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!

Smart Charging of Electric Vehicles: An Innovative Business Model for Utility Firms

采购 计算机科学 地铁列车时刻表 充电站 电动汽车 调度(生产过程) 运筹学 电力市场 环境经济学 业务 经济 运营管理 电气工程 营销 工程类 功率(物理) 物理 操作系统 量子力学
作者
Owen Q. Wu,Şafak Yücel,Yangfang Zhou
出处
期刊:Manufacturing & Service Operations Management [Institute for Operations Research and the Management Sciences]
卷期号:24 (5): 2481-2499 被引量:64
标识
DOI:10.1287/msom.2021.1019
摘要

Problem definition: By providing an environmentally friendly alternative to traditional vehicles, electric vehicles will transform urban mobility, particularly in smart cities. In practice, after an electric vehicle is plugged in, the charging station completes charging as soon as possible. Given that the procurement cost of electricity and associated emissions vary significantly during a day, substantial savings can be achieved by smart charging—delaying charging until the cost is lower. In this paper, we study smart charging as an innovative business model for utility firms. Academic/practical relevance: Utility firms are already investing in charging stations, and they can achieve significant cost savings through smart charging. Methodology: We consider a mechanism design problem in which a utility firm first announces pairs of charging price and completion time. Then, each customer selects the pair that maximizes their utility. Given the selected completion times, the utility firm solves the optimal control problem of determining the charging schedule that minimizes the cost of charging under endogenous, time-varying electricity procurement cost. We assume that there are ample parking spots with chargers at the charging station. Results: We devise an intuitive and practically implementable policy for scheduling charging of electric vehicles under given completion times. We prove that this policy is optimal if all customers arrive at the station simultaneously. We also characterize the optimal pairs of charging price and completion time. By using real electricity demand and generation data from the largest electricity market in the United States, we find that cost and emissions savings from smart charging are approximately 20% and 15%, respectively, during a typical summer month. Managerial implications: In contrast to the current practice of charging vehicles without delay, we show that it is economically and environmentally beneficial to delay charging some vehicles and to set charging prices based on customers’ inconvenience cost of delays. We also find that most of the savings from implementing smart charging can be achieved during peak-demand days, highlighting the effectiveness of smart charging.
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
有点鸭梨呀完成签到 ,获得积分10
1秒前
2秒前
Ferdinand_Foch完成签到,获得积分10
3秒前
3秒前
123应助Dlan采纳,获得10
6秒前
雪白的凡灵完成签到,获得积分10
7秒前
Renee完成签到,获得积分10
7秒前
张家璐发布了新的文献求助10
7秒前
9秒前
9秒前
呆毛完成签到,获得积分10
12秒前
z610938841发布了新的文献求助10
14秒前
努力TOP完成签到 ,获得积分10
14秒前
14秒前
cy0824完成签到 ,获得积分10
14秒前
14秒前
丘比特应助科研通管家采纳,获得10
15秒前
JamesPei应助科研通管家采纳,获得10
15秒前
15秒前
赘婿应助科研通管家采纳,获得10
15秒前
小二郎应助科研通管家采纳,获得10
15秒前
ATP发布了新的文献求助10
15秒前
张家璐完成签到,获得积分10
15秒前
shime发布了新的文献求助30
16秒前
风中的香寒完成签到 ,获得积分10
17秒前
17秒前
科研通AI6.2应助crystal采纳,获得10
17秒前
在水一方应助难过的肘击采纳,获得10
20秒前
英俊的铭应助abcd采纳,获得10
20秒前
试试应助张家璐采纳,获得10
22秒前
周而复始@发布了新的文献求助10
22秒前
lucky完成签到 ,获得积分10
23秒前
泡泡完成签到 ,获得积分10
24秒前
科研通AI6.3应助一个西藏采纳,获得10
26秒前
xinghe123完成签到,获得积分10
27秒前
难过的肘击完成签到,获得积分20
29秒前
32秒前
33秒前
flymi1991完成签到,获得积分10
33秒前
35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
Les Mantodea de Guyane: Insecta, Polyneoptera [The Mantids of French Guiana] 2500
Atlas of Aligner Treatment and Planning A Case-Based Approach 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 700
Soil mites of the family Rhagidiidae (Actinedida: Eupodoidea). Morphology, Systematics, Ecology 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
丝光沸石活性位点定向调控及其二甲醚羰基化性能研究 500
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 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7431218
求助须知:如何正确求助?哪些是违规求助? 9033108
关于积分的说明 19244113
捐赠科研通 7058394
什么是DOI,文献DOI怎么找? 3236435
关于科研通互助平台的介绍 2400018
邀请新用户注册赠送积分活动 2219624