技术
- 分析与建模 - 大数据分析
- 功能应用 - 运输管理系统 (TMS)
适用行业
- 电子商务
- 运输
适用功能
- 物流运输
- 产品研发
用例
- 自主运输系统
- 交通模拟
服务
- 数据科学服务
关于客户
SEUR 是一家开创性的包裹递送公司,拥有超过 75 年的历史。他们是西班牙的市场领导者,拥有三大业务领域:国际、电子商务和 B2B。 SEUR 拥有超过 120 万客户,每天通过 4,700 辆车辆运送超过 300,000 个包裹。该公司需要一种解决方案来优化其冷运输网络、评估其网络的当前状态、量化变化的影响并为其供应链网络设计构建优化模型。
挑战
SEUR 是西班牙领先的包裹递送公司,在优化其冷运输网络方面面临着挑战。该公司正在寻找一种解决方案,使他们能够评估网络的当前状态,识别高需求区域,并确定其配送中心 (DC) 的位置是否具有战略意义。他们还希望量化当前网络变化的影响,例如配送中心的开设或关闭以及配送区域的变化。此外,SEUR 正在寻求建立一个优化模型,以确定配送中心应位于何处并设计其运输网络(供应链网络设计)。
解决方案
SEUR 与 CARTO 合作,利用其高技能空间数据科学团队的专业知识。通过以迭代方式应用不同的空间数据科学技术并随着时间的推移增加复杂性,他们能够在每一步中提供有意义的见解和结果。优化结果给出的平均距离为 18.23 公里/订单,而原始的平均距离为 18.99 公里/订单。考虑到 SEUR 每年在冷运输中交付的数十万份订单,这一改进可以转化为在燃料和车队规模方面的巨大节省,以及更好的客户服务。
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Airport SCADA Systems Improve Service Levels
Modern airports are one of the busiest environments on Earth and rely on process automation equipment to ensure service operators achieve their KPIs. Increasingly airport SCADA systems are being used to control all aspects of the operation and associated facilities. This is because unplanned system downtime can cost dearly, both in terms of reduced revenues and the associated loss of customer satisfaction due to inevitable travel inconvenience and disruption.
Case Study
IoT-based Fleet Intelligence Innovation
Speed to market is precious for DRVR, a rapidly growing start-up company. With a business model dependent on reliable mobile data, managers were spending their lives trying to negotiate data roaming deals with mobile network operators in different countries. And, even then, service quality was a constant concern.
Case Study
Digitize Railway with Deutsche Bahn
To reduce maintenance costs and delay-causing failures for Deutsche Bahn. They need manual measurements by a position measurement system based on custom-made MEMS sensor clusters, which allow autonomous and continuous monitoring with wireless data transmission and long battery. They were looking for data pre-processing solution in the sensor and machine learning algorithms in the cloud so as to detect critical wear.
Case Study
Cold Chain Transportation and Refrigerated Fleet Management System
1) Create a digital connected transportation solution to retrofit cold chain trailers with real-time tracking and controls. 2) Prevent multi-million dollar losses due to theft or spoilage. 3) Deliver a digital chain-of-custody solution for door to door load monitoring and security. 4) Provide a trusted multi-fleet solution in a single application with granular data and access controls.
Case Study
Vehicle Fleet Analytics
Organizations frequently implement a maintenance strategy for their fleets of vehicles using a combination of time and usage based maintenance schedules. While effective as a whole, time and usage based schedules do not take into account driving patterns, environmental factors, and sensors currently deployed within the vehicle measuring crank voltage, ignition voltage, and acceleration, all of which have a significant influence on the overall health of the vehicle.In a typical fleet, a large percentage of road calls are related to electrical failure, with battery failure being a common cause. Battery failures result in unmet service agreement levels and costly re-adjustment of scheduled to provide replacement vehicles. To reduce the impact of unplanned maintenance, the transportation logistics company was interested in a trial of C3 Vehicle Fleet Analytics.
Case Study
3M Gains Real-Time Insight with Cloud Solution
The company has a long track record of innovative technology solutions. For example, 3M helps its customers optimize parking operations by automating fee collection and other processes. To improve support for this rapidly expanding segment, 3M needed to automate its own data collection and reporting. The company had recently purchased the assets of parking, tolling, and automatic license plate reader businesses, and required better insight into these acquisitions. Chad Reed, Global Business Manager for 3M Parking Systems, says, “With thousands of installations across the world, we couldn’t keep track of our software and hardware deployments, which made it difficult to understand our market penetration.” 3M wanted a tracking application that sales staff could use to get real-time information about the type and location of 3M products in parking lots and garages. So that it could be used on-site with potential customers, the solution would have to provide access to data anytime, anywhere, and from an array of mobile devices. Jason Fox, Mobile Application Architect at 3M, upped the ante by volunteering to deliver the new app in one weekend. For Fox and his team, these requirements meant turning to the cloud instead of an on-premises datacenter. “My first thought was to go directly to the cloud because we needed to provide access not only to our salespeople, but to resellers who didn’t have access to our internal network,” says Fox. “The cloud just seemed like a logical choice.”