Citation: | BAI Qiang, WU Shuai, CAO Rui, MENG Si-yuan, XU Zhi-man. Review on passenger boarding process optimization at civil airports[J]. Journal of Traffic and Transportation Engineering, 2022, 22(4): 68-88. doi: 10.19818/j.cnki.1671-1637.2022.04.005 |
[1] |
MALANDRI C, MANTECCHINI L, REIS V. Aircraft turnaround and industrial actions: how ground handlers' strikes affect airport airside operational efficiency[J]. Journal of Air Transport Management, 2019, 78: 23-32. doi: 10.1016/j.jairtraman.2019.04.007
|
[2] |
JAEHN F, NEUMANN S. Airplane boarding[J]. European Journal of Operational Research, 2015, 244(2): 339-359. doi: 10.1016/j.ejor.2014.12.008
|
[3] |
NYQUIST D C, MCFADDEN K L. A study of the airline boarding problem[J]. Journal of Air Transport Management, 2008, 14(4): 197-204. doi: 10.1016/j.jairtraman.2008.04.004
|
[4] |
SCHMIDT M. A review of aircraft turnaround operations and simulations[J]. Progress in Aerospace Sciences, 2017, 92: 25-38. doi: 10.1016/j.paerosci.2017.05.002
|
[5] |
SCHULTZ M. Fast aircraft turnaround enabled by reliable passenger boarding[J]. Aerospace, 2018, 5(1): 1-18.
|
[6] |
SIMONE N. Is the boarding process on the critical path of the airplane turn-around[J]. European Journal of Operational Research, 2019, 277: 128-137. doi: 10.1016/j.ejor.2019.02.001
|
[7] |
MILNE R, SALARI M, KATTAN L. Robust optimization of airplane passenger seating assignments[J]. Aerospace, 2018, 5(3): 1-13.
|
[8] |
任新惠, 张思雨. 航空旅客登机策略研究综述[J]. 长安大学学报(社会科学版), 2016, 18(1): 30-35. doi: 10.3969/j.issn.1671-6248.2016.01.006
REN Xin-hui, ZHANG Si-yu. Overview of researches on passengers aircraft boarding[J]. Journal of Chang'an University (Social Science Edition), 2016, 18(1): 30-35. (in Chinese) doi: 10.3969/j.issn.1671-6248.2016.01.006
|
[9] |
BIDANDA R, GENG Z, WINAKOR J, et al. A review of optimization models for boarding a commercial airplane[C]// FERTSCH M, STACHOWIAK A, MRUGALSKA B, et al. 24th International Conference on Production Research. Poznan: Poznan University of Technology, 2017: 1-6.
|
[10] |
ZHANG Lin-feng, YANG Hang-jun, WANG Kun, et al. The impact of COVID-19 on airline passenger travel behavior: an exploratory analysis on the Chinese aviation market[J]. Journal of Air Transport Management, 2021, 95: 102084. doi: 10.1016/j.jairtraman.2021.102084
|
[11] |
MILNE R J, KELLY A R. A new method for boarding passengers onto an airplane[J]. Journal of Air Transport Management, 2014, 34: 93-100. doi: 10.1016/j.jairtraman.2013.08.006
|
[12] |
MILNE R J, SALARI M. Optimization of assigning passengers to seats on airplanes based on their carry-on luggage[J]. Journal of Air Transport Management, 2016, 54: 104-110. doi: 10.1016/j.jairtraman.2016.03.022
|
[13] |
MILNE R J, DELCEA C, COTFAS L, et al. New methods for two-door airplane boarding using apron buses[J]. Journal of Air Transport Management, 2019, 80: 101705. doi: 10.1016/j.jairtraman.2019.101705
|
[14] |
STEFFEN J H. Optimal boarding method for airline passengers[J]. Journal of Air Transport Management, 2008, 14(3): 146-150. doi: 10.1016/j.jairtraman.2008.03.003
|
[15] |
STEFFEN J H, HOTCHKISS J. Experimental test of airplane boarding methods[J]. Journal of Air Transport Management, 2012, 18: 64-67. doi: 10.1016/j.jairtraman.2011.10.003
|
[16] |
VAN DEN BRIEL M H L, VILLALOBOS J R, HOGG G L, et al. America west airlines develops efficient boarding strategies[J]. Interfaces, 2005, 35(3): 191-201. doi: 10.1287/inte.1050.0135
|
[17] |
KIERZKOWSKI A, KISIEL T. The human factor in the passenger boarding process at the airport[J]. Procedia Engineering, 2017, 187: 348-355. doi: 10.1016/j.proeng.2017.04.385
|
[18] |
SCHULTZ M. Field trial measurements to validate a stochastic aircraft boarding model[J]. Aerospace, 2018, 5(1): 1-20.
|
[19] |
SCHULTZ M, REITMANN S. Consideration of passenger interactions for the prediction of aircraft boarding time[J]. Aerospace, 2018, 5(4): 1-14.
