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Ensemble learning for predicting average thermal extraction load of a hydrothermal geothermal field: A case study in Guanzhong Basin, China

Ruyang Yu, Kai Zhang, Brindha Ramasubramanian, Shu Jiang, Seeram Ramakrishna, Yuhang Tang

2024Energy24 citationsDOI

Topics & Concepts

Boosting (machine learning)AdaBoostGeothermal gradientGradient boostingEnsemble learningComputer scienceMachine learningArtificial intelligenceMean squared errorRandom forestEnsemble forecastingAlgorithmStatisticsMathematicsGeologySupport vector machineGeophysicsReservoir Engineering and Simulation MethodsGeothermal Energy Systems and ApplicationsEnergy Load and Power Forecasting