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Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures

Brandt, Jens U. et al.
arXiv (All) · Papers
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machine-learning
Virtual sensing, the estimation of hard-to-measure quantities from available sensor measurements, is a critical enabler for control and monitoring in cyber-physical systems. However, when sensors fail, learning-based predictors can produce physically implausible estimates that propagate to system-le
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