|
[20] |
HUTTER L, JAEHN F, NEUMANN S. Influencing factors on airplane boarding times[J]. Omega, 2019, 87: 177-190. doi: 10.1016/j.omega.2018.09.002
|
[21] |
SCHULTZ M, EVLER J, ASADI E, et al. Future aircraft turnaround operations considering post-pandemic requirements[J]. Journal of Air Transport Management, 2020, 89: 101886. doi: 10.1016/j.jairtraman.2020.101886
|
[22] |
PITCHFORTH J, WU P, MENGERSEN K. Applying a validation framework to a working airport terminal model[J]. Expert Systems with Application, 2014, 41(9): 4388-4400. doi: 10.1016/j.eswa.2014.01.013
|
[23] |
LAHIJANI M S, ISLAM T, SRINIVASAN A, et al. Constrained linear movement model (CALM): simulation of passenger movement in airplanes[J]. Plos One, 2020, 15(3): 1-14.
|
[24] |
TANG Tie-qiao, YANG Shao-peng, OU Hui, et al. An aircraft boarding model with the group behavior and the quantity of luggage[J]. Transportation Research Part C: Emerging Technologies, 2018, 93: 115-127. doi: 10.1016/j.trc.2018.05.029
|
[25] |
STEINER A, PHILIPP M. Speeding up the airplane boarding process by using pre-boarding areas[C]//HOOGENDOORN S, NIJKAMP P, HANSON S. 9th Swiss Transport Research Conference. Ascona: ETH, 2009: 1-30.
|
[26] |
BUDESCA G C, JUAN A A, CASAS P. Optimization of aircraft boarding processes considering passengers' grouping characteristics[C]//TOLK A, YILMAZ L, DIALLO S Y, et al. 2014 Winter Simulation Conference. New York: IEEE, 2014: 1977-1988.
|
[27] |
WITTMANN J. Customer-oriented optimization of the airplane boarding process[J]. Journal of Air Transport Management, 2019, 76: 31-39. doi: 10.1016/j.jairtraman.2019.02.002
|
[28] |
TANG Tie-qiao, YANG Shao-peng, OU Hui, et al. An aircraft boarding model accounting for group behavior[J]. Journal of Air Transport Management, 2018, 69: 182-189. doi: 10.1016/j.jairtraman.2018.03.004
|
[29] |
TANG Tie-qiao, YANG Shao-peng, CHEN Liang. An extended boarding strategy accounting for the luggage quantity and group behavior[J]. Journal of Advanced Transportation, 2019, DOI: 10.1155/2019/8908935.
|
[30] |
TANG Tie-qiao, WU Yong-hong, HUANG Hai-jun, et al. An aircraft boarding model accounting for passengers' individual properties[J]. Transportation Research Part C: Emerging Technologies, 2012, 22: 1-16. doi: 10.1016/j.trc.2011.11.005
|
[31] |
MILNE R J, COTFAS L, DELCEA C, et al. Airplane boarding method for passenger groups when using apron buses[J]. IEEE Access, 2020, 8: 18019-18035. doi: 10.1109/ACCESS.2020.2968410
|
[32] |
SCHULTZ M, SOOLAKI M. Analytical approach to solve the problem of aircraft passenger boarding during the coronavirus pandemic[J]. Transportation Research Part C: Emerging Technologies, 2021, 124: 1-17.
|
[33] |
SCHULTZ M, LUBIG D, ASADI E, et al. Implementation of a long-range air traffic flow management for the Asia-Pacific Region[J]. IEEE Access, 2021, 9: 124640-124659. doi: 10.1109/ACCESS.2021.3110371
|
[34] |
SALARI M, MILNE R J, DELCEA C, et al. Social distancing in airplane seat assignments for passenger groups[J]. Transportmetrica B: Transport Dynamics, 2022, 10(1): 1070-1098. doi: 10.1080/21680566.2021.2007816
|
[35] |
QIANG Sheng-jie, HUANG Qing-xia. New boarding strategies for a novel aircraft cabin installed with side-slip seats[J]. Transportmetrica B: Transport Dynamics, 2022, 10(1): 1010-1031. doi: 10.1080/21680566.2021.1997673
|
[36] |
BACHMAT E. Airplane boarding meets express line queues[J]. European Journal of Operational Research, 2019, 275(3): 1165-1177. doi: 10.1016/j.ejor.2018.12.017
|
[37] |
KISIEL T. Resilience of passenger boarding strategies to priority fares offered by airlines[J]. Journal of Air Transport Management, 2020, 87: 101853. doi: 10.1016/j.jairtraman.2020.101853
|
[38] |
SALARI M, MILNE R J, KATTAN L. Airplane boarding optimization considering reserved seats and passengers' carry-on bags[J]. Opsearch, 2019, 56(3): 806-823. doi: 10.1007/s12597-019-00405-z
|
[39] |
BACHMAT E, ERLAND S, JAEHN F, et al. Air passenger preferences: an international comparison affects boarding theory[J]. Operations Research, 2021, DOI: 10.1287/opre.2021.2148.
