A comparison on real smart water meter data found that a shared Transformer or kNN model imputes single missing hourly readings with MAE as low as 0.13, better than per-building dedicated models.
Leakage detection via edge processing in lorawan-based smart water distribution networks,
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Filling in the Blanks: Applying Data Imputation in incomplete Water Metering Data
A comparison on real smart water meter data found that a shared Transformer or kNN model imputes single missing hourly readings with MAE as low as 0.13, better than per-building dedicated models.