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A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context

Hasan Rafiq, Prajowal Manandhar, Edwin Rodríguez-Ubiñas, Omer Ahmed Qureshi, Themis Palpanas

2024Energy and Buildings98 citationsDOI

Topics & Concepts

InterpretabilitySoftware deploymentComputer scienceContext (archaeology)Data scienceProcess (computing)Energy consumptionRisk analysis (engineering)Machine learningEngineeringSoftware engineeringElectrical engineeringOperating systemBiologyMedicinePaleontologySmart Grid Energy ManagementEnergy Load and Power ForecastingPower Line Communications and Noise
A review of current methods and challenges of advanced deep learning-based non-intrusive load monitoring (NILM) in residential context | Litcius