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TIA Quality Monitoring and Assurance System


TIA QualityHealth consists of applications where images are evaluated using deep learning algorithms that are focused on defect localization and classifications, near real-time image analysis is performed on streaming data and defect detection algorithms are used.

The first step for the defect localization is the use of related dataset. At this stage, TEKNOPAR image processing library is used. Images of defective and defect free products are collected by industrial high-resolution cameras. The library contains functions for data augmentation, resizing, imperfect data identification, image enhancement, ROI extraction, evaluation, and labeling appropriate for their use. According to the requirements of defect detection, deep learning, classical image processing or statistical methods are developed. Defects are localized and evaluated by the algorithms in the library, and the results are presented to the users via web-based applications. Being a flexible system, TIA QualityHealth can be customized according to the specific needs and requirements of the users.

TIA QualityHealth Applications

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TIA EDGE

TIA EDGE is a service by which the users select the edge device and install them so that the software calculates and transfers data at the edge (Edge) in any production facility. Edge devices used within the scope of TIA EDGE collect data instantly from the field.

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TIA Stream

TIA STREAM, kullanıcıların veri kaynaklarından ilgili hedeflere, TIA PLATFORM modüllerine ve/veya farklı hedeflere veri aktarmalarını sağlar. TIA STREAM, otomasyon teknolojilerine uyumlu modüler yapısı sayesinde her türlü ekipman ve veri kaynağı ile kolayca entegre olur.

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TIA Detect

TIA DETECT is a module developed for visual defect detection in industrial production facilities. It detects defects in optical or X-Ray images collected by industrial cameras to perform inspections and prevent defective products.

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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 DATA-GEN
TIA PREMA
TIA ASP
TIA MODEL