英語 での Failure prediction の使用例とその 日本語 への翻訳
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Optimized resources and focus on machine failure prediction.
Smart manufacturing process- failure prediction& optimized end to end process.
It periodically extracts feature from defect correction history, creates machine learning models,and uses it for failure prediction.
Indeed, the crop failure prediction made by ZetaTalk at its start is one of the accuracy points made.
Nd stage"From the collection of operation data to self failure prediction" released.
Failure prediction by human operators requires advanced skills, and the limited number of experts cannot monitor all MRI systems around the world.
Enhanced Maintainability of Fan Motor The structure for quick replacement and the failure prediction of fan motor can be achieved.
Smart Market Example: part failure prediction leads to real time machine-to-machine(M2M) bids from distributed grid of resources facilitated by Mobius protocol;
Periodically extract features at troublesome areas from defect correction history, create machine learning model,and use it for failure prediction.
Support for smart factories,from equipment visualization through IoT and AI, to failure prediction. Data is gathered from your factory equipment and visualized through IoT technology, and analyzed by AI.
FANUC and Preferred Networks have established these new technologies for applications such as Bin Picking robots,anomaly detection, and failure prediction.
Features Failure prediction via machine-learning data derived from normal operations Highly accurate prediction Indication of failure location* For details, please download the catalog or contact us.
In addition, a simulated factory will be constructed that adds not only the situation but also processing procedure,as we work on understanding the operational state of moving machinery and failure prediction.
DMG MORI began to work on the topic early in an effort to improve operation efficiency of machine tools through remote maintenance,operation status management and accurate failure prediction for every machine in motion at DMG MORI factories all over the world by use of networking, software and sensors.
Demonstration of SERVICE TOOL Also, at more than 80 exhibitors' booths, they actually connect display items to the FIELD system anddemonstrate applications of Monitoring/ Failure prediction.
The unique combination of Stratus' integrated redundancy, automated failure prediction and part replacement, together with hot-swappable components and seamless system re-synchronization, eliminates downtime and returns systems to full operation without the need for IT. Stratus eliminates the complexity normally associated with specialized redundant solutions with systems that are easy to deploy, manage, and service.
Based on the data detected by integrating temperature, humidity, weight, sound, and vibration, AI makes an inference and learns the difference from the actual phenomenon,so failure prediction becomes possible.
In addition to failure prediction and detection, IIJ and Brains Technology plan to automate the management and control of systems and devices that utilize machine learning or AI, and then to create next-generation cloud computing networks to support these frameworks, with their sights set on IoT environments that will require communication between the tens of billions of devices that will connect to the Internet in the future and on the large-scale data processing that these devices will require.
In the research, novel algorithms have been developed for automated cleaning of manufacturing data, uncertainty-conscious process assessment,and data-driven failure prediction, by applying machine learning and numerical simulation technologies.
OverviewKDDI's Factory IoT is a unified solution that uses cloud-stored data from sensors installed on your factory production lines to enable not only real-time monitoring, but also data analysis, problem detection and error prediction. Factory IoT with advanced AI analysis provides stable production line operation andadvanced failure prediction, enabling 1.
Specifically, a MATLAB data analytics algorithm,"wear condition estimation model" was controlled from Node-RED and combined with service and item data on Microsoft Dynamics 365 for Field Service, to realize the automatic registration of informationrelated to maintenance items based on wear-related failure prediction. Hitachi intends to expand the range of analytics algorithms and connectable work systems through open innovation, to promote the technology development of innovative digital solutions based on IoT technology.
Currently, the service is in test operation at domestic and overseas sites, and the data collected from all over the world is being used in Kobe Steel's maintenance,quality and service division to improve the compressor product failure prediction and maintenance service.
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Optimizing maintenance componentinventories while improving maintenance services AI-based failure number prediction system for PC server component.