Artificial intelligence-based optimization of a giga-scale bifacial photovoltaic power plant using partitioned random vector reinforcement learning and Eurasian-Lynx optimization
Mohamed E. Zayed, Shafiqur Rehman, Hassan Z. Al Garni, Farouq Al-omari, Kashif Irshad, Mohamed Mohandes, Atif Saeed Alzahrani, Kotb M. Kotb
Topics & Concepts
Photovoltaic systemComputer scienceRobustness (evolution)Curse of dimensionalitySolar irradianceMultivariate adaptive regression splinesHyperparameterMachine learningAdaptabilitySupport vector machineRandom forestArtificial intelligenceRobust optimizationElectric power systemOptimization problemStatistical modelSolar powerMars Exploration ProgramKrigingPower (physics)Data miningFeature selectionModel selectionMultivariate random variableSolar energyStatistical powerMathematical optimizationHyperparameter optimizationDimensionality reductionMultivariate statisticsPower optimizationGlobal optimizationSelection (genetic algorithm)AlgorithmRegressionRegression analysisData modelingSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems