Optimizing combined-cycle power plant operations using an LSTM-attention hybrid model for load forecasting
Anping Wan, Chenyu Du, Khalil AL-Bukhaiti, Peng Chen
Topics & Concepts
Computer scienceArtificial neural networkWeightingMean squared errorWind powerScheduling (production processes)Mean absolute percentage errorAdaptabilityEnergy (signal processing)Power stationGridPower (physics)Baseline (sea)Wind speedMode (computer interface)Autoregressive integrated moving averageTime seriesGas compressorKey (lock)Hybrid powerElectricity generationElectric power systemEfficient energy useElectrical loadEngineeringNonlinear autoregressive exogenous modelReal-time computingWork (physics)TurbofanLoad profileReliability engineeringSteam turbineAutoregressive modelEnergy consumptionEnergy managementArtificial intelligenceApproximation errorBridge (graph theory)LagEnergy Load and Power ForecastingStock Market Forecasting MethodsForecasting Techniques and Applications