Application of clustering fusion on foreign fibers measure-control system

作者：Du Yu Hong^*; Jiang Xiu Ming; Yang Gong Yuan

来源：Journal of Dong Hua University (english Edition), 2010, 27(4): 571-577.

• Adaptive resonance theory
• BP networks
• Clustering analysis
• Clustering control
• Detection system
• Fiber flow
• Foreign fiber
• Foreign fibers detection
• Output flow
• Pressure and temperature
• Pressure differences
• Structure characteristic

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.

• 出版日期2010
• 单位天津工业大学