Optimization of diesel engine dual-variable geometry turbocharger regulated two-stage turbocharging system based on radial basis function neural network-quantum genetic algorithm
Published in Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2021
Guangmeng Zhou, Ruilin Liu, Zhongjie Zhang, Chunhao Yang, Haojian Ding
A simulation model of dual-VGT RTST diesel engine is established in GT-power software. The model includes cylinders, injectors, turbochargers, crankcases, intercoolers, and intake and exhaust pipes, as shown in Figure 1. The combustion model uses the oil droplet evaporation model in the GT-power software (Hiroyasu and Arai 1990), and the heat transfer model directly uses the semi-empirical Woschni heat transfer model obtained by dimensional analysis (Woschni 1967). Since both high-pressure and low-pressure stage are VGT, and turbine characteristics vary with the variation of blade opening, 5 sets of Turbine characteristic test data are input into the “Turbine Map” template, corresponding to 20, 40, 60, 80, and 100%, respectively. The definition is applied using the following Formula: