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Investigate Weld Quality of Gas Metal Arc Welding Process Through Online Monitoring of Input Parameters
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作者 Nishadi WEERASINGHE Banuka PANDITHASEKARA Dulaj THENNAKOON 《Instrumentation》 2021年第3期52-66,共15页
Gas metal arc welding(GMAW)is also referred as the metal inert gas(MIG)welding which is a process of welding done by the formation of an electric arc between the consumable wire electrode and the workpiece.Through the... Gas metal arc welding(GMAW)is also referred as the metal inert gas(MIG)welding which is a process of welding done by the formation of an electric arc between the consumable wire electrode and the workpiece.Through the welding process,a continuous flow of inert gas is supplied,and it avoids the weld being subjected to react with atmospheric air.The process can be automatic or semi-automatic where the main input parameters like current and the voltage can be direct and constant,respectively.Not only the current and voltage the welding quality depends on some more input parameters such as arc gap,velocity,and temperature.In this paper,we explain about a setup which is capable of real-time monitoring of input parameters mentioned above and selecting the best MIG welding parameters for the mild steel.The setup is composed of several sensors and microcontrollers for the collection and the measurement of the input parameters.The samples were categorized according to the federate and the voltage adjustment of the selected welding machine.Then the final objective was to identify the samples of the weld with different parameter changes which are monitored through the system.For the analysis,the samples were subjected to tensile and hardness tests,and microstructure tests to find the dependence of the input parameters which effect for the weld quality.Finally,the experimental results verified the effectiveness of the system for the selection of the quality weld. 展开更多
关键词 real-time Metal Inert Gas(MIG) Gas Metal Arc welding(GMAW) Input Parameters Monitoring Setup weld quality
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Mis-estimation of coronary lesions and rectification by SYNTAX score feedback for coronary revascularization appropriateness 被引量:2
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作者 Shen Lin Heng Zhang +12 位作者 Si-Peng Chen Chen-Fei Rao Fan Wu Fa-Jun Zhou Yun Wang Hong-Bing Yan Ke-Fei Dou Yong-Jian Wu Yi-Da Tang Li-Hua Xie Chang-Dong Guan Bo Xu Zhe Zheng 《Chinese Medical Journal》 SCIE CAS CSCD 2020年第11期1276-1284,共9页
Background::Imprecise interpretation of coronary angiograms was reported and resulted in inappropriate revascularization.Synergy Between Percutaneous Coronary Intervention with Taxus and Cardiac Surgery(SYNTAX)score i... Background::Imprecise interpretation of coronary angiograms was reported and resulted in inappropriate revascularization.Synergy Between Percutaneous Coronary Intervention with Taxus and Cardiac Surgery(SYNTAX)score is a comprehensive system to evaluate the complexity of the overall lesions.We hypothesized that a real-time SYNTAX score feedback from image analysts may rectify the mis-estimation and improve revascularization appropriateness in patients with stable coronary artery disease(CAD).Methods::In this single-center,historical control study,patients with stable CAD with coronary lesion stenosis≥50%were consecutively recruited.During the control period,SYNTAX scores were calculated by treating cardiologists.During the intervention period,SYNTAX scores were calculated by image analysts immediately after coronary angiography and were provided to cardiologists in real-time to aid decision-making.The primary outcome was revascularization deemed inappropriate by Chinese appropriate use criteria for coronary revascularization.Results::A total of 3245 patients were enrolled and assigned to the control group(08/2016-03/2017,n=1525)or the intervention group(03/2017-09/2017,n=1720).For SYNTAX score tertiles,17.9%patients were overestimated and 4.3%were underestimated by cardiologists in the control group.After adjustment,inappropriate revascularization significantly decreased in the intervention group compared with the control group(adjusted odds ratio[OR]:0.83;95%confidence interval[CI]:0.73-0.95;P=0.007).Both inappropriate percutaneous coronary intervention(adjusted OR:0.82;95%CI:0.74-0.92;P<0.001)and percutaneous coronary intervention utilization(adjusted OR:0.88;95%CI:0.79-0.98;P=0.016)decreased significantly in the intervention group.There was no significant difference in 1-year adverse cardiac events between the control group and the intervention group.Conclusions::Real-time SYNTAX score feedback significantly reduced inappropriate coronary revascularization in stable patients with CAD.Clinical trial registration::Nos.NCT03068858 and NCT02880605;https://www.clinicaltrials.gov. 展开更多
关键词 real-time SYNTAX score Coronary revascularization Appropriate use criteria quality improvement
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低代码可视化AI技术加速船舶焊接工艺智能化
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作者 孙斌 吴艳明 +4 位作者 叶军 易武 朱红艳 樊闪闪 陈嘉良 《材料开发与应用》 CAS 2023年第5期58-69,共12页
在焊接质量分析及检测的智能化应用研究创新过程中,需要利用工业机理模型和分析方法进行可视化、低代码化和智能化构建。焊接工艺低代码可视化分析提供了一种基于机理模型的信号分析方法,可以帮助船舶制造行业解决焊接过程中的质量问题... 在焊接质量分析及检测的智能化应用研究创新过程中,需要利用工业机理模型和分析方法进行可视化、低代码化和智能化构建。焊接工艺低代码可视化分析提供了一种基于机理模型的信号分析方法,可以帮助船舶制造行业解决焊接过程中的质量问题。该软件包括U-I相图、特征分析和短路专属分析等分析功能,以船舶发动机焊接为案例进行实证分析,结合U-I相图等由用户自主构建焊缝质量评分体系,将其封装为AI模型实现实时质量评分,验证了该软件对焊接质量分析和评估的有效性,提高了焊接质量评价效率和准确性。 展开更多
关键词 焊接质量分析 实时质量评分 U-I相图 特征分析
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