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Proceedings of the Automation & IT Seminar

ISSN 2594-5335

26º Seminário de Automação e TI — vol. 26, num.26 (2024)

Title

NOVEL MACHINE VISION AI SOLUTIONS FOR HIGH TEMPERATURE PROCESS CONTROL

NOVEL MACHINE VISION AI SOLUTIONS FOR HIGH TEMPERATURE PROCESS CONTROL

Authorship

SUOPAJÄRVI, HANNU; KAUKONEN, SAKU; KIVIAHDE, EEMIL

SUOPAJÄRVI, HANNU
SUOPAJÄRVI, HANNU

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KAUKONEN, SAKU
KAUKONEN, SAKU

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KIVIAHDE, EEMIL
KIVIAHDE, EEMIL

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DOI

10.5151/2594-5335-40917

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Abstract

INDUSTRY 4.0 CONCEPTS AND TECHNOLOGIES ARE WIDELY INTRODUCED IN THE METAL PRODUCTION SECTOR. APPROACHES SUCH AS CLOUD COMPUTING, SYSTEM INTEGRATION, BIG DATA, DIGITAL TWINNING AMONG OTHERS ARE CHANGING THE WAY THE PRODUCTION PROCESSES CAN BE MONITORED AND CONTROLLED. IN THIS PAPER, A NOVEL MACHINE VISION AI APPROACH TO MANAGE AND CONTROL HIGH TEMPERATURE METALLURGICAL PROCESSES IS PRESENTED. BASED ON THE USE OF THE LATEST IMAGING AND ILLUMINATION HARDWARE AND STATE-OF-THE-ART AI-BASED IMAGE ANALYSIS MODELS, THE MONITORING AND CONTROL OF THE HIGH TEMPERATURE PROCESSES AND PRODUCTS IN STEEL AND METAL MANUFACTURING IS ENABLED. THE PAPER DESCRIBES THE SAPOTECH PLATFORM-BASED APPROACH, PROVIDES INTERESTING EXAMPLES OF AI USE IN PROCESS MONITORING AND CONTROL AND DISCUSSES THE BENEFITS OF AI-APPROACHES IN RELATION TO INDUSTRY 4.0 OBJECTIVES.

 

INDUSTRY 4.0 CONCEPTS AND TECHNOLOGIES ARE WIDELY INTRODUCED IN THE METAL PRODUCTION SECTOR. APPROACHES SUCH AS CLOUD COMPUTING, SYSTEM INTEGRATION, BIG DATA, DIGITAL TWINNING AMONG OTHERS ARE CHANGING THE WAY THE PRODUCTION PROCESSES CAN BE MONITORED AND CONTROLLED. IN THIS PAPER, A NOVEL MACHINE VISION AI APPROACH TO MANAGE AND CONTROL HIGH TEMPERATURE METALLURGICAL PROCESSES IS PRESENTED. BASED ON THE USE OF THE LATEST IMAGING AND ILLUMINATION HARDWARE AND STATE-OF-THE-ART AI-BASED IMAGE ANALYSIS MODELS, THE MONITORING AND CONTROL OF THE HIGH TEMPERATURE PROCESSES AND PRODUCTS IN STEEL AND METAL MANUFACTURING IS ENABLED. THE PAPER DESCRIBES THE SAPOTECH PLATFORM-BASED APPROACH, PROVIDES INTERESTING EXAMPLES OF AI USE IN PROCESS MONITORING AND CONTROL AND DISCUSSES THE BENEFITS OF AI-APPROACHES IN RELATION TO INDUSTRY 4.0 OBJECTIVES.

Keywords

Machine Vision; Artificial Intelligence, Process Monitoring, Surface inspection

Machine Vision; Artificial Intelligence, Process Monitoring, Surface inspection

How to refer

SUOPAJÄRVI, HANNU; KAUKONEN, SAKU; KIVIAHDE, EEMIL. NOVEL MACHINE VISION AI SOLUTIONS FOR HIGH TEMPERATURE PROCESS CONTROL , p. 242-254. In: 26º Seminário de Automação e TI, São Paulo, Brasil, 2024.
ISSN: 2594-5335 , DOI 10.5151/2594-5335-40917