ISSN 2594-5335
26º Seminário de Automação e TI — vol. 26, num.26 (2024)
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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.
Palavras-chave
Machine Vision; Artificial Intelligence, Process Monitoring, Surface inspection
Machine Vision; Artificial Intelligence, Process Monitoring, Surface inspection
Como citar
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