|
[40] |
ZEINEDDINE H. A dynamically optimized aircraft boarding strategy[J]. Journal of Air Transport Management, 2017, 58: 144-151. doi: 10.1016/j.jairtraman.2016.10.010
|
[41] |
ZEINEDDINE H. Reducing the effect of passengers' non- compliance with aircraft boarding rules[J]. Journal of Air Transport Management, 2021, 92: 102041. doi: 10.1016/j.jairtraman.2021.102041
|
[42] |
HIEMSTRA-VAN MASTRIGT S, OTTENS R, VINK P. Identifying bottlenecks and designing ideas and solutions for improving aircraft passengers' experience during boarding and disembarking[J]. Applied Ergonomics, 2019, 77: 16-21. doi: 10.1016/j.apergo.2018.12.016
|
[43] |
史跃亚, 张俊然. 基于冲突的窄体运输机登机过程仿真模型[J]. 计算机仿真, 2015, 32(7): 46-50, 74. doi: 10.3969/j.issn.1006-9348.2015.07.011
SHI Yue-ya, ZHANG Jun-ran. A simulation model of boarding process for narrow-body aircraft on the basis of interference[J]. Computer Simulation, 2015, 32(7): 46-50, 74. (in Chinese) doi: 10.3969/j.issn.1006-9348.2015.07.011
|
[44] |
OLIVEIRA D B P, COELHO J N, MORAES A D O. A simplified model to assess the influence of the configuration of commercial aircraft on boarding and deboarding[J]. International Journal of Aerospace Engineering, 2021, DOI: 10.1155/2021/8872992.
|
[45] |
SCHULTZ M. Dynamic change of aircraft seat condition for fast boarding[J]. Transportation Research Part C: Emerging Technologies, 2017, 85: 131-147. doi: 10.1016/j.trc.2017.09.014
|
[46] |
SCHULTZ M. Faster aircraft boarding enabled by infrastructural changes[C]//CHAN V, DAMBROGIO A, ZACHAREWICZ G, et al. 2017 Winter Simulation Conference. New York: IEEE, 2017: 2530-2541.
|
[47] |
强生杰, 黄青霞. 新型客机座舱环境下的旅客登机效率研究[J]. 交通运输系统工程与信息, 2020, 20(4): 209-215. doi: 10.16097/j.cnki.1009-6744.2020.04.030
QIANG Sheng-jie, HUANG Qing-xia. Evaluation of passenger boarding efficiency in a novel aircraft cabin environment[J]. Journal of Transportation Systems Engineering and Information Technology, 2020, 20(4): 209-215. (in Chinese) doi: 10.16097/j.cnki.1009-6744.2020.04.030
|
[48] |
任新惠, 唐少勇. 单通道客机旅客登机策略比较研究[J]. 交通运输系统工程与信息, 2014, 14(4): 173-179. doi: 10.3969/j.issn.1009-6744.2014.04.025
REN Xin-hui, TANG Shao-yong. Comparative study of boarding strategies for single-aisle aircraft[J]. Journal of Transportation Systems Engineering and Information Technology, 2014, 14(4): 173-179. (in Chinese) doi: 10.3969/j.issn.1009-6744.2014.04.025
|
[49] |
任新惠, 唐少勇. 单通道客机登机策略模拟研究[J]. 科学技术与工程, 2015, 15(1): 120-126, 131. doi: 10.3969/j.issn.1671-1815.2015.01.022
REN Xin-hui, TANG Shao-yong. The simulation study of single aisle aircraft boarding strategy[J]. Science Technology and Engineering, 2015, 15(1): 120-126, 131. (in Chinese) doi: 10.3969/j.issn.1671-1815.2015.01.022
|
[50] |
IYIGUNLU S, YARLAGADDA P, FOOKES C. Agent- based application on different boarding strategies[J]. Applied Mechanics and Materials, 2014, 568-570: 1893-1897.
|
[51] |
SCHMIDT M, HEINEMANN P, HORNUNG M. Boarding and turnaround process assessment of single- and twin-aisle aircraft[C]//PAYOT A, RENDALL T, ALLEN C B. 55th AIAA Aerospace Sciences Meeting. Reston: AIAA, 2017: 1-15.
|
[52] |
SCHULTZ M. Implementation and application of a stochastic aircraft boarding model[J]. Transportation Research Part C: Emerging Technologies, 2018, 90: 334-349. doi: 10.1016/j.trc.2018.03.016
|
[53] |
DELCEA C, MILNE R J, COTFAS L, et al. Methods for accelerating the airplane boarding process in the presence of apron buses[J]. IEEE Access, 2019, 7: 134372-134387. doi: 10.1109/ACCESS.2019.2941532
|
[54] |
DELCEA C, COTFAS L, CHIRIǍ N, et al. A two-door airplane boarding approach when using apron buses[J]. Sustainability, 2018, 10(3619): 1-14.
|
[55] |
COTFAS L A, DELCEA C, MILNE R J, et al. Testing new methods for boarding a partially occupied airplane using apron buses[J]. Symmetry-Basel, 2019, 11(1044): 1-23.
|
[56] |
MILNE R J, COTFAS L, DELCEA C, et al. Greedy method for boarding a partially occupied airplane using apron buses[J]. Symmetry-Basel, 2019, 11(1221): 1-19.
|
[57] |
王馨, 张江, 吴金闪. 统计物理学基础研究新进展[J]. 上海理工大学学报, 2012, 34(3): 205-220. doi: 10.3969/j.issn.1007-6735.2012.03.001
WANG Xin, ZHANG Jiang, WU Jin-shan. Progress in studies of foundation of statistical physics[J]. Journal of University of Shanghai for Science and Technology, 2012, 34(3): 205-220. (in Chinese) doi: 10.3969/j.issn.1007-6735.2012.03.001
|
[58] |
史启鸿. 非对称排它过程中的复杂相变研究[D]. 合肥: 中国科学技术大学, 2012.
