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Rethinking Machine Performance
技术
- 分析与建模 - 机器学习
- 分析与建模 - 预测分析
- 功能应用 - 企业资产管理系统 (EAM)
适用行业
- 设备与机械
适用功能
- 维护
用例
- 预测性维护
挑战
机器正常运行时间是旋转电机最重要的性能因素之一。在一个小时的停机时间可能相当于数千美元的损失的时候，确保可预测性成为所有工业企业的重中之重。制造商在极其不稳定的环境中运营，因此避免计划外停机对于实现预期的业务成果至关重要。预测性维护不再是一件好事，而是在不利条件下生存和发展的必要条件。从基础开始。让机器性能更好首先意味着了解机器的工作原理，提取相关数据，并获得对正在进行的流程的有意义的洞察。机器的力量在于充分发挥其潜力。
客户
法兰德斯
关于客户
FLANDERS 成立于 1940 年代后期，最初是位于印第安纳州埃文斯维尔的一家维修店 Flanders Electric，在接下来的几十年里成长为工业控制和电力系统技术的全球领导者。私人拥有的家族企业
解决方案
Relayr 的工业物联网产品可帮助公司克服这些挑战，并在竞争激烈的环境中保持相关性。主动方法可确保可靠性、可预测性和更高的性能。利用 relayr 基于人工智能的物联网技术，法兰德斯可以为其客户提供新的数字服务，从而进一步减少意外停机时间并提高资产性能。
此外，操作员可以持续了解关键故障和效率水平，从而提高机器的可预测性和性能。通过合作伙伴关系，现在可以减少资本支出并确保最大程度地生产关键资产。 FLANDERS 是第一家为采矿和重工业市场客户提供创新、有保证的正常运行时间和按使用付费模式的公司。
运营影响
相关案例.
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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.
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Case Study
Integration of PLC with IoT for Bosch Rexroth
The application arises from the need to monitor and anticipate the problems of one or more machines managed by a PLC. These problems, often resulting from the accumulation over time of small discrepancies, require, when they occur, ex post technical operations maintenance.
Case Study
Robot Saves Money and Time for US Custom Molding Company
Injection Technology (Itech) is a custom molder for a variety of clients that require precision plastic parts for such products as electric meter covers, dental appliance cases and spools. With 95 employees operating 23 molding machines in a 30,000 square foot plant, Itech wanted to reduce man hours and increase efficiency.
