This paper presents the curation of a monitored dataset from an office building constructed
in 2015 in Berkeley, California. The dataset includes whole-building and end-use energy …

This paper presents a synthetic building operation dataset which includes HVAC, lighting,
miscellaneous electric loads (MELs) system operating conditions, occupant counts …

The energy consumption of residential and commercial buildings has risen steadily in recent
years, an increase largely due to their HVAC systems. Expected energy loads …

Building information modeling (BIM) has been widely adopted for representing and
exchanging building data across disciplines during building design and construction …

Commercial buildings have long since been a primary target for applications from a number
of areas: from cyber-physical systems to building energy use to improved human …

Buildings account for 32% of worldwide energy usage. A new regime of exciting new
“applications” that span a distributed fabric of sensors, actuators and humans has emerged …

Energy-related behaviors of occupants constitute a key factor influencing building
performance; accordingly, the measured occupant data can support the objective …

The goal of the Smart* project is to optimize home energy consumption. As part of the
project, we have designed and deployed a “live” system that continuously gathers a wide …

Access to large amounts of real-world data has long been a barrier to the development and
evaluation of analytics applications for the built environment. Open datasets exist, but they …

As sensor networks in buildings continue to grow in number and heterogeneity, occupants
can become empowered to better control their environment for comfort maximization and …