Skip to main content

2023 | OriginalPaper | Buchkapitel

Investigation of Traffic Dynamics Considering Driver’s Characteristics and Downstream Traffic Conditions

verfasst von : Nikita Madaan, Sapna Sharma

Erschienen in: Frontiers in Industrial and Applied Mathematics

Verlag: Springer Nature Singapore

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

search-config
loading …

Abstract

Das Kapitel vertieft sich in die komplexe Dynamik des Verkehrsflusses, indem es den Einfluss des Fahrverhaltens und der nachgelagerten Verkehrsbedingungen untersucht. Aufbauend auf bestehenden hydrodynamischen Gittermodellen schlagen die Autoren ein neuartiges Modell vor, das den durchschnittlichen Fluss der Frontflächen und die Fahreigenschaften berücksichtigt. Dieser innovative Ansatz zielt darauf ab, die Verkehrsstabilität zu verbessern und Staus zu verringern. Die Studie verwendet lineare Stabilitätsanalysen und numerische Simulationen, um die theoretischen Ergebnisse zu validieren, und zeigt, dass das neue Modell Verkehrsstaus effektiv reduziert, indem es Verkehrsinformationen und das Verhalten der Fahrer effektiv nutzt. Das Kapitel bietet wertvolle Einblicke in das komplexe Zusammenspiel zwischen Fahrerverhalten und Verkehrsfluss und bietet vielversprechende Möglichkeiten zur Verbesserung des städtischen Verkehrsmanagements.

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 Chowdhury, D., Santen, L., Schadschneider, A.: Statistical physics of vehicular traffic and some related systems. Phys. Rep. 329(4–6), 199–329 (2000)CrossRef Chowdhury, D., Santen, L., Schadschneider, A.: Statistical physics of vehicular traffic and some related systems. Phys. Rep. 329(4–6), 199–329 (2000)CrossRef
2.
Zurück zum Zitat Nagatani, T.: The physics of traffic jams. Rep. Prog. Phys. 65(9), 1331 (2002)CrossRef Nagatani, T.: The physics of traffic jams. Rep. Prog. Phys. 65(9), 1331 (2002)CrossRef
3.
Zurück zum Zitat Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Structure stability of congestion in traffic dynamics. Jpn. J. Ind. Appl. Math. 11(2), 203–223 (1994)CrossRefMATH Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Structure stability of congestion in traffic dynamics. Jpn. J. Ind. Appl. Math. 11(2), 203–223 (1994)CrossRefMATH
4.
Zurück zum Zitat Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Dynamical model of traffic congestion and numerical simulation. Phys. Rev. E 51(2), 1035 (1995)CrossRef Bando, M., Hasebe, K., Nakayama, A., Shibata, A., Sugiyama, Y.: Dynamical model of traffic congestion and numerical simulation. Phys. Rev. E 51(2), 1035 (1995)CrossRef
5.
Zurück zum Zitat Nagatani, T.: Modified KdV equation for jamming transition in the continuum models of traffic. Phys. A 261(3), 599–607 (1998)CrossRef Nagatani, T.: Modified KdV equation for jamming transition in the continuum models of traffic. Phys. A 261(3), 599–607 (1998)CrossRef
6.
Zurück zum Zitat Ge, H., Cheng, R.: The backward looking effect in the lattice hydrodynamic model. Phys. A 387(28), 6952–6958 (2008)CrossRef Ge, H., Cheng, R.: The backward looking effect in the lattice hydrodynamic model. Phys. A 387(28), 6952–6958 (2008)CrossRef
7.
Zurück zum Zitat Jun-Fang, T., Bin, J., Xing-Gang, L., Zi-You, G.: Flow difference effect in the lattice hydrodynamic model. Chin. Phys. B 19(4), 040303 (2010)CrossRef Jun-Fang, T., Bin, J., Xing-Gang, L., Zi-You, G.: Flow difference effect in the lattice hydrodynamic model. Chin. Phys. B 19(4), 040303 (2010)CrossRef
8.
Zurück zum Zitat Tian, J.F., Yuan, Z.Z., Jia, B., Li, M.H., Jiang, G.H.: The stabilization effect of the density difference in the modified lattice hydrodynamic model of traffic flow. Phys. A: Stat. Mech. Appl. 391, 4476–4482 (2012) Tian, J.F., Yuan, Z.Z., Jia, B., Li, M.H., Jiang, G.H.: The stabilization effect of the density difference in the modified lattice hydrodynamic model of traffic flow. Phys. A: Stat. Mech. Appl. 391, 4476–4482 (2012)
9.
Zurück zum Zitat Nagatani, T.: Stabilization and enhancement of traffic flow by the next-nearest-neighbor interaction. Phys. Rev. E 60, 6395–6401 (1999)CrossRef Nagatani, T.: Stabilization and enhancement of traffic flow by the next-nearest-neighbor interaction. Phys. Rev. E 60, 6395–6401 (1999)CrossRef
10.
Zurück zum Zitat Gupta, A.K., Redhu, P.: Analyses of the driver’s anticipation effect in a new lattice hydrodynamic traffic flow model with passing. Nonlinear Dyn. 76(2), 1001–1011 (2014)CrossRefMATH Gupta, A.K., Redhu, P.: Analyses of the driver’s anticipation effect in a new lattice hydrodynamic traffic flow model with passing. Nonlinear Dyn. 76(2), 1001–1011 (2014)CrossRefMATH
11.
Zurück zum Zitat Li, X.Q., Fang, K.L., Peng, G.H.: A new lattice model of traffic flow with the consideration of the driver’s aggressive characteristics. Phys. A 468, 315–321 (2017)CrossRefMATH Li, X.Q., Fang, K.L., Peng, G.H.: A new lattice model of traffic flow with the consideration of the driver’s aggressive characteristics. Phys. A 468, 315–321 (2017)CrossRefMATH
12.
Zurück zum Zitat Sharma, S.: Modeling and analyses of driver’s characteristics in a traffic system with passing. Nonlinear Dyn. 86(3), 2093–2104 (2016)CrossRef Sharma, S.: Modeling and analyses of driver’s characteristics in a traffic system with passing. Nonlinear Dyn. 86(3), 2093–2104 (2016)CrossRef
13.
Zurück zum Zitat Tian, C., Sun, D., Zhang, M.: Nonlinear analysis of lattice model with consideration of optimal current difference. Commun. Nonlinear Sci. Numer. Simul. 16(11), 4524–4529 (2011)CrossRefMATH Tian, C., Sun, D., Zhang, M.: Nonlinear analysis of lattice model with consideration of optimal current difference. Commun. Nonlinear Sci. Numer. Simul. 16(11), 4524–4529 (2011)CrossRefMATH
14.