SHI Qi-hong. Study on the complex phase transitions of asymmetric simple exclusion processes[D]. Hefei: University of Science and Technology of China, 2012. (in Chinese)
|
[59] |
GORISSEN M, LAZARESCU A, MALLICK K, et al. Exact current statistics of the asymmetric simple exclusion process with open boundaries[J]. Physical Review Letters, 2012, 109(17): 1-5.
|
[60] |
FRETTE V, HEMMER P. Time needed to board an airplane: a power law and the structure behind it[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2012, 85: 011130. doi: 10.1103/PhysRevE.85.011130
|
[61] |
BERNSTEIN N. Comment on "time needed to board an airplane: a power law and the structure behind it"[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2012, 86: 023101. doi: 10.1103/PhysRevE.86.023101
|
[62] |
BAEK Y, HA M, JEONG H. Impact of sequential disorder on the scaling behavior of airplane boarding time[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2013, 87: 052803. doi: 10.1103/PhysRevE.87.052803
|
[63] |
BRICS M, KAUPUZS J, MAHNKE R. Scaling behavior of an airplane-boarding model[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2013, 87: 042117. doi: 10.1103/PhysRevE.87.042117
|
[64] |
QIANG Sheng-jie, JIA Bin, HUANG Qing-xia, et al. Mechanism behind phase transitions in airplane boarding process[J]. International Journal of Modern Physics C, 2016, 27(6): 1-12.
|
[65] |
QIANG Sheng-jie, JIA Bin, HUANG Qing-xia. A stochastic airplane boarding model in a framework of ASEP with distinguishable particles[J]. International Journal of Modern Physics C, 2018, 29(10): 1-17.
|
[66] |
STEFFEN J H. A statistical mechanics model for free-for-all airplane passenger boarding[J]. American Journal of Physics, 2008, 76: 1114-1119. doi: 10.1119/1.2982636
|
[67] |
《中国公路学报》编辑部. 中国交通工程学术研究综述·2016[J]. 中国公路学报, 2016, 29(6): 1-161. doi: 10.3969/j.issn.1001-7372.2016.06.001
Editorial Department of China Journal of Highway and Transport. Review on China's traffic engineering research progress: 2016[J]. China Journal of Highway and Transport, 2016, 29(6): 1-161. (in Chinese) doi: 10.3969/j.issn.1001-7372.2016.06.001
|
[68] |
BAZARGAN M. A linear programming approach for aircraft boarding strategy[J]. European Journal of Operational Research, 2007, 183(1): 394-411. doi: 10.1016/j.ejor.2006.09.071
|
[69] |
刘洋, 刘振兆, 贾利民. 一种高效的登机策略[J]. 交通运输系统工程与信息, 2008, 8(5): 118-123. doi: 10.3969/j.issn.1009-6744.2008.05.020
LIU Yang, LIU Zhen-zhao, JIA Li-min. Adaptive approach to aircraft boarding strategy[J]. Journal of Transportation Systems Engineering and Information Technology, 2008, 8(5): 118-123. (in Chinese) doi: 10.3969/j.issn.1009-6744.2008.05.020
|
[70] |
SOOLAKI M, MAHDAVI I, MAHDAVI-AMIRI N, et al. A new linear programming approach and genetic algorithm for solving airline boarding problem[J]. Applied Mathematical Modelling, 2012, 36(9): 4060-4072. doi: 10.1016/j.apm.2011.11.030
|
[71] |
柯源. 飞机登机策略分析Ⅰ——离散事件模拟模型[J]. 数学的实践与认识, 2007, 37(18): 85-94. doi: 10.3969/j.issn.1000-0984.2007.18.013
KE Yuan. Analysis of airplane boarding strategies Ⅰ—a discrete event simulation model[J]. Mathematics in Practice and Theory, 2007, 37(18): 85-94. (in Chinese) doi: 10.3969/j.issn.1000-0984.2007.18.013
|
[72] |
柯源. 飞机登机策略分析Ⅱ——利用微分几何模拟登机[J]. 数学的实践与认识, 2007, 37(19): 71-78. doi: 10.3969/j.issn.1000-0984.2007.19.012
KE Yuan. Analysis of airplane boarding strategies Ⅱ—modeling the airplane boarding with differential geometry[J]. Mathematics in Practice and Theory, 2007, 37(19): 71-78. (in Chinese) doi: 10.3969/j.issn.1000-0984.2007.19.012
|
[73] |
TANG Tie-qiao, HUANG Hai-jun, SHANG Hua-yan. A new pedestrian-following model for aircraft boarding and numerical tests[J]. Nonlinear Dynamics, 2012, 67(1): 437-443. doi: 10.1007/s11071-011-9992-7
|
[74] |
杨文强, 吴文渊. 线性常微分方程的全局误差估计和优化求解方法[J]. 中国科学: 数学, 2021, 51(1): 239-256. https://www.cnki.com.cn/Article/CJFDTOTAL-JAXK202101015.htm
YANG Wen-qiang, WU Wen-yuan. Global error estimation for linear ordinary differential equations and their numerical optimal solutions[J]. Scientia Sinica (Mathematica), 2021, 51(1): 239-256. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JAXK202101015.htm
|
[75] |
KUO C C. An improved zero-one linear programming model for the plane boarding problem[J]. Applications of Management Science, 2015, 17: 53-69.
