High-dimensional, unsupervised cell clustering for computationally efficient engine simulations with detailed combustion chemistry

作者: Federico Perini

DOI: 10.1016/J.FUEL.2012.11.015

关键词:

摘要: … combustion systems – such as internal combustion engines –… ignition (HCCI) engine combustion. The multidimensional … and the potential of the partitioning approach mainly rely on …

参考文章(53)
Greg Hamerly, Making k-means Even Faster. siam international conference on data mining. pp. 130- 140 ,(2010)
Rolf D Reitz, FB Bracco, On the Dependence of Spray Angle and Other Spray Parameters on Nozzle Design and Operating Conditions 1979 Automotive Engineering Congress and Exposition. ,(1979) , 10.4271/790494
Amar Patel, Song-Charng Kong, Rolf D. Reitz, Development and Validation of a Reduced Reaction Mechanism for HCCI Engine Simulations SAE 2004 World Congress & Exhibition. ,(2004) , 10.4271/2004-01-0558
Alexander Hinneburg, Charu C. Aggarwal, Daniel A. Keim, What Is the Nearest Neighbor in High Dimensional Spaces very large data bases. pp. 506- 515 ,(2000)
S.H. Lam, D.A. Goussis, Understanding complex chemical kinetics with computational singular perturbation Symposium (International) on Combustion. ,vol. 22, pp. 931- 941 ,(1989) , 10.1016/S0082-0784(89)80102-X
Olivier Herbinet, William J. Pitz, Charles K. Westbrook, Detailed chemical kinetic mechanism for the oxidation of biodiesel fuels blend surrogate Combustion and Flame. ,vol. 157, pp. 893- 908 ,(2010) , 10.1016/J.COMBUSTFLAME.2009.10.013
T LU, C LAW, Strategies for mechanism reduction for large hydrocarbons: n-heptane Combustion and Flame. ,vol. 154, pp. 153- 163 ,(2008) , 10.1016/J.COMBUSTFLAME.2007.11.013
David J. Torres, Mario F. Trujillo, KIVA-4 Journal of Computational Physics. ,vol. 219, pp. 943- 975 ,(2006) , 10.1016/J.JCP.2006.07.006
J. A. Hartigan, M. A. Wong, A K-Means Clustering Algorithm Journal of The Royal Statistical Society Series C-applied Statistics. ,vol. 28, pp. 100- 108 ,(1979) , 10.2307/2346830
Sage Kokjohn, Reed Hanson, Derek Splitter, John Kaddatz, Rolf D. Reitz, Fuel Reactivity Controlled Compression Ignition (RCCI) Combustion in Light- and Heavy-Duty Engines SAE International journal of engines. ,vol. 4, pp. 360- 374 ,(2011) , 10.4271/2011-01-0357