Enhanced energy-efficient load prediction in smart grids using bidirectional LSTM and gated recurrent unit networks
Elango Kannan, Ramesh Jayaraman, Cherukupalli Kumar, Gandhi Raj Rajamani
Topics & Concepts
Computer scienceSmart gridPredictabilityEnergy consumptionEnergy (signal processing)Stability (learning theory)GridFocus (optics)Mean squared errorArtificial intelligencePower (physics)Machine learningReduction (mathematics)Real-time computingEnergy managementData miningNode (physics)Recurrent neural networkPower consumptionElectric power systemReliability engineeringUnit (ring theory)Mean squared prediction errorMean absolute percentage errorDistributed computingArtificial neural networkHome automationSmart Grid Energy ManagementEnergy Load and Power ForecastingSmart Grid Security and Resilience