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Statistically designed experiments were developed to investigate the nature of soot, to understand its role in oil viscosity growth, and to study the interactions involved with additives that inhibit viscosity growth. The matrix was designed to examine effects of engine type, mode of operation, and the oil formulations. Mack EM6-285 and GM 6.2L engines operating under both high speed and high torque conditions were used in this study. An API CE\SG quality lubricant was used as the baseline. The detergent sulfonate substrate was varied from standard to three-fold levels; the dispersant TBN contribution ranged from 1.1 to over 3.0. The surface and bulk exhaust soot properties were determined. Colloidal suspension stability and rheology were measured to evaluate the design factor effects on the formation of soot and subsequent effects on oil thickening. The Mack EM6-285 engine produced less soot, less oil viscosity growth, and less oxidation than the GM 6.2L engine.