Zurück zum Zitat Kaur, R., Sharma, S.: Analysis of driver’s characteristics on a curved road in a lattice model. Phys. A 471, 59–67 (2017)CrossRef Kaur, R., Sharma, S.: Analysis of driver’s characteristics on a curved road in a lattice model. Phys. A 471, 59–67 (2017)CrossRef
15.
Zurück zum Zitat Madaan, N., Sharma, S.: Effects of multi-phase optimal velocity function on a lattice model accounting for driver’s behavior. Int. J. Mod. Phys. B 33(22), 1950248 (2019)CrossRefMATH Madaan, N., Sharma, S.: Effects of multi-phase optimal velocity function on a lattice model accounting for driver’s behavior. Int. J. Mod. Phys. B 33(22), 1950248 (2019)CrossRefMATH
16.
Zurück zum Zitat Kaur, D., Sharma, S.: The impact of the predictive effect on traffic dynamics in a lattice model with passing. Eur. Phys. J. B 93(3), 1–10 (2020)CrossRef Kaur, D., Sharma, S.: The impact of the predictive effect on traffic dynamics in a lattice model with passing. Eur. Phys. J. B 93(3), 1–10 (2020)CrossRef
17.
Zurück zum Zitat Zhu, C., Ling, S., Zhong, S., Liu, L.: A modified lattice model of traffic flow with the consideration of the downstream traffic condition. Mod. Phys. Lett. B 33(02), 1950008 (2019)CrossRef Zhu, C., Ling, S., Zhong, S., Liu, L.: A modified lattice model of traffic flow with the consideration of the downstream traffic condition. Mod. Phys. Lett. B 33(02), 1950008 (2019)CrossRef
18.
Zurück zum Zitat Zhang, G., Sun, D., Liu, W., Zhao, M., Cheng, S.: Analysis of two-lane lattice hydrodynamic model with consideration of driver’s characteristics. Phys. A 422, 16–24 (2015)CrossRef Zhang, G., Sun, D., Liu, W., Zhao, M., Cheng, S.: Analysis of two-lane lattice hydrodynamic model with consideration of driver’s characteristics. Phys. A 422, 16–24 (2015)CrossRef
19.
Zurück zum Zitat Sharma, S.: Lattice hydrodynamic modeling of two-lane traffic flow with timid and aggressive driving behavior. Phys. A 421, 401–411 (2015)CrossRef Sharma, S.: Lattice hydrodynamic modeling of two-lane traffic flow with timid and aggressive driving behavior. Phys. A 421, 401–411 (2015)CrossRef
20.
Zurück zum Zitat Nagatani, T.: Jamming transitions and the modified Korteweg’de Vries equation in a two-lane traffic flow. Phys. A 265, 297–310 (1999)CrossRef Nagatani, T.: Jamming transitions and the modified Korteweg’de Vries equation in a two-lane traffic flow. Phys. A 265, 297–310 (1999)CrossRef
21.
Zurück zum Zitat Gupta, A.K., Redhu, P.: Analyses of driver’s anticipation effect in sensing relative flux in a new lattice model for two-lane traffic system. Phys. A 392(22), 5622–5632 (2013)CrossRef Gupta, A.K., Redhu, P.: Analyses of driver’s anticipation effect in sensing relative flux in a new lattice model for two-lane traffic system. Phys. A 392(22), 5622–5632 (2013)CrossRef
22.
Zurück zum Zitat Wang, T., Gao, Z., Zhang, J., Zhao, X.: A new lattice hydrodynamic model for two-lane traffic with the consideration of density difference effect. Nonlinear Dyn. 75, 27–34 (2014)CrossRefMATH Wang, T., Gao, Z., Zhang, J., Zhao, X.: A new lattice hydrodynamic model for two-lane traffic with the consideration of density difference effect. Nonlinear Dyn. 75, 27–34 (2014)CrossRefMATH
23.
Zurück zum Zitat Peng, G.H., Kuang, H., Zhao, H., Qing, L.: Nonlinear analysis of a new lattice hydrodynamic model with the consideration of honk effect on flux for two-lane highway. Phys. A 515, 93–101 (2019)CrossRefMATH Peng, G.H., Kuang, H., Zhao, H., Qing, L.: Nonlinear analysis of a new lattice hydrodynamic model with the consideration of honk effect on flux for two-lane highway. Phys. A 515, 93–101 (2019)CrossRefMATH
24.
Zurück zum Zitat Tao, W., Zi-You, G., Xiao-Mei, Z., Jun-Fang, T.: Flow difference effect in the two-lane lattice hydrodynamic model. Chinese Phys. B 21(7), 070507 (2012) Tao, W., Zi-You, G., Xiao-Mei, Z., Jun-Fang, T.: Flow difference effect in the two-lane lattice hydrodynamic model. Chinese Phys. B 21(7), 070507 (2012)
25.
Zurück zum Zitat Sharma, S.: Effect of driver’s anticipation in a new two-lane lattice model with the consideration of optimal current difference. Nonlinear Dyn. 81(1–2), 991–1003 (2015)CrossRefMATH Sharma, S.: Effect of driver’s anticipation in a new two-lane lattice model with the consideration of optimal current difference. Nonlinear Dyn. 81(1–2), 991–1003 (2015)CrossRefMATH
26.
Zurück zum Zitat Kaur, D., Sharma, S.: A new two-lane lattice model by considering predictive effect in traffic flow. Phys. A: Stat. Mech. Appl. 539, 122913 (2020) Kaur, D., Sharma, S.: A new two-lane lattice model by considering predictive effect in traffic flow. Phys. A: Stat. Mech. Appl. 539, 122913 (2020)
