Towards balancing efficiency and customer satisfaction in airplane boarding: An agent-based approach

IF 3.7 4区 管理学 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Operations Research Perspectives Pub Date : 2024-04-12 DOI:10.1016/j.orp.2024.100301
Bruna H.P. Fabrin , Denise B. Ferrari , Eduardo M. Arraut , Simone Neumann
{"title":"Towards balancing efficiency and customer satisfaction in airplane boarding: An agent-based approach","authors":"Bruna H.P. Fabrin ,&nbsp;Denise B. Ferrari ,&nbsp;Eduardo M. Arraut ,&nbsp;Simone Neumann","doi":"10.1016/j.orp.2024.100301","DOIUrl":null,"url":null,"abstract":"<div><p>The airplane boarding process, which can have a significant impact on a flight’s turnaround time, is often viewed by researchers and airlines primarily in terms of minimizing total boarding time (TBT). Airplane capacity, number of passengers on board, amount of luggage, and boarding strategy are common factors that affect TBT. However, besides operational efficiency, airlines are also concerned with customer satisfaction, which affects customer loyalty and financial return. One factor that influences passenger experience is the individual boarding time (IBT), here defined by the time passengers stand inside the cabin. Considering these two aspects, an agent-based model is presented that compares the performance of three alternative mainstream boarding strategies in a 132-seat and a 160-seat single-aisle commercial airplane. An important characteristic of the model that differentiates it from previous work is that overhead bins have a physical limitation, which could lead to an increase in aisle interferences on full flights as passengers take longer to find a place for their carry-on luggage. Another important contribution is the analysis of how passenger seat location affects IBT. Our results show that outside-in (OI) produces shorter TBT than random and back-to-front boarding, and also shorter IBT and much shorter maximum IBT than BTF, particularly for passengers seated in the middle of the airplane. This suggests that among the three most popular boarding strategies used by airlines across the world, OI is the best when it comes to balancing airplane boarding efficiency with individual customer satisfaction.</p></div>","PeriodicalId":38055,"journal":{"name":"Operations Research Perspectives","volume":"12 ","pages":"Article 100301"},"PeriodicalIF":3.7000,"publicationDate":"2024-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2214716024000058/pdfft?md5=ce629ea7008970f0da48b9d6d3c7291e&pid=1-s2.0-S2214716024000058-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Operations Research Perspectives","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214716024000058","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

The airplane boarding process, which can have a significant impact on a flight’s turnaround time, is often viewed by researchers and airlines primarily in terms of minimizing total boarding time (TBT). Airplane capacity, number of passengers on board, amount of luggage, and boarding strategy are common factors that affect TBT. However, besides operational efficiency, airlines are also concerned with customer satisfaction, which affects customer loyalty and financial return. One factor that influences passenger experience is the individual boarding time (IBT), here defined by the time passengers stand inside the cabin. Considering these two aspects, an agent-based model is presented that compares the performance of three alternative mainstream boarding strategies in a 132-seat and a 160-seat single-aisle commercial airplane. An important characteristic of the model that differentiates it from previous work is that overhead bins have a physical limitation, which could lead to an increase in aisle interferences on full flights as passengers take longer to find a place for their carry-on luggage. Another important contribution is the analysis of how passenger seat location affects IBT. Our results show that outside-in (OI) produces shorter TBT than random and back-to-front boarding, and also shorter IBT and much shorter maximum IBT than BTF, particularly for passengers seated in the middle of the airplane. This suggests that among the three most popular boarding strategies used by airlines across the world, OI is the best when it comes to balancing airplane boarding efficiency with individual customer satisfaction.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
在飞机登机过程中平衡效率与客户满意度:基于代理的方法
登机流程对航班周转时间有重大影响,研究人员和航空公司通常主要从最大限度缩短总登机时间(TBT)的角度来看待登机流程。飞机容量、机上乘客数量、行李数量和登机策略是影响总登机时间的常见因素。然而,除了运营效率,航空公司还关注客户满意度,因为客户满意度会影响客户忠诚度和财务回报。影响乘客体验的一个因素是个人登机时间(IBT),这里指乘客在机舱内停留的时间。考虑到这两个方面,本文提出了一个基于代理的模型,该模型比较了 132 座和 160 座单通道商用飞机中三种可供选择的主流登机策略的性能。该模型有别于以往研究的一个重要特点是,头顶行李箱有物理限制,这可能会导致在满员航班上,由于乘客需要更长时间才能找到放置随身行李的地方,从而增加过道干扰。另一个重要贡献是分析了乘客座位位置对 IBT 的影响。我们的研究结果表明,与随机登机和背对背登机相比,从外向内登机(OI)产生的 TBT 更短,与 BTF 相比,IBT 也更短,最大 IBT 更短,尤其是对于坐在飞机中间的乘客。这表明,在全球航空公司最常用的三种登机策略中,OI 是兼顾登机效率和乘客满意度的最佳策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Operations Research Perspectives
Operations Research Perspectives Mathematics-Statistics and Probability
CiteScore
6.40
自引率
0.00%
发文量
36
审稿时长
27 days
期刊最新文献
Integrated order acceptance and inventory policy optimization in a multi-period, multi-product hybrid production system Distributional robustness based on Wasserstein-metric approach for humanitarian logistics problem under road disruptions A generalized behavioral-based goal programming approach for decision-making under imprecision δ-perturbation of bilevel optimization problems: An error bound analysis Competitive pricing and seed node selection in a two-echelon supply chain
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1