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From a control design point of view, modern diesel engines are dynamic, nonlinear, MIMO systems. This paper presents a method to find low-complexity black-box dynamic models suitable for model predictive control (MPC) of NOx and soot emissions based on on-line emissions measurements. A four-input-five-output representation of the engine is considered, with fuel injection timing, fuel injection duration,...
In the light of knowledge of statistics theory, the multi-element regression forecast algorithm is researched. Based on the experiments data of a two-stroke gasoline engine for unmanned aerial vehicle (UAV), a steady-state engine model is established by using a mathematical tool of stepwise regression. The procedure of modeling is described in detail. By comparing with experimental data, this model...
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