|
[76] |
MIURA A, NISHINARI K. A passenger distribution analysis model for the perceived time of airplane boarding/deboarding, utilizing an ex-Gaussian distribution[J]. Journal of Air Transport Management, 2017, 59: 44-49. doi: 10.1016/j.jairtraman.2016.11.010
|
[77] |
JAFER S, MI W. Comparative study of aircraft boarding strategies using cellular discrete event simulation[J]. Aerospace, 2017, 4(4): 1-22.
|
[78] |
BACHMAT E, BEREND D, SAPIR L, et al. Analysis of airplane boarding times[J]. Operations Research, 2009, 57(2): 499-513. doi: 10.1287/opre.1080.0630
|
[79] |
冯霞, 张鑫, 陈锋. 飞机过站上客过程持续时间分布[J]. 交通运输工程学报, 2017, 17(2): 98-105. doi: 10.3969/j.issn.1671-1637.2017.02.011
FENG Xia, ZHANG Xin, CHEN Feng. Boarding duration distribution of aircraft turnaround[J]. Journal of Traffic and Transportation Engineering, 2017, 17(2): 98-105. (in Chinese) doi: 10.3969/j.issn.1671-1637.2017.02.011
|
[80] |
SCHULTZ M, REITMANN S. Machine learning approach to predict aircraft boarding[J]. Transportation Research Part C: Emerging Technologies, 2019, 98: 391-408. doi: 10.1016/j.trc.2018.09.007
|
[81] |
任新惠, 焦阳, 赵嶷飞. 考虑行李的多格子元胞自动机登机模型[J]. 交通运输工程学报, 2017, 17(4): 122-129. doi: 10.3969/j.issn.1671-1637.2017.04.013
REN Xin-hui, JIAO Yang, ZHAO Yi-fei. Multi-grid cellular automata boarding model considering carried baggages[J]. Journal of Traffic and Transportation Engineering, 2017, 17(4): 122-129. (in Chinese) doi: 10.3969/j.issn.1671-1637.2017.04.013
|
[82] |
BACHMAT E, KHACHATUROV V, KUPERMAN R. Optimal back-to-front airplane boarding[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2013, 87: 062805. doi: 10.1103/PhysRevE.87.062805
|
[83] |
BACHMAT E, BEREND D, SAPIR L, et al. Analysis of airplane boarding via space-time geometry and random matrix theory[J]. Journal of Physics A: Mathematical and General, 2005, 39(29): 1-4.
|
[84] |
ERLAND S, KAUPUŽS J, FRETTE V, et al. Lorentzian geometry based analysis of airplane boarding policies highlights "slow passengers first" as better[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2019, 100: 062313. doi: 10.1103/PhysRevE.100.062313
|
[85] |
ERLAND S, KAUPUŽS J, STEINER A, et al. Lorentzian geometry and variability reduction in airplane boarding: slow passengers first outperforms random boarding[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2021, 103: 062310. doi: 10.1103/PhysRevE.103.062310
|
[86] |
鲁建厦, 方荣, 兰秀菊. 国内仿真技术的研究热点——系统仿真学报近期论文综述[J]. 系统仿真学报, 2004, 16(9): 1910-1913. doi: 10.3969/j.issn.1004-731X.2004.09.016
LU Jian-sha, FANG Rong, LAN Xiu-ju. Hot research areas of simulation technique in the country—review of Journal of System Simulation in recent years[J]. Journal of System Simulation, 2004, 16(9): 1910-1913. (in Chinese) doi: 10.3969/j.issn.1004-731X.2004.09.016
|
[87] |
郭谨一, 刘爽, 陈绍宽, 等. 行人运动仿真研究综述[J]. 系统仿真学报, 2008, 20(9): 2237-2242. https://www.cnki.com.cn/Article/CJFDTOTAL-XTFZ200809002.htm
GUO Jin-yi, LIU Shuang, CHEN Shao-kuan, et al. Review of pedestrian movement simulation studies[J]. Journal of System Simulation, 2008, 20(9): 2237-2242. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XTFZ200809002.htm
|
[88] |
LANDEGHEM H V, BEUSELINCK A. Reducing passenger boarding time in airplanes: a simulation based approach[J]. European Journal of Operational Research, 2002, 142(2): 294-308. doi: 10.1016/S0377-2217(01)00294-6
|
[89] |
FERRARI P, KAI N. Robustness of efficient passenger boarding strategies for airplanes[J]. Transportation Research Record, 2005(1915): 44-54.
|
[90] |
MAS S, JUAN A A, ARIAS P, et al. A simulation study regarding different aircraft boarding strategies[C]//FERNANDEZIZQUIERDO M A, MUNOZTORRES M J, LEON R. International Conference on Modeling and Simulation in Engineering, Economics, and Management. Berlin: Springer, 2013: 145-152.
|
[91] |
QIANG Sheng-jie, JIA Bin, HUANG Qing-xia. Evaluation of airplane boarding/deboarding strategies: a surrogate experimental test[J]. Symmetry-Basel, 2017, 9(10): 1-15.
