A framework for a multi-source, data-driven building energy management toolkit

AA Markus, BW Hobson, HB Gunay, S Bucking - Energy and Buildings, 2021‏ - Elsevier
Poor building energy performance often arises from suboptimal operations such as
inappropriate control sequences or hard faults in heating, ventilation, and air-conditioning …

Virtual metering of heat supplied by zone-level perimeter heaters: An investigation with three inverse modelling approaches

D Darwazeh, J Duquette, B Gunay - Energy and Buildings, 2021‏ - Elsevier
Virtual metering at the equipment level provides a non-intrusive tool to understand energy
flows in commercial buildings and monitor building energy performance. The accuracy of …

[HTML][HTML] Projecting and estimating HVAC energy savings from correcting control faults: Comparison between physical and virtual metering approaches

AA Markus, J Bursill, HB Gunay, BW Hobson - Energy and Buildings, 2025‏ - Elsevier
Fault-impact analysis (FIA) in heating, ventilation, and air conditioning (HVAC) systems
involves forecasting system loads in the absence of equipment malfunction and …

[PDF][PDF] FRAMeWORK: A multi-source web-based application for identifying suboptimal energy use management

AA Markus, BW Hobson, HB Gunay… - 12th eSim Building …, 2022‏ - publications.ibpsa.org
Uninformed building operations and mechanical faults and anomalies often lead to poor
building energy performance. Though analytical software tools incorporating several …

Inverse greybox virtual metering algorithms to visualize building energy flows

D Darwazeh - 2022‏ - repository.library.carleton.ca
Energy submetering at the equipment level provides a tool to control energy consumption
and improve equipment energy use. Virtual meters (VMs) are a cost-effective alternative to …

Development, implementation, and industry reception of a novel multi-source, data-driven building energy management toolkit

A Markus - 2022‏ - repository.library.carleton.ca
Inefficient and uninformed operations negatively impact building energy performance,
leading to wide disparities between predicted and actual energy use in commercial and …

A Framework for a Multi-sourced, Data-Driven Building Energy Management Toolkit

AA Markus, BW Hobson… - ASHRAE …, 2022‏ - search.proquest.com
Operational deficiencies such as inappropriate scheduling and malfunctioning components
in HVAC systems attribute to substantial energy losses in commercial buildings and are …