Search Results - "Moromisato, Ricardo"

A holistic sequential fault detection and diagnostics framework for multiple zone variable air volume air handling unit systems by Torabi, Narges, Gunay, Huseyin Burak, O’Brien, William, Moromisato, Ricardo

“…A holistic fault detection and diagnostics (FDD) method should explicitly consider the dependencies between faults at the system- and zone-level to isolate the…”
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Inverse model-based virtual sensors for detection of hard faults in air handling units by Torabi, Narges, Burak Gunay, H., O'Brien, William, Moromisato, Ricardo

“…Faults in air handling units (AHUs) in commercial buildings often waste energy and/or cause discomfort. Intermediate AHU sensors are dedicated merely for…”
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Detection of zone sensor and actuator faults through inverse greybox modelling by Gunay, H. Burak, Shi, Zixiao, Newsham, Guy, Moromisato, Ricardo

“…Zone-level sensor and actuator faults can substantially affect the energy and comfort performance of heating, ventilation, and air conditioning (HVAC) systems…”
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Unsupervised identification of zone-level anomalies in VAV terminal units utilizing autoencoders and PCA by Parsaei, Arya, Gunay, Burak, O'Brien, William, Moromisato, Ricardo

“…The effective operation of HVAC systems is crucial to minimize energy inefficiencies and occupant discomfort. However, these systems can experience various…”
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