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by Industry 5.0 technologies and human–robot collaboration. Key innovations include Digital Product Passports (DPPs) and data-driven tools to improve lifecycle transparency, alongside methods
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Summary Mushroom production in Ireland supports approximately 3,000 jobs, valued at €158 million in 2025. The integration of automation technologies in the form of robotics (automated picking) and AI vision
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architecture. It will use state-of-the-art robot-aided acoustic measurements and employ advanced computational and acoustic modeling techniques to create a versatile Acoustic Digital Twin, which will be combined
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architecture. It will use state-of-the-art robot-aided acoustic measurements and employ advanced computational and acoustic modeling techniques to create a versatile Acoustic Digital Twin, which will be combined
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the form of robotics (automated picking) and AI vision systems is being widely adopted to address labour shortages and rising production costs. Meanwhile, the commercial production of Agaricus bisporus