已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

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 考古 算法 机器学习 操作系统 经济地理学 创造力 政治学 法学
作者
Marcel Peppel,Stefan Spinler
出处
期刊:International Journal of Physical Distribution & Logistics Management [Emerald Publishing Limited]
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
夏侯万声应助paper发发发采纳,获得10
1秒前
在水一方应助唠叨的轩轩采纳,获得10
2秒前
酷波er应助超级小鸭子采纳,获得30
2秒前
2秒前
wangxiaobin完成签到 ,获得积分0
3秒前
英姑应助李滋滋采纳,获得10
4秒前
4秒前
顺风呼呼完成签到 ,获得积分10
4秒前
失眠的夏柳完成签到 ,获得积分10
5秒前
6秒前
科研通AI6.1应助寒冷高山采纳,获得10
7秒前
9秒前
顺风呼呼关注了科研通微信公众号
9秒前
爆米花应助Cici采纳,获得10
9秒前
汉堡包应助任浩采纳,获得10
10秒前
Akim应助zz采纳,获得10
10秒前
10秒前
10秒前
奋斗的猪完成签到 ,获得积分10
11秒前
温暖静竹发布了新的文献求助10
11秒前
lalala完成签到,获得积分10
12秒前
13秒前
徐徐发布了新的文献求助10
14秒前
Rainyin应助YOLO采纳,获得50
14秒前
迷人世开完成签到,获得积分10
16秒前
Nene发布了新的文献求助10
17秒前
18秒前
18秒前
李健应助科研通管家采纳,获得10
19秒前
我是老大应助科研通管家采纳,获得10
19秒前
汉堡包应助科研通管家采纳,获得10
19秒前
打打应助科研通管家采纳,获得10
19秒前
20秒前
科研通AI6.1应助852采纳,获得20
20秒前
醉熏的月亮完成签到,获得积分10
20秒前
21秒前
23秒前
24秒前
25秒前
天天快乐应助小白采纳,获得10
25秒前
高分求助中
Adhesion Science: Principles & Practice 1234
Signals, Systems, and Signal Processing 610
The Resilient Mindset 400
Impact of Storage Orientation and Duration on Prefilled Syringe Performance: Break-Loose and Glide Forces, and Injection Time Across Multiple Time Points 360
Programming for Chemical Engineers Using C, C++, and MATLAB 300
Upland Kenya wild flowers and ferns: a flora of the flowers, ferns, grasses, and sedges of highland Kenya 300
Disturbing the Quiet Life? Competition and CEO Incentives 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6655726
求助须知:如何正确求助?哪些是违规求助? 8408437
关于积分的说明 17978567
捐赠科研通 5853368
什么是DOI,文献DOI怎么找? 2972758
邀请新用户注册赠送积分活动 1948599
关于科研通互助平台的介绍 1870168