|
[92] |
GWYNNE S M V, SENARATH YAPA U, CODRINGTON L, et al. Small-scale trials on passenger microbehaviours during aircraft boarding and deplaning procedures[J]. Journal of Air Transport Management, 2018, 67: 115-133. doi: 10.1016/j.jairtraman.2017.11.008
|
[93] |
REN Xin-hui, XU Xiao-bing. Experimental analyses of airplane boarding based on interference classification[J]. Journal of Air Transport Management, 2018, 71: 55-63. doi: 10.1016/j.jairtraman.2018.06.007
|
[94] |
REN Xin-hui, ZHOU Xi-yu, XU Xiao-bing. A new model of luggage storage time while boarding an airplane: an experimental test[J]. Journal of Air Transport Management, 2020, 84: 101761. doi: 10.1016/j.jairtraman.2019.101761
|
[95] |
陈悦峰, 董原生, 邓立群. 基于Agent仿真平台的比较研究[J]. 系统仿真学报, 2011, 23(增1): 110-116. https://www.cnki.com.cn/Article/CJFDTOTAL-XTFZ2011S1025.htm
CHEN Yue-feng, DONG Yuan-sheng, DENG Li-qun. Comparison of agent-based simulation platforms[J]. Journal of System Simulation, 2011, 23(S1): 110-116. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XTFZ2011S1025.htm
|
[96] |
THIELE J C, KURTH W, GRIMM V R. NetLogo: an R package for running and exploring individual-based models implemented in NetLogo[J]. Methods in Ecology and Evolution, 2012, 3(3): 480-483. doi: 10.1111/j.2041-210X.2011.00180.x
|
[97] |
DELCEA C, COTFAS L, PAUN R. Agent-based evaluation of the airplane boarding strategies' efficiency and sustainability[J]. Sustainability, 2018, 10(1879): 1-26.
|
[98] |
DELCEA C, COTFAS L, CRǍCIUN L, et al. Are seat and aisle interferences affecting the overall airplane boarding time? An agent-based approach[J]. Sustainability, 2018, 10(4217): 1-23.
|
[99] |
DELCEA C, COTFAS L, SALARI M, et al. Investigating the random seat boarding method without seat assignments with common boarding practices using an agent-based modeling[J]. Sustainability, 2018, 10(4623): 1-28.
|
[100] |
CIMLER R, KAUTZKÁ E, OLŠ EVI AČ OVÁ K, et al. Agent- based model for comparison of aircraft boarding methods[C]// RAMIK J, STAVAREK D. 30th International Conference on Mathematical Methods in Economics. Karvina: Silesian University in Opava, 2012: 73-78.
|
[101] |
LUO Li-juan, HONG Shao-zhi, SHANG Shan-shan, et al. Intelligent boarding modelling and evaluation: a simulation-based approach[J]. Journal of Advanced Transportation, 2021, DOI: 10.1155/2021/9973336.
|
[102] |
NAGEL K, SCHRECKENBERG M. A cellular automaton model for freeway traffic[J]. Journal De Physique Ⅰ, 1992, 2(12): 2221-2229. doi: 10.1051/jp2:1992262
|
[103] |
JIN Cheng-jie, WANG Wei, JIANG Rui. Cellular automaton simulations of a T-shaped unsignalised intersection with refined configurations[J]. Transportmetrica A: Transport Science, 2014, 10(3): 273-283. doi: 10.1080/23249935.2013.765930
|
[104] |
KNOSPE W, SANTEN L, SCHADSCHNEIDER A, et al. Towards a realistic microscopic description of highway traffic[J]. Journal of Physics A: Mathematical and General, 2000, 33(48): 477-485. doi: 10.1088/0305-4470/33/48/103
|
[105] |
BROCKFELD E, BARLOVIC R, SCHADSCHNEIDER A, et al. Optimizing traffic lights in a cellular automaton model for city traffic[J]. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2001, 64: 056132. doi: 10.1103/PhysRevE.64.056132
|
[106] |
HOU Guang-yang, CHEN Su-ren, CHEN Feng. Framework of simulation-based vehicle safety performance assessment of highway system under hazardous driving conditions[J]. Transportation Research Part C: Emerging Technologies, 2019, 105: 23-36. doi: 10.1016/j.trc.2019.05.035
|
[107] |
尚华艳, 陆化普, 彭愚. 基于元胞自动机的乘客登机策略[J]. 清华大学学报(自然科学版), 2010, 50(9): 1330-1333. doi: 10.16511/j.cnki.qhdxxb.2010.09.037
SHANG Hua-yan, LU Hua-pu, PENG Yu. Aircraft boarding strategy based on cellular automata[J]. Journal of Tsinghua University (Science and Technology), 2010, 50(9): 1330-1333. (in Chinese) doi: 10.16511/j.cnki.qhdxxb.2010.09.037
|
[108] |
任新惠, 苏欣. 大面积延误下登机口处旅客快速登机问题研究[J]. 计算机仿真, 2015, 32(6): 425-429. doi: 10.3969/j.issn.1006-9348.2015.06.094
