Smart Factories for SMEs: Start by Measuring, Not Rebuilding
How to start a smart factory for SMEs? First steps to digitalization with machine monitoring, OEE calculation and targeted sensing without large investment.
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Digital twins, additive manufacturing and generative design
How to start a smart factory for SMEs? First steps to digitalization with machine monitoring, OEE calculation and targeted sensing without large investment.
What is a digital thread, how is it different from a digital twin? The value of uninterrupted data flow from design to production, the first step and its limits for SMEs.
What is quality control with machine vision, how accurate is it? 100% audit gap with sampling, system limits and a practical guide to investment decision.
What is predictive maintenance and how does it reduce unplanned downtime? We explain it with vibration analysis, sensing and officially sourced rates..
What is a cobot (collaborative robot) and when does the robotic machine provide a return on feeding? We explain market data, security standards and correct application areas with resources..
What is lightweighting and material efficiency? We explain how the same design decision reduces both cost and carbon footprint.
What is a digital twin and when does it really create value for an SME? We distinguish between hype and real benefit from an engineering perspective.