Light Gradient Boosting Machine (LightGBM) to forecasting data and assisting the defrosting strategy design of refrigerators
Chenxi Ni, Haihong Huang, Pei‐Pei Cui, Qingdi Ke, Shiyao Tan, Kim Tiow Ooi, Zhifeng Liu
Topics & Concepts
DefrostingReliability (semiconductor)Gradient boostingBoosting (machine learning)Computer scienceArtificial intelligenceMachine learningReliability engineeringPower (physics)EngineeringAir conditioningQuantum mechanicsRandom forestPhysicsMechanical engineeringHeat Transfer and OptimizationRefrigeration and Air Conditioning TechnologiesHeat Transfer and Boiling Studies