Energy Procedia · 2016 · 31 citations · 22 references
EngineeringAutomotive EngineeringMechanical EngineeringAir PollutionCombustionDesign OptimizationCombustion ProcessesCompression-ignition EnginesEngine CalibrationEngine DesignEngine ModelingPremixed CombustionCompression IgnitionCompression Ignition CombustionDiesel Engine CombustionEmission Prediction ModelsEngine Combustion ModelingExhaust EmissionsExhaust Gas EmissionsModel-based Calibration
A premixed-charged compression ignition (PCCI) combustion mode has been applied to a Euro VI heavy-duty production engine to simultaneously diminish particulate matter and nitrogen oxide exhaust emissions. The considered methodology exploits statistical techniques to efficiently plan tests, analyze acquired data and provide cause-and-effect relationships about the observed phenomena. Regression models were designed to predict the desired outputs as functions of selected inputs. The model-based optimal calibration of the PCCI combustion led to a reduction of up to 90% in NOx and 99% in soot emissions, along with a fuel penalty of 9-13%, and an excessive increase in HC and CO.
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Metamodels for Computer-based Engineering Design: Survey and recommendations
Timothy W. Simpson, J.D. Poplinski, Patrick Koch et al. · Engineering With Computers · 2001 · 1.9K citations