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According to the structure characteristics of foreign fibers detection system, the foreign fiber flow flux mathematical model and fiber detection system were designed. The information fusion clustering structure of foreign fiber flow flux was put forward. The data of the pressure difference, pressure, temperature, and density sensor which had impacted on flux were integrated and output by the Adaptive Resonance Theory-2 (ART - 2) network and BP network to clustering analysis of output space. The clustering control strategy will keep the output flow pressure stable, when the output pressure and temperature change. [ABSTRACT FROM AUTHOR]