This dataset contains feature-based load signatures from electrical residential devices that were used for appliance identification in the paper: Smart Meter-Enabled Feature Extraction for Appliance Identification in Non-Intrusive Appliance Load Monitoring Algorithms. The data set holds load signatures for eight different end-uses: refrigerator, stove, dryer, lighting, water heating, air conditioning, microwave and washing machine, which in total corresponds to 197 load signatures from 64 Costa Rican households. Each load signature is composed by seven power and time-related features: average power, peak power, average daily events, average daily energy, day use factor, night use factor and time of use
AbstractImproving energy efficiency by monitoring household electrical consumption is of significant...
This paper presents the Plug-Load Appliance Identification Dataset (PLAID), a labelled dataset conta...
A load signature is an electrical expression that a load device or appliance distinctly possesses. L...
This dataset contains feature-based load signatures from electrical residential devices that were us...
Appliance specific load monitoring is very useful in energy management solutions that are becoming a...
Appliance specific load monitoring is very useful in energy management solutions that are becoming a...
Profiling the usage of electrical devices within a smart home can be used as a method for determinin...
Profiling the usage of electrical devices within a smart home can be used as a method for determinin...
There are many negative impacts to the earth as the consumption of energy increases. Climate change ...
The automatic identification of appliances through the analysis of their electricity consumption has...
Energy disaggregation, or nonintrusive load monitoring (NILM), aims at estimating the power demand o...
One of the most important design decisions in Non-Intrusive Load Monitoring (NILM) systems is choosi...
Load monitoring is the practice of measuring electrical signals in a domestic environment in order t...
End-use demand data availability is a catalyst for improving energy efficiency measures and upgradin...
Abstract—The automatic identification of appliances through the analysis of their electricity consum...
AbstractImproving energy efficiency by monitoring household electrical consumption is of significant...
This paper presents the Plug-Load Appliance Identification Dataset (PLAID), a labelled dataset conta...
A load signature is an electrical expression that a load device or appliance distinctly possesses. L...
This dataset contains feature-based load signatures from electrical residential devices that were us...
Appliance specific load monitoring is very useful in energy management solutions that are becoming a...
Appliance specific load monitoring is very useful in energy management solutions that are becoming a...
Profiling the usage of electrical devices within a smart home can be used as a method for determinin...
Profiling the usage of electrical devices within a smart home can be used as a method for determinin...
There are many negative impacts to the earth as the consumption of energy increases. Climate change ...
The automatic identification of appliances through the analysis of their electricity consumption has...
Energy disaggregation, or nonintrusive load monitoring (NILM), aims at estimating the power demand o...
One of the most important design decisions in Non-Intrusive Load Monitoring (NILM) systems is choosi...
Load monitoring is the practice of measuring electrical signals in a domestic environment in order t...
End-use demand data availability is a catalyst for improving energy efficiency measures and upgradin...
Abstract—The automatic identification of appliances through the analysis of their electricity consum...
AbstractImproving energy efficiency by monitoring household electrical consumption is of significant...
This paper presents the Plug-Load Appliance Identification Dataset (PLAID), a labelled dataset conta...
A load signature is an electrical expression that a load device or appliance distinctly possesses. L...