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A synthetic energy dataset for non-intrusive load monitoring in households
Research on smart grid technologies is expected to result in effective climate change
mitigation. Non-Intrusive Load Monitoring (NILM) is seen as a key technique for enabling …
mitigation. Non-Intrusive Load Monitoring (NILM) is seen as a key technique for enabling …
[HTML][HTML] Multi-label learning for appliance recognition in NILM using Fryze-current decomposition and convolutional neural network
The advance in energy-sensing and smart-meter technologies have motivated the use of a
Non-Intrusive Load Monitoring (NILM), a data-driven technique that recognizes active end …
Non-Intrusive Load Monitoring (NILM), a data-driven technique that recognizes active end …
Intelligent electrical pattern recognition of appliances consumption for home energy management using high resolution measurement
For an efficient energy management by residential users, monitoring and control of
connected household appliances is required. If the consumption pattern of each of these …
connected household appliances is required. If the consumption pattern of each of these …
Model for Identification of Electrical Appliance and Determination of Patterns Using High-Resolution Wireless Sensor NETWORK for the Efficient Home Energy …
F Ulloa-Vásquez, V Heredia-Figueroa… - Energies, 2024 - mdpi.com
The growing demand for electricity and the constant increase in electricity rates have
intensified the interest of residential and non-residential energy consumers to reduce their …
intensified the interest of residential and non-residential energy consumers to reduce their …
Universal non-intrusive load monitoring (unilm) using filter pipelines, probabilistic knapsack, and labelled partition maps
Being able to track appliances energy usage without the need of sensors can help
occupants reduce their energy consumption to help save the environment all while saving …
occupants reduce their energy consumption to help save the environment all while saving …
A synthetic energy dataset for non-intrusive load monitoring in households
K Christoph, K Christoph, M Herold, E Wilfried - Scientific Data, 2020 - search.proquest.com
Research on smart grid technologies is expected to result in effective climate change
mitigation. Non-Intrusive Load Monitoring (NILM) is seen as a key technique for enabling …
mitigation. Non-Intrusive Load Monitoring (NILM) is seen as a key technique for enabling …
[PDF][PDF] Model for identification of electrical appliance and determination of patterns using high-resolution WSN for the efficient home energy consumption based on …
F Ulloa-Vásquez, V Heredia-Figueroa… - 2023 - preprints.org
The introduction of non-conventional renewable energies (photovoltaic and wind, in the
residential case) demand new proposals and opportunities to obtain a domestic energy …
residential case) demand new proposals and opportunities to obtain a domestic energy …
[HTML][HTML] Characterization of the Electrical Consumption Pattern of Household Appliances for Home Energy Management Using High-Resolution Measurement …
F Ulloa-Vásquez, V Heredia-Figueroa… - 2023 - intechopen.com
For future smart cities, smart homes will be required. The key elements are the smart use of
energy and smart communication systems that are connected to homes. Along with this, the …
energy and smart communication systems that are connected to homes. Along with this, the …