Litcius/Paper detail

Solar Irradiance Prediction Using an Optimized Data Driven Machine Learning Models

Mantosh Kumar, Kumari Namrata, Nishant Kumar, Gaurav Saini

2023Journal of Grid Computing27 citationsDOI

Topics & Concepts

Mean squared errorSolar irradianceIrradianceComputer scienceMean absolute percentage errorSupport vector machineRandom forestMultilayer perceptronParametric statisticsMachine learningPerceptronArtificial intelligenceRoot mean squareAlgorithmArtificial neural networkStatisticsMathematicsMeteorologyEngineeringElectrical engineeringPhysicsQuantum mechanicsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques