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systems using cost effective sensors and IoT devices. To enhance assessment reliability, full-scale measurements will be conducted. The results will be analysed to identify the cause of the disturbance
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on integrating sensor-driven data streams and historical datasets into the hybrid digital twin framework, thus enhancing the reliability, safety, and efficiency of SDVs throughout their lifecycle—from design and
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