Buildings represent a significant portion of global energy consumption. Ventilation units are
complex components, often customized for the specific building, responsible for a large part …

Studies show that buildings are able to attain energy savings of up to 30% by rectifying faulty
HVAC systems using fault detection and diagnostic methods. In this study, we propose an …

In future smart communities, buildings must possess energy efficient systems, provide
absolute comfort, empower occupants with information, adapt operations to energy grid …

Anomaly detection is a significant application of residential appliances load monitoring
systems. As an essential prerequisite of load diagnosis services, anomaly detection is …

One of the main challenges facing the building sector nowadays is the reported mismatch
between the predicted and the actual performance throughout the building operational …

HVAC systems contribute to a large part of energy consumption in buildings and studies
suggest that savings up to 30% can be achieved by utilising the potential of FDD methods …

Faults are estimated to cause 30 percent and 40 percent of energy consumption in building
energy systems and district heating systems, respectively. It is therefore critical to detect …

The digital transformation has paved the path for new services and efficient management
across the value chain of the whole energy sector. For applications behind the meter …

Various types of faults can occur in an air conditioner resulting in a decrease in efficiency, a
rise in energy consumption, and increasing maintenance costs. Hence predictive …

Buildings systems are one of the world's largest energy consumer, and their faults often
cause energy waste and occupants discomfort. In this paper, we propose a model-based …