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Predictive Analytics Generates Greater ROI for Customers
技术
- 分析与建模 - 预测分析
- 基础设施即服务 (IaaS) - 云存储服务
适用行业
- 设备与机械
适用功能
- 维护
用例
- 预测性维护
挑战
制造工厂的产能利用率比以往任何时候都要高得多。通常，它每周 7 天，每天 24 小时运行。由于停机造成的工厂每分钟损失高达 20,000 美元，他们无法承受流程中断。事实上，一次事故可能使工厂损失超过 200 万美元。
FANUC 因无法了解客户如何在工厂车间使用 FANUC 设备而苦苦挣扎。唯一的洞察力是在问题已经发生后获得的，导致客户停机时间成本高昂。
客户
发那科
关于客户
FANUC 成立于 50 多年前，为汽车零部件和一般工业市场提供广泛的自动化设备。
解决方案
在与思科会面并探索了可能的解决方案后，他们看到了改变其整个上市业务战略的潜力。
利用 Cisco Intercloud™ 解决方案，FANUC 可以提取客户数据，将其存储在云中，并利用预测分析在任何潜在问题对其客户产生负面影响之前对其进行补救。
FANUC 利用思科的专业知识影响其客户的 IT 部门在云中共享他们的数据。通过将客户数据存储在云中并缩短对潜在事件的响应时间，FANUC 正在利用万物互联 (IoE) 为其客户提供积极的市场战略。
收集的数据
Downtime, Fault Detection, Machine Performance, Overall Equipment Effectiveness
运营影响
相关案例.
Case Study
Smart Water Filtration Systems
Before working with Ayla Networks, Ozner was already using cloud connectivity to identify and solve water-filtration system malfunctions as well as to monitor filter cartridges for replacements.But, in June 2015, Ozner executives talked with Ayla about how the company might further improve its water systems with IoT technology. They liked what they heard from Ayla, but the executives needed to be sure that Ayla’s Agile IoT Platform provided the security and reliability Ozner required.
Case Study
IoT enabled Fleet Management with MindSphere
In view of growing competition, Gämmerler had a strong need to remain competitive via process optimization, reliability and gentle handling of printed products, even at highest press speeds. In addition, a digitalization initiative also included developing a key differentiation via data-driven services offers.
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
Premium Appliance Producer Innovates with Internet of Everything
Sub-Zero faced the largest product launch in the company’s history:It wanted to launch 60 new products as scheduled while simultaneously opening a new “greenfield” production facility, yet still adhering to stringent quality requirements and manage issues from new supply-chain partners. A the same time, it wanted to increase staff productivity time and collaboration while reducing travel and costs.
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.
