress, Rome (2012)
13.
Zurück zum Zitat Tsiftsis, A., Sirakoulis, G.Ch., Lygouras, J.: FPGA processor with GPS for modelling railway traffic flow. J. Cell. Automata 12(5), 381–400 (2017) Tsiftsis, A., Sirakoulis, G.Ch., Lygouras, J.: FPGA processor with GPS for modelling railway traffic flow. J. Cell. Automata 12(5), 381–400 (2017)
16.
Zurück zum Zitat Kartalidis, N., Georgoudas, I.G., Sirakoulis, G.Ch.: Cellular automata based evacuation process triggered by indoors Wi-Fi and GPS established detection. In: Mauri, G., El Yacoubi, S., Dennunzio, A., Nishinari, K., Manzoni, L. (eds.) ACRI 2018. LNCS, vol. 11115, pp. 492–502. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-99813-8_45 Kartalidis, N., Georgoudas, I.G., Sirakoulis, G.Ch.: Cellular automata based evacuation process triggered by indoors Wi-Fi and GPS established detection. In: Mauri, G., El Yacoubi, S., Dennunzio, A., Nishinari, K., Manzoni, L. (eds.) ACRI 2018. LNCS, vol. 11115, pp. 492–502. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-99813-8_​45
17.
19.
Zurück zum Zitat Weidmann, U.: Transporttechnik der fussgänger. Strasse und Verkehr 3(78), 161–169 (1992) Weidmann, U.: Transporttechnik der fussgänger. Strasse und Verkehr 3(78), 161–169 (1992)
20.
Zurück zum Zitat Chertkoff, J., Kushigian, R.: Don’t Panic: The Psychology of Emergency Egress and Ingress. Praeger, London (1999) Chertkoff, J., Kushigian, R.: Don’t Panic: The Psychology of Emergency Egress and Ingress. Praeger, London (1999)
21.
Zurück zum Zitat Yang, L.Z., Zhao, D.L., Li, J., Fang, T.Y.: Simulation of the kin behaviour in building occupant evacuation based on cellular automaton. Build. Environ. 40, 411–415 (2005)CrossRef Yang, L.Z., Zhao, D.L., Li, J., Fang, T.Y.: Simulation of the kin behaviour in building occupant evacuation based on cellular automaton. Build. Environ. 40, 411–415 (2005)CrossRef
22.
Zurück zum Zitat Sundarapandian, V.: Probability, Statistics and Queuing Theory. PHI Learning Pvt Ltd., New Delhi (2009)MATH Sundarapandian, V.: Probability, Statistics and Queuing Theory. PHI Learning Pvt Ltd., New Delhi (2009)MATH
23.
Zurück zum Zitat Yanagisawa, D., Suma, Y., Tomoeda, A., Miura, A., Ohtsuka, K., Nishinari, K.: Walking-distance introduced queueing model for pedestrian queueing system: theoretical analysis and experimental verification. Transp. Res. Part C Emerg. Technol. 37, 238–259 (2013)CrossRef Yanagisawa, D., Suma, Y., Tomoeda, A., Miura, A., Ohtsuka, K., Nishinari, K.: Walking-distance introduced queueing model for pedestrian queueing system: theoretical analysis and experimental verification. Transp. Res. Part C Emerg. Technol. 37, 238–259 (2013)CrossRef
24.
Zurück zum Zitat Hart, P.E., Nilsson, N.J., Raphael, B.: A formal basis for the heuristic determination of minimum cost paths. IEEE Trans. Syst. Sci. Cybern. 2(4), 100–107 (1968)CrossRef Hart, P.E., Nilsson, N.J., Raphael, B.: A formal basis for the heuristic determination of minimum cost paths. IEEE Trans. Syst. Sci. Cybern. 2(4), 100–107 (1968)CrossRef
Metadaten
Titel
Cellular Automata Model for Crowd Behavior Management in Airports
verfasst von
Martha Mitsopoulou
Nikolaos Dourvas
Ioakeim G. Georgoudas
Georgios Ch. Sirakoulis
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-43222-5_39

Premium Partner