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Performance comparison on improved data-driven building energy prediction under data shortage scenarios in four perspectives: Data generation, incremental learning, transfer learning, and physics-informed

Guannan Li, Lei Zhan, Xi Fang, Jiajia Gao, Chengliang Xu, Xin He, Jiahui Deng, Chenglong Xiong

2024Energy10 citationsDOI

Topics & Concepts

Economic shortageTransfer of learningEnergy transferComputer scienceEnergy (signal processing)Machine learningArtificial intelligenceData scienceEngineeringPhysicsEngineering physicsGovernment (linguistics)LinguisticsQuantum mechanicsPhilosophyBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies
Performance comparison on improved data-driven building energy prediction under data shortage scenarios in four perspectives: Data generation, incremental learning, transfer learning, and physics-informed | Litcius