技术
- 分析与建模 - 机器学习
- 分析与建模 - 预测分析
- 分析与建模 - 实时分析
- 功能应用 - 企业资产管理系统 (EAM)
- 网络与连接 - 洛拉
- 传感器 - 温度传感器
适用行业
- 设备与机械
适用功能
- 维护
用例
- 预测性维护
客户
未公开
关于客户
将基于嵌入式的冷水机组数据和人工智能工程师相结合,可以从维护转向预防和可预测性。优化资产健康、最大限度地减少资产故障和了解最佳维护计划对于减少运营至关重要
挑战
在确保其冷却设备以最高效率运行时,公司面临着前所未有的挑战。挑战之一是需要了解设备的性能以优化其使用、健康并预测问题和故障。让 HVAC 服务工程师持续监控冷水机组是不现实的。
解决方案
智能传感器与基于嵌入式的冷水机数据基础设施相结合,可提供对冷水机运行状况和维护需求的实时、历史和预测性洞察。
收集的数据
Asset Status Tracking, Asset Utilization, Cooling Meters, HVAC ( heating, ventilation, air conditioning), Uptime
运营影响
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
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.