金属加工（热加工）Issue(3)：44-48,55,6.
基于置信规则库推理的机器人焊接特征参数预测研究
Characteristic parameters prediction of robotic welding based on belief rule base inference
袁杰 1王伟 1翟志国 1李维锋 1柳冉 1林永章 1刘海林 1钟洋1
作者信息
- 1. 海洋石油工程股份有限公司 天津 300461
- 折叠
摘要
Abstract
Welding is a complex process,and accurately predicting the characteristic process parameters is crucial to ensuring the quality of weld formation.Among the factors affecting weld formation quality,there are uncertainties,including unknown influences and inaccurate variable values.Traditional data-driven methods,including rule base reasoning and various neural network approaches,generally establish deterministic models when predicting weld formation quality,neglecting the impact of uncertainties.This paper introduces the belief rule-based reasoning method,which can address uncertainties in the welding process.By fully considering various uncertainties,a belief rule base reasoning rule base for the welding process is established.This method has achieved better results in predicting actual welding process parameters compared to traditional rule base reasoning methods and neural networks.关键词
置信规则库推理/机器人焊接/特征参数预测/质量预测Key words
belief rule base inference/robotic welding/characteristic parameter prediction/quality prediction引用本文复制引用
袁杰,王伟,翟志国,李维锋,柳冉,林永章,刘海林,钟洋..基于置信规则库推理的机器人焊接特征参数预测研究[J].金属加工（热加工）,2025,(3):44-48,55,6.
