Intelligent management systems for energy efficiency in buildings: A survey
In recent years, reduction of energy consumption in buildings has increasingly gained
interest among researchers mainly due to practical reasons, such as economic advantages …
interest among researchers mainly due to practical reasons, such as economic advantages …
A review of wireless-sensor-network-enabled building energy management systems
Reducing energy consumption within buildings has been an active area of research in the
past decade; more recently, there has been an increased influx of activity, motivated by a …
past decade; more recently, there has been an increased influx of activity, motivated by a …
Sentinel: occupancy based HVAC actuation using existing WiFi infrastructure within commercial buildings
Commercial buildings contribute to 19% of the primary energy consumption in the US, with
HVAC systems accounting for 39.6% of this usage. To reduce HVAC energy use, prior …
HVAC systems accounting for 39.6% of this usage. To reduce HVAC energy use, prior …
Private memoirs of a smart meter
A Molina-Markham, P Shenoy, K Fu… - Proceedings of the 2nd …, 2010 - dl.acm.org
Household smart meters that measure power consumption in real-time at fine granularities
are the foundation of a future smart electricity grid. However, the widespread deployment of …
are the foundation of a future smart electricity grid. However, the widespread deployment of …
Plaid: a public dataset of high-resoultion electrical appliance measurements for load identification research: demo abstract
We introduce the Plug-Level Appliance Identification Dataset (PLAID), a public and crowd-
sourced dataset for load identification research consisting of short voltage and current …
sourced dataset for load identification research consisting of short voltage and current …
On the accuracy of appliance identification based on distributed load metering data
Dynamic load management, ie, allowing electricity utilities to remotely turn electric
appliances in households on or off, represents a key element of the smart grid. Appliances …
appliances in households on or off, represents a key element of the smart grid. Appliances …
Reducing transient and steady state electricity consumption in HVAC using learning-based model-predictive control
Heating, ventilation, and air conditioning (HVAC) systems are an important target for
efficiency improvements through new equipment and retrofitting because of their large …
efficiency improvements through new equipment and retrofitting because of their large …
Household occupancy monitoring using electricity meters
Occupancy monitoring (ie. sensing whether a building or room is currently occupied) is
required by many building automation systems. An automatic heating system may, for …
required by many building automation systems. An automatic heating system may, for …
A survey on intrusive load monitoring for appliance recognition
Electricity load monitoring of appliances has become an important task considering the
recent economic and ecological trends. In this game, machine learning has an important …
recent economic and ecological trends. In this game, machine learning has an important …
ViridiScope: design and implementation of a fine grained power monitoring system for homes
Y Kim, T Schmid, ZM Charbiwala… - Proceedings of the 11th …, 2009 - dl.acm.org
A key prerequisite for residential energy conservation is knowing when and where energy is
being spent. Unfortunately, the current generation of energy reporting devices only provide …
being spent. Unfortunately, the current generation of energy reporting devices only provide …