A significant portion of energy consumption occurs in buildings today. Accurate and easy-to-
implement methods are needed to calculate building energy consumption for a wide range …

This review aims to provide an up-to-date, comprehensive, and systematic summary of fault
detection and diagnosis (FDD) in building systems. The latter was performed through a …

In the past two decades, most research on anomaly detection has focused on improving the
accuracy of the detection, while largely ignoring the explainability of the corresponding …

While baseline energy modelling approaches for buildings are progressing to meet the
demand for measurement and verification (M&V) of savings of an energy performance …

Zone-level sensor and actuator faults can substantially affect the energy and comfort
performance of heating, ventilation, and air conditioning (HVAC) systems in commercial …

Poor building energy performance often arises from suboptimal operations such as
inappropriate control sequences or hard faults in heating, ventilation, and air-conditioning …

End-use consumption provides more detailed information than total consumption and
reveals the mechanism of energy flow through a given building. Specifically, for weather …

Many energy performance analysis methodologies assign buildings a descriptive label that
represents their main activity, often known as the primary space usage (PSU). This attribute …

This paper presents a proof-of-concept of an inverse model-based method for the
characterization of envelope thermal transmittance and air permeance with historical space …

Developing an accurate energy model remains challenging because of the numerous
parameters that define a building's performance and the difficulty of the measuring them …