Mitsubishi Electric Corporation has announced the development of a new edge-based digital twin technology capable of correcting machining errors in real time on CNC machine tools, marking a significant advance in precision manufacturing and smart factory automation.
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For decades, metrology data has existed in fragmented islands across manufacturing enterprises. CMMs, laser scanners, vision systems, SPC software, and ERP platforms have all generated valuable data – but rarely in a unified environment.
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Technologies related to On Machine Inspection are helping manufacturers improve quality control processes by enabling real-time measurement and verification directly during machining operations. Instead of waiting until production is complete to identify issues, manufacturers can now detect inaccuracies much earlier in the process.
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With the introduction of Smart Tracing under its AIKTEC – Digital Solutions portfolio, KLINGELNBERG is addressing this challenge with a platform designed to transform CNC machine behavior into actionable manufacturing intelligence.
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Quality control in manufacturing is no longer confined to inspection rooms or end-of-line checks. It has evolved into a dynamic, data-driven discipline that operates continuously across the production lifecycle. This transformation is being powered by manufacturing intelligence – the integration of metrology data, advanced analytics, connectivity, and software-driven decision-making into a unified ecosystem.
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Innovalia Association and VDMA have signed a Memorandum of Understanding to cooperate on the deployment, operation and promotion of an Industrial Data Space Service Portal for the machinery & equipment manufacturing industry.
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While fully autonomous manufacturing remains an aspirational goal, the building blocks are already in place. Production-integrated metrology is a key component of this evolution, enabling the transition from reactive quality assurance to proactive quality control.
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In an era where manufacturing efficiency and quality assurance are under constant pressure, the digitisation of shopfloor processes has become a strategic priority. Among these processes, work instructions, often overlooked, play a critical role in ensuring consistency, reducing errors, and maintaining traceability.
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The intelligent factory is no longer a future ambition – it has become essential for manufacturers looking to stay competitive in a challenging and fast-moving environment
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As manufacturing continues its shift toward digital transformation, the concept of the digital thread has become central to initiatives around smart manufacturing, Industry 4.0, and data-driven quality. The digital thread represents the seamless flow of information across the product lifecycle — from design and engineering through manufacturing, inspection, and ongoing improvement.
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