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Fuzzy reasoning model using fuzzy Petri Nets for the monitoring of robotic assembly

Fuzzy reasoning model using fuzzy Petri Nets for the monitoring of robotic assembly
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摘要 This paper presented a fuzzy Petri net model to deal with the monitoring of robotic assembly. Based on the fuzzy Petri net model, an efficient composite reasoning mode was proposed to perform fuzzy reasoning automatiealy. It can determine whether there exists an antecedent-consequence relationship between two contact states. Furthermore, various types of sensor signals can be converted to the same form of real values between zero and one, and the contradiction among large number, high degree of truth and importance of input conditions can be resolved very well by introducing the weight factors and priorities for sensor signals. Finally, a peg- in-the-hole example was given to illustrate the reasonability and feasibility of the proposed model. This paper presented a fuzzy Petri net model to deal with the monitoring of robotic assembly. Based on the fuzzy Petri net model, an efficient composite reasoning mode was proposed to perform fuzzy reasoning automatically. It can determine whether there exists an antecedent-consequence relationship between two contact states. Furthermore, various types of sensor signals can be converted to the same form of real values between zero and one, and the contradiction among large number, high degree of truth and importance of input conditions can be resolved very well by introducing the weight factors and priorities for sensor signals. Finally, a peg-in-the-hole example was given to illustrate the reasonability and feasibility of the proposed model.
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第5期668-673,共6页 哈尔滨工业大学学报(英文版)
基金 Sponsored by the National High Technology Research and Development Prgram of China(Grant No2001AA42250)
关键词 fuzzy Petri nets robotic assembly process control contact states monitoring peg-in-the-hole 模糊技术 计算机技术 机器人 设计方案 控制系统
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参考文献6

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