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Big Data and Predictive Maintenance
技术
- 分析与建模 - 大数据分析
- 自动化与控制 - 可编程逻辑控制器 (PLC)
- 网络安全和隐私 - 端点安全
- 网络安全和隐私 - 身份认证管理
- 网络安全和隐私 - 入侵检测
- 网络安全和隐私 - 网络安全
- 基础设施即服务 (IaaS) - 云计算
- 基础设施即服务 (IaaS) - 云存储服务
- 网络与连接 - 网关
适用功能
- 维护
用例
- 预测性维护
挑战
预测性维护是指帮助确定在役设备状况以预测和/或优化何时应该执行维护的技术。预测性维护是工业 4.0 革命最重要的优势之一。
客户
罗斯集团
关于客户
Roth Group 成立于 1984 年，为各行各业的客户开发个性化的自动化解决方案。该集团旗下的 Roth Steuerungstechnik GmbH、Roth & Schoder GmbH 和 Roth Sondermaschinen GmbH 公司涵盖整个汽车行业
解决方案
通过将来自多个不同位置的机器数据整合到一个中心位置，可以优化机器和生产流程。得益于 Roth Group 的远程维护解决方案，包括 Endian 的组件和 Amazon Web Services 的云解决方案，任何行业的客户今天都可以从数字化的优势中受益。
相关案例.
Case Study
Remote Monitoring & Predictive Maintenance App for a Solar Energy System
The maintenance & tracking of various modules was an overhead for the customer due to the huge labor costs involved. Being an advanced solar solutions provider, they wanted to ensure early detection of issues and provide the best-in-class customer experience. Hence they wanted to automate the whole process.
Case Study
Predictive Maintenance for Industrial Chillers
For global leaders in the industrial chiller manufacturing, reliability of the entire production process is of the utmost importance. Chillers are refrigeration systems that produce ice water to provide cooling for a process or industrial application. One of those leaders sought a way to respond to asset performance issues, even before they occur. The intelligence to guarantee maximum reliability of cooling devices is embedded (pre-alarming). A pre-alarming phase means that the cooling device still works, but symptoms may appear, telling manufacturers that a failure is likely to occur in the near future. Chillers who are not internet connected at that moment, provide little insight in this pre-alarming phase.
Case Study
Aircraft Predictive Maintenance and Workflow Optimization
First, aircraft manufacturer have trouble monitoring the health of aircraft systems with health prognostics and deliver predictive maintenance insights. Second, aircraft manufacturer wants a solution that can provide an in-context advisory and align job assignments to match technician experience and expertise.
Case Study
Integral Plant Maintenance
Mercedes-Benz and his partner GAZ chose Siemens to be its maintenance partner at a new engine plant in Yaroslavl, Russia. The new plant offers a capacity to manufacture diesel engines for the Russian market, for locally produced Sprinter Classic. In addition to engines for the local market, the Yaroslavl plant will also produce spare parts. Mercedes-Benz Russia and his partner needed a service partner in order to ensure the operation of these lines in a maintenance partnership arrangement. The challenges included coordinating the entire maintenance management operation, in particular inspections, corrective and predictive maintenance activities, and the optimizing spare parts management. Siemens developed a customized maintenance solution that includes all electronic and mechanical maintenance activities (Integral Plant Maintenance).
Case Study
Asset Management and Predictive Maintenance
The customer prides itself on excellent engineering and customer centric philosophy, allowing its customer’s minds to be at ease and not worry about machine failure. They can easily deliver the excellent maintenance services to their customers, but there are some processes that can be automated to deliver less downtime for the customer and more efficient maintenance schedules.
