Identifying Contributing Factors of Occupant Thermal Discomfort in a Smart Building

A Publication, Sustainability Base - 8 years, 1 month ago

Shared By: RODNEY MARTIN

Modeling occupant behavior in smart buildings to reduce energy usage in a more accurate fashion has garnered much recent attention in the literature. Predicting occupant ...

Scalable Causal Learning for Predicting Adverse Events in Smart Buildings

A Publication, Sustainability Base - 8 years, 1 month ago

Shared By: RODNEY MARTIN

Emerging smart buildings, such as the NASA Sustainability Base (SB), have a broad range of energy-related systems, including systems for heating and cooling. While the ...

Data from Sustainability Base Characterizing Hot Water Pump Differential Pressure Spikes for ACCEPT

A Dataset, Sustainability Base - 8 years, 3 months ago

Shared By: RODNEY MARTIN

During the heating season in Sustainability Base, a critical alarm associated with a hot water pump circulating heating water for the radiative system which exchanges ...

Data from Sustainability Base Characterizing Cold Complaints for ACCEPT

A Dataset, Sustainability Base - 8 years, 4 months ago

Shared By: RODNEY MARTIN

The zip file linked contains three subdirectories and a parameter list to be used for processing using ACCEPT. Datafiles are partitioned into training, validation, and ...

ROC Curve Code Augmentation

An Algorithm, Optimal Alarm Systems for Anomaly Detection - 8 years, 11 months ago

Shared By: RODNEY MARTIN

Please find a detailed description here: ROC Curve Code Augmentation

ACCEPT

An Algorithm, Optimal Alarm Systems for Anomaly Detection - 7 years, 11 months ago

Shared By: RODNEY MARTIN

Please find a detailed description here: ACCEPT

Energy Analysis of Multi-Function Devices in an Office Environment

A Publication, Sustainability Base - 10 years, 2 months ago

Shared By: RODNEY MARTIN

As part of an effort to monitor electricity usage by plug loads in a new high performance office building, plug load management devices were deployed ...

Energy Analysis of Multi-Function Devices in an Office Environment

A Publication, Sustainability Base - 10 years, 3 months ago

Shared By: RODNEY MARTIN

As part of an effort to monitor electricity usage by plug loads in a new high performance office building, plug load management devices were deployed ...

Sharepoint Link

Other, Machine Learning and Controls Lab Development - 13 years, 5 months ago

Shared By: RODNEY MARTIN

Link to Sharepoint website containing a repository of more detailed internal information for authorized users