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The dynamical model of an internal combustion engine based on its crank angle is used for misfire detection purposes. The engine fault is related to the firing behavior in the combustion chamber of an internal combustion engine, known as misfire. An engine used in radio controlled airplanes, is instrumented so it serves as an experimental platform oriented to the misfire emulation.