技术
- 功能应用 - 计算机化维护管理系统 (CMMS)
- 功能应用 - 企业资产管理系统 (EAM)
适用行业
- 铁路与地铁
- 运输
适用功能
- 维护
用例
- 资产健康管理 (AHM)
- 资产生命周期管理
服务
- 系统集成
- 培训
关于客户
SMRT 列车有限公司是新加坡第一家铁路运营商,自 1987 年以来运营和维护超过 282 公里的铁路轨道。他们致力于为通勤者提供安全、便捷的交通服务。 2020 年,SMRT 的日均乘客量将超过 200 万人次,因此确保其铁路网络的可靠性和安全性负有重大责任。他们使用平均故障间隔公里数 (MKBF) 来衡量系统的可靠性,其中故障定义为服务延迟超过五分钟。为了提高可靠性,SMRT 为其所有线路设定了 100 万 MKBF 的目标。
挑战
SMRT Trains 是新加坡第一家铁路运营商,运营和维护超过 282 公里的铁路轨道。 2020 年,SMRT 的日均乘客量将超过 200 万人次,因此需要一种方法来保持轨道良好状态,以避免延误并确保可靠性。他们使用平均故障间隔公里数 (MKBF) 来衡量系统的可靠性,其中故障定义为服务延迟超过五分钟。为了提高可靠性,SMRT 为其所有线路设定了 100 万 MKBF 的目标。然而,他们依赖于每年使用跨不同数据孤岛的数千万个数据点进行密集、耗时的手动维护规划。他们需要升级遗留流程并改进维护策略。
解决方案
SMRT 使用 Bentley 的 AssetWise Linear Analytics 作为其预测决策支持系统 (PDSS) 的基础。 PDSS旨在创建一个完整、准确地集中所有数据的数据存储库,以及一个可以分析数据以推荐维护策略、优化资源并提高维护效率的数据分析引擎。 PDSS 每天自动运行以处理数据并创建优先级表。基于 AssetWise 的平台自动从资产配置信息、检查记录和运营数据中提取 SMRT 四年的数据。所有这些信息都通过 Microsoft Azure 存储在云中,新信息会自动导入到系统中。这种自动化可确保定期更新旧数据,从而创建执行维护的基线。然后,用户可以在信息被用来提醒工程师相关工作活动之前验证该信息。
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.”