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TIA CNC Health Monitoring and Prediction System


TIA CNCHealth provides real-time data from sensors, production parameters, environmental variables and CNC control units added to the CNC machine, providing instant status monitoring, data analysis, anomaly detection, estimation of the remaining useful life of the CNC machine and cutting edges.

Axis information, geometric codes, machine metadata, messages, production data, spindle motor features and status information are obtained from the CNC machine. Control Unit Library and/or MTConnect protocol are used to provide client communication with the CNC machine. With TIA CNCHealth, a decision support system and vibration analysis can be performed by monitoring the performance and production efficiency of the CNC machine, optimizing parameters, monitoring and recommending cutting edges. Artificial intelligence algorithms are used to predict the remaining useful life of the CNC machine and the cutting edges and to determine the relationships between the parameters.

In order to detect the errors that occur in the products produced on the CNC machine and to prevent these errors by predicting them beforehand, the data received from the sensors, production status information and control unit data are analyzed and monitored with metrics, and it is aimed to increase the total equipment performance (OEE). TIA CNCHealth can be customized according to different brands and models of CNC machines and sensors to be monitored.

TIA CNCHealth Applications

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TIA CNC

TIA CNC module enables monitoring of the production process in the CNC machines and the estimation of the remaining useful lives of the cutting edges and the CNC machine.

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TIA Storage

TIA STORAGE enables the users to store data received from components such as sensors, PLCs, actuators, devices, MES, or machines. Compatible with automation technologies, it can be easily integrated with all kinds of equipment and data sources thanks to its modular structure.

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TIA Monitoring

TIA MONITORING is a module that enables predictive maintenance using the condition monitoring method used in machine maintenance. Condition monitoring is the process of instantaneously monitoring values ​​such as temperature, pressure, vibration for different purposes.

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TIA Dashboard

TIA DASHBOARD is a data visualization module developed with the involvement of real users. The module integrates directly with other modules in the TIA PLATFORM, enabling easy and understandable visualization of data and the use of modules.

Add-On Applications

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TIA IOT
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TIA DATA
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TIA APPS
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TIA APPS
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TIA UX
TIA SENSOR
TIA STREAM
TIA MONITORING
TIA MINIMIZE
TIA DASHBOARD
TIA EDGE
TIA STORAGE
TIA OEE
TIA OPTIMIZE
TIA 3D
TIA PLC
TIA SECURITY
TIA STATISTICS
TIA DETECT
TIA AR
TIA CONTROL
TIA METRICS
TIA VISION
TIA GAMIFY
TIA CNC
TIA DATA-GEN
TIA PREMA
TIA ASP
TIA MODEL