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The years 2020 and 2021 marked a transformative period for welding inspection technology, driven by the global pandemic and the accelerated adoption of Industry 4.0 principles . During this time, the field transitioned from a reactive, manual-heavy discipline toward a proactive, data-driven ecosystem. Key advancements centered on the integration of artificial intelligence (AI), remote visual inspection (RVI), and the release of foundational industry standards like the . 1. Digitalization and AI Integration welding inspection technology 2020 pdf 2021
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