Data analytics to improve building performance: A critical review
The data inherent in building automation systems, computerized maintenance management
systems, security and access control systems, and IT networks represent an untapped …
systems, security and access control systems, and IT networks represent an untapped …
Soft metrology based on machine learning: a review
M Vallejo, C De La Espriella… - Measurement …, 2019 - iopscience.iop.org
Soft metrology has been defined as a set of measurement techniques and models that allow
the objective quantification of properties usually determined by human perception such as …
the objective quantification of properties usually determined by human perception such as …
Estimating energy savings from HVAC controls fault correction through inverse greybox model-based virtual metering
Fault impact analysis is an important phase of fault detection and diagnosis (FDD), enabling
prioritization of the faults detected and allocation of resources to procure services and …
prioritization of the faults detected and allocation of resources to procure services and …
Disaggregation of commercial building end-uses with automation system data
While understanding end-uses and their flow within a building is essential for energy
management, many existing buildings still do not have adequate submetering for important …
management, many existing buildings still do not have adequate submetering for important …
Automated fault detection and diagnosis of airflow and refrigerant charge faults in residential HVAC systems using IoT-enabled measurements
While automated fault detection and diagnosis (AFDD) in residential heating, ventilation,
and air-conditioning (HVAC) using smart thermostat data is gaining increasing attention in …
and air-conditioning (HVAC) using smart thermostat data is gaining increasing attention in …
Towards integration of virtual meters into building energy management systems: Development and assessment of thermal meters for cooling
The increasing availability of sub-hourly operational data represents an untapped
opportunity to help better manage and operate buildings. However, specific variables may …
opportunity to help better manage and operate buildings. However, specific variables may …
Development of inverse greybox model-based virtual meters for air handling units
D Darwazeh, B Gunay… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Energy submetering at the equipment level provides a tool to identify energy use anomalies
and detect operational inefficiencies. While physical meters can be costly and difficult to …
and detect operational inefficiencies. While physical meters can be costly and difficult to …
Research on the measuring characteristics of a new design butterfly valve flowmeter
Y Mu, M Liu, Z Ma - Flow Measurement and Instrumentation, 2019 - Elsevier
Flowmeters and control valves are important components of flow measurement and control
in heating, ventilating, and air conditioning (HVAC) system, which directly or indirectly …
in heating, ventilating, and air conditioning (HVAC) system, which directly or indirectly …
[HTML][HTML] Low delta-T syndrome in cooling systems: A systematic review of the signs, symptoms, and causes
Return water temperature and flow rate are indicators of the energy efficiency of chilled
water systems. Since the late 1980s, the return water temperature has deviated from the …
water systems. Since the late 1980s, the return water temperature has deviated from the …
Quantifying energy losses in hot water reheat systems
We developed a new method to estimate useful versus wasted hot water reheat energy
using data obtained from typically installed instrumentation that applies to all pressure …
using data obtained from typically installed instrumentation that applies to all pressure …