27.
Zurück zum Zitat Gupta, A.K., Redhu, P.: Analysis of a modified two-lane lattice model by considering the density difference effect. Commun. Nonlinear Sci. Numer. Simul. 19(5), 1600–1610 (2014)CrossRefMATH Gupta, A.K., Redhu, P.: Analysis of a modified two-lane lattice model by considering the density difference effect. Commun. Nonlinear Sci. Numer. Simul. 19(5), 1600–1610 (2014)CrossRefMATH
28.
Zurück zum Zitat Qi, X., Cheng, R., Ge, H.: Analysis of a novel two-lane lattice model with consideration of density integral and relative flow information. Eng. Comput. 37, 2939–2955 (2020)CrossRef Qi, X., Cheng, R., Ge, H.: Analysis of a novel two-lane lattice model with consideration of density integral and relative flow information. Eng. Comput. 37, 2939–2955 (2020)CrossRef
29.
Zurück zum Zitat Qi, X., Ge, H., Cheng, R.: Analysis of a novel two-lane hydrodynamic lattice model accounting for Driver’s aggressive effect and flow difference integral. Math. Probl. Eng. 2020 (2020). (https://doi.org/10.1155/2020/8258507) Qi, X., Ge, H., Cheng, R.: Analysis of a novel two-lane hydrodynamic lattice model accounting for Driver’s aggressive effect and flow difference integral. Math. Probl. Eng. 2020 (2020). (https://​doi.​org/​10.​1155/​2020/​8258507)
30.
Zurück zum Zitat Zhang, J., Xu, K., Li, S., Wang, T.: A new two-lane lattice hydrodynamic model with the introduction of driver’s predictive effect. Phys. A: Stat. Mech. Appl. 551, 124249 (2020) Zhang, J., Xu, K., Li, S., Wang, T.: A new two-lane lattice hydrodynamic model with the introduction of driver’s predictive effect. Phys. A: Stat. Mech. Appl. 551, 124249 (2020)
31.
Zurück zum Zitat Madaan, N., Sharma, S.: A lattice model accounting for multi-lane traffic system. Phys. A: Stat. Mech. Appl. 564, 125446 (2021) Madaan, N., Sharma, S.: A lattice model accounting for multi-lane traffic system. Phys. A: Stat. Mech. Appl. 564, 125446 (2021)
32.
Zurück zum Zitat Kaur, D., Sharma, S.: Prior information affecting traffic dynamics in a two dimensional (2D) network. Eur. Phys. J. B 94(9), 1–12 (2021)CrossRef Kaur, D., Sharma, S.: Prior information affecting traffic dynamics in a two dimensional (2D) network. Eur. Phys. J. B 94(9), 1–12 (2021)CrossRef
33.
Zurück zum Zitat Redhu, P., Gupta, A.K.: Effect of forward looking sites on a multi-phase lattice hydrodynamic model. Phys. A 445, 150–160 (2016)CrossRefMATH Redhu, P., Gupta, A.K.: Effect of forward looking sites on a multi-phase lattice hydrodynamic model. Phys. A 445, 150–160 (2016)CrossRefMATH
34.
Zurück zum Zitat Kuang, H., Wang, M.T., Lu, F.H., Bai, K.Z., Li, X.L.: An extended car-following model considering multi-anticipative average velocity effect under V2V environment. Phys. A: Stat. Mech. Appl. 527, 121268 (2019) Kuang, H., Wang, M.T., Lu, F.H., Bai, K.Z., Li, X.L.: An extended car-following model considering multi-anticipative average velocity effect under V2V environment. Phys. A: Stat. Mech. Appl. 527, 121268 (2019)
35.
Zurück zum Zitat Kuang, H., Xu, Z.P., Li, X.L., Lo, S.M.: An extended car-following model accounting for the average headway effect in intelligent transportation system. Phys. A 471, 778–787 (2017)CrossRefMATH Kuang, H., Xu, Z.P., Li, X.L., Lo, S.M.: An extended car-following model accounting for the average headway effect in intelligent transportation system. Phys. A 471, 778–787 (2017)CrossRefMATH
36.
Zurück zum Zitat Zhu, W.X., Zhang, L.D.: A new car-following model for autonomous vehicles flow with mean expected velocity field. Phys. A 492, 2154–2165 (2018)CrossRefMATH Zhu, W.X., Zhang, L.D.: A new car-following model for autonomous vehicles flow with mean expected velocity field. Phys. A 492, 2154–2165 (2018)CrossRefMATH
37.
Zurück zum Zitat Chuan, T., Di-Hua, S., Shu-Hong, Y.: A new lattice hydrodynamic traffic flow model with a consideration of multi-anticipation effect. Chinese Phys. B 20(8), 088902 (2011) Chuan, T., Di-Hua, S., Shu-Hong, Y.: A new lattice hydrodynamic traffic flow model with a consideration of multi-anticipation effect. Chinese Phys. B 20(8), 088902 (2011)
Metadaten
Titel
Investigation of Traffic Dynamics Considering Driver’s Characteristics and Downstream Traffic Conditions
verfasst von
Nikita Madaan
Sapna Sharma
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-7272-0_10

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.