Robert J. Middleton
University of Michigan
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Publication
Featured researches published by Robert J. Middleton.
International Journal of Engine Research | 2017
Prasad S Shingne; Robert J. Middleton; Dennis Assanis; Claus Borgnakke; Jason Martz
This two-part article presents a model for boosted and moderately stratified homogeneous charge compression ignition combustion for use in thermodynamic engine cycle simulations. The model consists of two components: one an ignition model for the prediction of auto-ignition onset and the other an empirical combustion rate model. This article focuses on the development and validation of the homogeneous charge compression ignition model for use under a broad range of operating conditions. Using computational fluid dynamics simulations of the negative valve overlap valve events typical of homogeneous charge compression ignition operation, it is shown that there is no noticeable reaction progress from low-temperature heat release, and that ignition is within the high-temperature regime (T > 1000 K), starting within the highest temperature cells of the computational fluid dynamics domain. Additional parametric sweeps from the computational fluid dynamics simulations, including sweeps of speed, load, intake manifold pressures and temperature, dilution level and valve and direct injection timings, showed that the assumption of a homogeneous charge (equivalence ratio and residuals) is appropriate for ignition modelling under the conditions studied, considering the strong sensitivity of ignition timing to temperature and its weak compositional dependence. Use of the adiabatic core temperature predicted from the adiabatic core model resulted in temperatures within ±1% of the peak temperatures of the computational fluid dynamics domain near the time of ignition. Thus, the adiabatic core temperature can be used within an auto-ignition integral as a simple and effective method for estimating the onset of homogeneous charge compression ignition auto-ignition. The ignition model is then validated with an experimental 92.6 anti-knock index gasoline-fuelled homogeneous charge compression ignition dataset consisting of 290 data points covering a wide range of operating conditions. The tuned ignition model predictions of θ 50 have a root mean square error of 1.7° crank angle and R2 = 0.63 compared to the experiments.
International Journal of Engine Research | 2018
Prasad S Shingne; Robert J. Middleton; Claus Borgnakke; Jason Martz
This article investigates the effects of intake pressure (boost) on the pre-ignition stratification and burn duration of homogeneous charge compression ignition combustion. Full cycle computational fluid dynamics simulations are performed with gasoline kinetics. An intake pressure sweep is performed while maintaining the same combustion timing and mean composition. The burn duration reduces with increasing boost, even though intake temperature is reduced to hold combustion timing constant. It is shown that the compositional stratification increases with boost whereas thermal stratification decreases. A quasi-dimensional model is employed to assess the effect of compositional stratification, pressure, mean temperature and isolate the effect of thermal stratification on burn duration. The analysis reveals that reducing charge temperature neutralizes the effect of increased boost on reactivity and the shorter burn durations at higher boost are primarily due to the lower thermal stratification. It is shown that higher pressures do not significantly increase the mixing and the lower thermal stratification is due to lower wall heat losses per unit charge mass. A follow-up set of non-reacting simulations with adiabatic walls corroborate this claim by revealing a constant magnitude of thermal stratification across the boost sweep.
Combustion and Flame | 2012
Jason Martz; George Lavoie; Hong G. Im; Robert J. Middleton; Aristotelis Babajimopoulos; Dionissios N. Assanis
Combustion and Flame | 2012
Robert J. Middleton; Jason Martz; George Lavoie; Aristotelis Babajimopoulos; Dennis N. Assanis
Combustion and Flame | 2011
Jason Martz; Robert J. Middleton; George Lavoie; Aristotelis Babajimopoulos; Dionissios N. Assanis
30th International Symposium on Combustion | 2015
Robert J. Middleton; Laura Manofsky Olesky; George Lavoie; Margaret S. Wooldridge; Dennis Assanis; Jason Martz
SAE 2016 World Congress and Exhibition | 2016
Robert J. Middleton; Omnaath Guptha Harihara Gupta; Han Yuan Chang; George Lavoie; Jason Martz
Fuel | 2015
Laura Manofsky Olesky; Robert J. Middleton; George Lavoie; Margaret S. Wooldridge; Jason Martz
SAE 2016 World Congress and Exhibition | 2016
Robert J. Middleton; Omnaath Guptha Harihara Gupta; Han Yuan Chang; George Lavoie; Jason Martz
SAE Technical Paper Series | 2018
Rani Kiwan; Robert J. Middleton; Anna G. Stefanopoulou