REN Xin-hui, SU Xin. Methods of quick boarding at departure gate in case of extensive delay[J]. Computer Simulation, 2015, 32(6): 425-429. (in Chinese) doi: 10.3969/j.issn.1006-9348.2015.06.094
|
[109] |
任新惠, 徐小冰. 基于正交试验的旅客登机关键因素仿真分析[J]. 实验技术与管理, 2018, 35(12): 122-126. https://www.cnki.com.cn/Article/CJFDTOTAL-SYJL201812032.htm
REN Xin-hui, XU Xiao-bing. Simulation analysis of passengers' boarding key factors based on orthogonal test[J]. Experimental Technology and Management, 2018, 35(12): 122-126. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-SYJL201812032.htm
|
[110] |
任新惠, 唐少勇, 赵嶷飞. 基于干扰转移的登机新策略[J]. 交通运输系统工程与信息, 2016, 16(2): 146-154. doi: 10.3969/j.issn.1009-6744.2016.02.024
REN Xin-hui, TANG Shao-yong, ZHAO Yi-fei. A new boarding strategy based on the interference transfer[J]. Journal of Transportation Systems Engineering and Information Technology, 2016, 16(2): 146-154. (in Chinese) doi: 10.3969/j.issn.1009-6744.2016.02.024
|
[111] |
任新惠, 焦阳, 徐小冰. 基于时间阈值的旅客登机模型及动态登机策略[J]. 交通运输系统工程与信息, 2020, 20(1): 206-213. doi: 10.16097/j.cnki.1009-6744.2020.01.030
REN Xin-hui, JIAO Yang, XU Xiao-bing. Passenger boarding model and dynamic boarding strategy based on time threshold[J]. Journal of Transportation Systems Engineering and Information Technology, 2020, 20(1): 206-213. (in Chinese) doi: 10.16097/j.cnki.1009-6744.2020.01.030
|
[112] |
QIANG Sheng-jie, JIA Bin, XIE Dong-fan, et al. Reducing airplane boarding time by accounting for passengers' individual properties: a simulation based on cellular automaton[J]. Journal of Air Transport Management, 2014, 40: 42-47. doi: 10.1016/j.jairtraman.2014.05.007
|
[113] |
QIANG Sheng-jie, JIA Bin, HUANG Qing-xia, et al. Simulation of free boarding process using a cellular automaton model for passenger dynamics[J]. Nonlinear Dynamics, 2018, 91(1): 257-268. doi: 10.1007/s11071-017-3867-5
|
[114] |
强生杰, 贾斌, 黄青霞. 基于模拟退火算法的快速登机序列特性研究[J]. 交通运输系统工程与信息, 2018, 18(2): 216-223. https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT201802032.htm
QIANG Sheng-jie, JIA Bin, HUANG Qing-xia. The study of fast boarding sequence characteristics based on simulated annealing algorithm[J]. Journal of Transportation Systems Engineering and Information Technology, 2018, 18(2): 216-223. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-YSXT201802032.htm
|
[115] |
QIANG Sheng-jie, HUANG Qing-xia. The impact of aircraft cabin environment on passenger boarding efficiency and robustness[J]. KSCE Journal of Civil Engineering, 2021, 25(3): 1019-1030. doi: 10.1007/s12205-021-0119-5
|
[116] |
GⅡTSIDIS T, SIRAKOULIS G C. Modeling passengers boarding in aircraft using cellular automata[J]. IEEE/CAA Journal of Automatica Sinica, 2016, 3(4): 365-384. doi: 10.1109/JAS.2016.7510076
|
[117] |
潘明阳, 严飞, 谢海燕. 基于智能体与元胞自动机的智能交通仿真[J]. 交通运输工程学报, 2006, 6(2): 70-74. doi: 10.3321/j.issn:1671-1637.2006.02.016
PAN Ming-yang, YAN Fei, XIE Hai-yan. Intelligent traffic simulation based on agent and cellular automata[J]. Journal of Traffic and Transportation Engineering, 2006, 6(2): 70-74. (in Chinese) doi: 10.3321/j.issn:1671-1637.2006.02.016
|
[118] |
LU Jing, LIN An-rong, JIANG Chang-min, et al. Influence of transportation network on transmission heterogeneity of COVID-19 in China[J]. Transportation Research Part C: Emerging Technologies, 2021, 129: 1-22.
|
[119] |
中国民用航空局. 2020年民航行业发展统计公报[R]. 北京: 中国民用航空局, 2021.
Civil Aviation Administration of China. Statistical bulletin on the development of civil aviation industry in 2020[R]. Beijing: Civil Aviation Administration of China, 2021. (in Chinese)
|
[120] |
DABACHINE Y, TAHERI H, BINIZ M, et al. Strategic design of precautionary measures for airport passengers in times of global health crisis COVID-19: parametric modelling and processing algorithms[J]. Journal of Air Transport Management, 2020, 89: 101917. doi: 10.1016/j.jairtraman.2020.101917
|
[121] |
ENGELMANN M, KLEINHEINZ T, HORNUNG M. Advanced passenger movement model depending on the aircraft cabin geometry[J]. Aerospace, 2020, 7(182): 1-22.
