TY - JOUR
T1 - Calibration method on improving simulating accuracy of combustion process in diesel engine
AU - Li, Xiangrong
AU - Chen, Yanlin
AU - Zhao, Luming
AU - Liu, Fushui
N1 - Publisher Copyright:
© 2017, Editorial Department of the Transactions of the Chinese Society of Agricultural Engineering. All right reserved.
PY - 2017/2/15
Y1 - 2017/2/15
N2 - To improve the computation accuracy of combustion process simulation in diesel engine, a new calibration method of numerical model was proposed in this paper, and the calibration of spray process and combustion process were combined together. For the calibration of spray process, the key parameters of WAVE spray breakup model and Dukowicz evaporation model should be calibrated with experimental results, including spray liquid penetration, spray penetration and spray profile, which were measured in constant volume combustion bomb. Based on the calibration results of spray process, the simulation of combustion process required appropriate combustion model, the key parameters of which were calibrated by the experimental data in a single cylinder diesel engine, including the in-cylinder pressure and heat release rate. To validate the proposed method, a spray mesh and a moving mesh were established in AVL Fire software to calibrate the spray models and combustion model respectively. As with the meshes for the spray process, spray models parameters (including WAVE model parameter C2, Dukowicz parameters E1 and E2) were calibrated. To obtain proper value of C2, E1 and E2, the effects of spray model parameters on simulating results were studied and the eventual results were validated by experimental spray liquid penetration, spray penetration and spray profile, which were measured in experiment of free jet spray. Based on the calibration results of spray process, the optimal C2, E1 and E2 were applied in the simulation of combustion process. Firstly, eddy break-up (EBU) model was selected and calibration of relevant parameter A was completed in different injection conditions. The results showed that the EBU model was precisely appropriate for single injection but not for split injections, for the chemical reaction kinetics was not considered in combustion process simulation as couldn't predict combustion of fuel in pilot injection accurately. Then ECFM-3Z model was adopted and the model parameters include auto-ignition model parameter (Amp), mixing model parameter (Mmp), chemical reaction time (Crt) and extinction temperature (Et). The effect of those parameters on numerical results was also studied. Then based on the results, the value of all parameters was verified and the accuracy of combustion model was validated by experimental results of a single cylinder diesel engine with single injection and split injections respectively. The calibration results showed that the numerical model could predict combustion process precisely both in single injection and in split injection conditions. It could be concluded that the ECFM-3Z model was appropriate for single injection and split injections. As an important reference, the common calibration method was also adopted to calibrate the numerical model. The results showed that the common calibration method couldn't simulate the spray process accurately. The common calibration method only considered the in-cylinder pressure and heat release rate, as may lead much uncertainty in spray development, evaporation and the fuel-air mixture formation, which influence combustion process a lot. Obviously, the application of the new calibration method could accurately simulate the whole working processes including spray, evaporation and combustion both in single injection and split injections, which improved the simulation accuracy and extends the application range compared with the common calibration method.
AB - To improve the computation accuracy of combustion process simulation in diesel engine, a new calibration method of numerical model was proposed in this paper, and the calibration of spray process and combustion process were combined together. For the calibration of spray process, the key parameters of WAVE spray breakup model and Dukowicz evaporation model should be calibrated with experimental results, including spray liquid penetration, spray penetration and spray profile, which were measured in constant volume combustion bomb. Based on the calibration results of spray process, the simulation of combustion process required appropriate combustion model, the key parameters of which were calibrated by the experimental data in a single cylinder diesel engine, including the in-cylinder pressure and heat release rate. To validate the proposed method, a spray mesh and a moving mesh were established in AVL Fire software to calibrate the spray models and combustion model respectively. As with the meshes for the spray process, spray models parameters (including WAVE model parameter C2, Dukowicz parameters E1 and E2) were calibrated. To obtain proper value of C2, E1 and E2, the effects of spray model parameters on simulating results were studied and the eventual results were validated by experimental spray liquid penetration, spray penetration and spray profile, which were measured in experiment of free jet spray. Based on the calibration results of spray process, the optimal C2, E1 and E2 were applied in the simulation of combustion process. Firstly, eddy break-up (EBU) model was selected and calibration of relevant parameter A was completed in different injection conditions. The results showed that the EBU model was precisely appropriate for single injection but not for split injections, for the chemical reaction kinetics was not considered in combustion process simulation as couldn't predict combustion of fuel in pilot injection accurately. Then ECFM-3Z model was adopted and the model parameters include auto-ignition model parameter (Amp), mixing model parameter (Mmp), chemical reaction time (Crt) and extinction temperature (Et). The effect of those parameters on numerical results was also studied. Then based on the results, the value of all parameters was verified and the accuracy of combustion model was validated by experimental results of a single cylinder diesel engine with single injection and split injections respectively. The calibration results showed that the numerical model could predict combustion process precisely both in single injection and in split injection conditions. It could be concluded that the ECFM-3Z model was appropriate for single injection and split injections. As an important reference, the common calibration method was also adopted to calibrate the numerical model. The results showed that the common calibration method couldn't simulate the spray process accurately. The common calibration method only considered the in-cylinder pressure and heat release rate, as may lead much uncertainty in spray development, evaporation and the fuel-air mixture formation, which influence combustion process a lot. Obviously, the application of the new calibration method could accurately simulate the whole working processes including spray, evaporation and combustion both in single injection and split injections, which improved the simulation accuracy and extends the application range compared with the common calibration method.
KW - Combustion
KW - Diesel engine
KW - Model
KW - Simulation
KW - Spray
KW - Verification and validation
UR - http://www.scopus.com/inward/record.url?scp=85017251872&partnerID=8YFLogxK
U2 - 10.11975/j.issn.1002-6819.2017.04.015
DO - 10.11975/j.issn.1002-6819.2017.04.015
M3 - Article
AN - SCOPUS:85017251872
SN - 1002-6819
VL - 33
SP - 102
EP - 110
JO - Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering
JF - Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering
IS - 4
ER -