Optimized Technologies Inc. Case Studies AI/ML based Billet Monitoring Solution

	AI/ML based Billet Monitoring Solution Optimized Technologies Inc.

AI/ML based Billet Monitoring Solution

Optimized Technologies Inc.

Applicable Industries	Automotive
Challenge	Monitoring of the red-hot billets and comparing with its exact parameters with human efforts are very difficult The advantage of this system is it elimanites human efforts and that results in the proper identification of the manufacturing errors Therefore, this whole system needs to be digitally operated with minimum human intervention for the simplified functioning of the whole process using AI/ML Also, crucial protection must be provided to the whole system at the hardware edge. Read More
Solution	Overview of offered system is depicted as per Figure. Proposed System for performing above measurements shall comprise of the following: Vision Based System for Measurement of Width, Height and Rhomboidity. Laser Sensor for Measurement of Vertical Bend, Horizontal Bend and Length. Laser Sensor for Measurement of Displacement. Motion System having about 13M Travel for positioning of Laser Sensor. MS / AL Frame Mounting the Motion System and Sensors. MS Stand for Installation for Mounting Frame on the Ground. Sensor & System for Measurement of Section Dimensions (Height, Width). System Computer, Control Panel, Customized Application Software. Automatic generation of Test Report. Data Communication with Owners Network. Read More Log in to view content
Contents

Applicable Industries

Automotive

Challenge

Monitoring of the red-hot billets and comparing with its exact parameters with human efforts are very difficult

The advantage of this system is it elimanites human efforts and that results in the proper identification of the manufacturing errors

Therefore, this whole system needs to be digitally operated with minimum human intervention for the simplified functioning of the whole process using AI/ML Also, crucial protection must be provided to the whole system at the hardware edge.

Solution

Overview of offered system is depicted as per Figure. Proposed System for performing above measurements shall comprise of the following:

Vision Based System for Measurement of Width, Height and Rhomboidity.

Laser Sensor for Measurement of Vertical Bend, Horizontal Bend and Length.

Laser Sensor for Measurement of Displacement.

Motion System having about 13M Travel for positioning of Laser Sensor.

MS / AL Frame Mounting the Motion System and Sensors.

MS Stand for Installation for Mounting Frame on the Ground.

Sensor & System for Measurement of Section Dimensions (Height, Width).

System Computer, Control Panel, Customized Application Software.

Automatic generation of Test Report.

Data Communication with Owners Network.

Benefit #1	Width, Height Rhomboidity shall be measured at one End of Red-Hot Billet shall be measured through Non-Contact Type Vision Based Automatic Measurement System. One Non-Contact Type Laser Sensor shall be used for Measurement of Vertical Bend, Horizontal Bend and Length Red Hot Billets. Laser Sensor shall be Mounted on Instrument Plate of Linear Motion System having a Travel distance of about 13 M. One Non-Contact Type Laser Sensor shall be used position feedback of Instrument Plate. Motion System shall be fitted on a rigid precise aluminum Frame. Motion System Frame shall be installed on the ground on MS Support Structure. Laser Sensor shall be moved horizontally along full Billet full length of Billet to measure Vertical Bend, Horizontal Bend and Length of Billets. Accuracy of measurement shall be about 1 mm System for measurement Billet Cross Section dimensions shall be installed towards one end of Ends of Billet. It will measure Billet Width, Billet Height and shall calculate Rhomboidity parameters. Accuracy of measurement shall be 1mm. OTI system shall also calculate volume and weight of the Billets based on the density parameter and empirical formula given by Client. Motion Control System, Measurement System and Sensors shall house in protected enclosure having suitable air / water / cooling arrangement. The system shall have user friendly GUI. Test Report shall be available as per client format and shall be stored on System Computer. Historical Data can be retrieved based on various search criteria like date, PO, Operator, shift, Customer, batch number, barcode etc. System shall be provided with adequate thermal protection to work reliably in hot surrounding environment up to at 80 Dec C.

Benefit #1

Width, Height Rhomboidity shall be measured at one End of Red-Hot Billet shall be measured through Non-Contact Type Vision Based Automatic Measurement System.

One Non-Contact Type Laser Sensor shall be used for Measurement of Vertical Bend, Horizontal Bend and Length Red Hot Billets.

Laser Sensor shall be Mounted on Instrument Plate of Linear Motion System having a Travel distance of about 13 M.

One Non-Contact Type Laser Sensor shall be used position feedback of Instrument Plate.

Motion System shall be fitted on a rigid precise aluminum Frame.

Motion System Frame shall be installed on the ground on MS Support Structure.

Laser Sensor shall be moved horizontally along full Billet full length of Billet to measure Vertical Bend, Horizontal Bend and Length of Billets.

Accuracy of measurement shall be about 1 mm

System for measurement Billet Cross Section dimensions shall be installed towards one end of Ends of Billet. It will measure Billet Width, Billet Height and shall calculate Rhomboidity parameters. Accuracy of measurement shall be 1mm.

OTI system shall also calculate volume and weight of the Billets based on the density parameter and empirical formula given by Client.

Motion Control System, Measurement System and Sensors shall house in protected enclosure having suitable air / water / cooling arrangement.

The system shall have user friendly GUI.

Test Report shall be available as per client format and shall be stored on System Computer.

Historical Data can be retrieved based on various search criteria like date, PO, Operator, shift, Customer, batch number, barcode etc.

System shall be provided with adequate thermal protection to work reliably in hot surrounding environment up to at 80 Dec C.

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Overview

AI/ML based Billet Monitoring Solution

Quantitative Benefit