|
[122] |
ZHANG Lin-feng, YANG Hang-jun, WANG Kun, et al. The impact of COVID-19 on airline passenger travel behavior: an exploratory analysis on the Chinese aviation market[J]. Journal of Air Transport Management, 2021, 95: 102084. doi: 10.1016/j.jairtraman.2021.102084
|
[123] |
SUN Xiao-qian, WANDELT S, ZHANG An-min. How did COVID-19 impact air transportation? A first peek through the lens of complex networks[J]. Journal of Air Transport Management, 2020, 89: 101928. doi: 10.1016/j.jairtraman.2020.101928
|
[124] |
XIE Chuan-zhi, TANG Tie-qiao, HU Peng-cheng, et al. A civil aircraft passenger deplaning model considering patients with severe acute airborne disease[J]. Journal of Transportation Safety and Security, 2021, 14(6): 1063-1084.
|
[125] |
AMANKWAH-AMOAH J. COVID-19 pandemic and innovation activities in the global airline industry: a review[J]. Environment International, 2021, 156: 1-7.
|
[126] |
COTFAS L A, DELCEA C, MILNE R J, et al. Evaluating classical airplane boarding methods considering COVID-19 flying restrictions[J]. Symmetry-Basel, 2020, 12(1087): 1-26.
|
[127] |
SALARI M, MILNE R J, DELCEA C, et al. Social distancing in airplane seat assignments[J]. Journal of Air Transport Management, 2020, 89: 101915. doi: 10.1016/j.jairtraman.2020.101915
|
[128] |
DELCEA C, MILNE R J, COTFAS L. Determining the number of passengers for each of three reverse pyramid boarding groups with COVID-19 flying restrictions[J]. Symmetry-Basel, 2020, 12(2038): 1-23.
|
[129] |
DELCEA C, COTFAS L A, MILNE R J, et al. Grey clustering of the variations in the back-to-front airplane boarding method considering COVID-19 flying restrictions[J]. Grey Systems Theory and Application, 2022, 12(1): 25-59. doi: 10.1108/GS-11-2020-0142
|
[130] |
MILNE R J, COTFAS L A, DELCEA C, et al. Adapting the reverse pyramid airplane boarding method for social distancing in times of COVID-19[J]. Plos One, 2020, 15(11): 1-26.
|
[131] |
MILNE R J, DELCEA C, COTFAS L A. Airplane boarding methods that reduce risk from COVID-19[J]. Safety Science, 2021, 134: 1-13. doi: 10.3969/j.issn.1004-5309.2021.01.01
|
[132] |
MILNE R J, DELCEA C, COTFAS L A, et al. Evaluation of boarding methods adapted for social distancing when using apron buses[J]. IEEE Access, 2020, 8: 151650-151667. doi: 10.1109/ACCESS.2020.3015736
|
[133] |
MILNE R J, COTFAS L A, DELCEA C. Minimizing health risks as a function of the number of airplane boarding groups[J]. Transportmetrica B: Transport Dynamics, 2022, 10(1): 901-922. doi: 10.1080/21680566.2021.1968322
|
[134] |
SCHULTZ M, FUCHTE J. Evaluation of aircraft boarding scenarios considering reduced transmissions risks[J]. Sustainability, 2020, 12(13): 1-20.
|
[135] |
SCHULTZ M. A metric for the real-time evaluation of the aircraft boarding progress[J]. Transportation Research Part C: Emerging Technologies, 2018, 86: 467-487. doi: 10.1016/j.trc.2017.11.002
|
[136] |
马永杰, 云文霞. 遗传算法研究进展[J]. 计算机应用研究, 2012, 29(4): 1201-1206, 1210. doi: 10.3969/j.issn.1001-3695.2012.04.001
MA Yong-jie, YUN Wen-xia. Research progress of genetic algorithm[J]. Application Research of Computers, 2012, 29(4): 1201-1206, 1210. (in Chinese) doi: 10.3969/j.issn.1001-3695.2012.04.001
|
[137] |
谢云. 模拟退火算法综述[J]. 微计算机信息, 1998, 14(5): 63-65. https://www.cnki.com.cn/Article/CJFDTOTAL-WJSJ805.020.htm
XIE Yun. A summary on the simulated annealing algorithm[J]. Microcomputer Information, 1998, 14(5): 63-65. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-WJSJ805.020.htm
|
[138] |
王文义, 任刚. 多种群退火贪婪混合遗传算法[J]. 计算机工程与应用, 2005, 41(23): 60-62. doi: 10.3321/j.issn:1002-8331.2005.23.018
WANG Wen-yi, REN Gang. Multigroup annealing greedy hybrid genetic algorithm[J]. Computer Engineering and Applications, 2005, 41(23): 60-62. (in Chinese) doi: 10.3321/j.issn:1002-8331.2005.23.018
|
[139] |
ZHAO Z, ZHANG F, XU M, et al. Description and clinical treatment of an early outbreak of severe acute respiratory syndrome (SARS) in Guangzhou, PR China[J]. Journal of Medical Microbiology, 2003, 52(8): 715-720. doi: 10.1099/jmm.0.05320-0
|
[140] |
JAIN S. Outbreak of swine-origin influenza A (H1N1) virus infection—Mexico, March-April 2009. [J]. MMWR Morbidity and Mortality Weekly Report, 2009, 58(17): 467-470.
|
[141] |
FERGUSON N M, CUMMINGS D, FRASER C, et al. Strategies for mitigating an influenza pandemic[J]. Nature, 2006(442): 448-452.
|
[142] |
CHOI J H. Changes in airport operating procedures and implications for airport strategies post-COVID-19[J]. Journal of Air Transport Management, 2021, 94: 1-13.
|