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Showing 1 to 4 of 4 for “"Occupancy prediction"”.
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Using Incumbent Channel Occupancy Prediction to Minimize Secondary License Grant Revocations
… leverages knowledge of incumbent user spectrum occupancy pattern obtained from historical spectrum usage data. Using an example model trained on 48 hours of an incumbent user transmission information, we demonstrate prediction of future incumbent user spectrum occupancy for the next 15 hours …
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Temporal Mining Approaches for Smart Buildings Research
… energy conservation; energy disaggregation and occupancy prediction. Energy disaggregation attempts to separate the energy usage of each circuit or each electric device in a building using only aggregate electricity usage information from the meter for the whole house. The second problem of …
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Feed-Forward Neural Network (FFNN) Based Optimization Of Air Handling Units: A State-Of-The-Art Data-Driven Demand-Controlled Ventilation Strategy
… Such systems, without any consideration of occupancy, may ventilate a zone excessively and result in energy waste. Previous studies showed that CO2-based demand-controlled ventilation (DCV) methods are the most widely used strategies to determine the optimal level of supply air volume. …
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Free space exploration from a single RGB image
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2024-05-01