AI-assisted transient emission prediction for diesel engines based on a novel hybrid model combined multiple machine learning algorithms and XGBoost
Jianxiong Liao, Yuhan Liu, Haojin Wang, Xiujie He, Yaoting Huang, Zhiqiang Han, Jia Fang, Peng Chen, Jie Hu
Topics & Concepts
AlgorithmMachine learningHyperparameterTransient (computer programming)Computer scienceArtificial intelligenceDiesel fuelHybrid algorithm (constraint satisfaction)Hybrid systemDiesel engineNonlinear systemArtificial neural networkTest dataPerformance predictionMean squared errorVehicle emissions and performanceAdvanced Combustion Engine TechnologiesEngineering Applied Research