The impact of optimal parcel locker locations on costs and the environment

多项式logistic回归 大都市区 环境经济学 过程(计算) 业务 服务(商务) 独创性 离散选择 整数规划 距离衰减 计算机科学 运筹学 环境资源管理 计量经济学 环境科学 经济 营销 地理 数学 创造力 法学 考古 算法 政治学 机器学习 经济地理学 操作系统
作者
Marcel Peppel,Stefan Spinler
出处
期刊:International Journal of Physical Distribution & Logistics Management [Emerald (MCB UP)]
卷期号:52 (4): 324-350 被引量:49
标识
DOI:10.1108/ijpdlm-07-2021-0287
摘要

Purpose Last-mile delivery is associated with a negative environmental impact and high costs. The purpose of this paper is to develop an approach to designing stationary parcel locker (SPL) networks while minimizing both CO 2 equivalent (CO 2 e) emissions and costs during delivery and pick-up. Design/methodology/approach This study uses a multinomial logit model to evaluate recipients' willingness to use SPLs based on their availability at home and travel distance. To determine optimal SPL locations, this study formulates a mixed-integer linear programming model. Findings The empirical study of different regional clusters reveals that optimal SPL locations can generate cost savings of up to 11.0%. SPLs have a positive impact on total CO 2 e emission savings in urban areas (i.e. up to 2.5%), but give rise to additional emissions (i.e. 4.6%) in less populated areas due to longer travel distances during the pick-up process. Originality/value This paper optimizes SPL locations and the ecological effect of SPLs by minimizing emissions and costs simultaneously. Furthermore, it extends existing discrete choice models by also including recipients' availability at home, increasing the accuracy of recipients' preferences. So far, the effect of SPLs has been studied for metropolitan areas only. A global logistics service provider shared a real dataset which allows us to study seven different regional clusters ranging from rural areas to large cities. Thus, this study contributes to the field of sustainable urban logistics.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
李健应助hubery采纳,获得10
刚刚
handsome发布了新的文献求助10
刚刚
爱意发布了新的文献求助10
1秒前
1秒前
威武白桃完成签到,获得积分10
2秒前
充电宝应助超超采纳,获得10
2秒前
3秒前
小明应助彩色的若南采纳,获得10
4秒前
李健的小迷弟应助岳元满采纳,获得10
5秒前
5秒前
lifang发布了新的文献求助10
6秒前
6秒前
浮游应助xhz采纳,获得10
6秒前
111发布了新的文献求助10
7秒前
xc完成签到,获得积分20
7秒前
8秒前
cheng完成签到,获得积分10
9秒前
9秒前
10秒前
一投就中发布了新的文献求助10
11秒前
刘柳发布了新的文献求助10
11秒前
顺利的蛋挞关注了科研通微信公众号
12秒前
Juvianne发布了新的文献求助10
13秒前
13秒前
13秒前
无辜的丹雪应助惠1采纳,获得30
14秒前
14秒前
CipherSage应助111采纳,获得10
15秒前
Owen应助111采纳,获得10
15秒前
甜蜜寄文发布了新的文献求助10
15秒前
15秒前
guangshuang发布了新的文献求助10
16秒前
慕青应助xc采纳,获得30
16秒前
韩修杰发布了新的文献求助10
17秒前
17秒前
lyl发布了新的文献求助10
18秒前
18秒前
coin完成签到,获得积分10
18秒前
呆一起完成签到,获得积分10
19秒前
19秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Encyclopedia of Reproduction Third Edition 3000
Comprehensive Methanol Science Production, Applications, and Emerging Technologies 2000
化妆品原料学 1000
Psychology of Self-Regulation 800
1st Edition Sports Rehabilitation and Training Multidisciplinary Perspectives By Richard Moss, Adam Gledhill 600
Red Book: 2024–2027 Report of the Committee on Infectious Diseases 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5642103
求助须知:如何正确求助?哪些是违规求助? 4758150
关于积分的说明 15016411
捐赠科研通 4800600
什么是DOI,文献DOI怎么找? 2566140
邀请新用户注册赠送积分活动 1524244
关于科研通互助平台的介绍 1483901