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温度变送器多耦合仿真优化设计方法OA

Design of multi-coupling simulation optimization for temperature transmitter

中文摘要英文摘要

为提高温度变送器仿真模型的真实性、交互性、故障诊断能力和参考价值,以更好地服务于机器学习、故障诊断等领域,通过耦合Multisim、LabVIEW和Matlab三种仿真平台实现多耦合仿真.为验证模型的可靠性,通过实验测量比较温度变送器实物、传统电路仿真模型和多耦合优化仿真模型的时域参数,并通过傅里叶变换,比较两种仿真模型幅频特性的差别.实验数据显示:两种仿真模型与实际插件测量所得数据十分接近,误差均不超过0.05,但时域特征相差8~13个数量级;幅频特性上,多耦合仿真模型的起伏度是传统仿真模型的108~1010倍,所得参数更贴合实际,用于神经网络训练时能有效提高故障诊断准确率.实验结果表明,多耦合仿真方案可行,环境因素仿真表现良好,仿真维度全面,拓展功能强大,具有极大的发展潜力.

In order to enhance the authenticity,interactivity,fault diagnosis capability and reference value of the temperature transmitter simulation model,and better support fields such as machine learning and fault diagnosis,a multi-coupling simulation is realized by integrating three simulation platforms:Multisim,LabVIEW and Matlab.In order to verify the reliability of the model,the time-domain parameters of the physical temperature transmitter,the traditional circuit simulation model,and the multi-coupled optimized simulation model are measured and compared by the experiments.Moreover,the differences in the amplitude-frequency characteristics of the two simulation models are compared by means of Fourier transform.The experimental data shows that the data obtained from the two simulation models are very close to those measured from the actual plug-in,with the error not exceeding 0.05,while their time-domain characteristics differ by 8 to 13 orders of magnitude.In terms of amplitude-frequency characteristics,the fluctuation range of the multi-coupled simulation model is 108 to 1010 times that of the traditional simulation model.The obtained parameters are more consistent with actual conditions,and can effectively improve the accuracy of fault diagnosis when applied to neural network training.The experimental results show that the multi-coupling simulation scheme is feasible.It delivers excellent performance in simulating environmental factors,features comprehensive simulation dimensions and powerful extended functions,and boasts great development potential.

邵卓承;马杰;刘明辉;陈盼辉

海军工程大学,湖北 武汉 430030海军工程大学,湖北 武汉 430030海军工程大学,湖北 武汉 430030海军工程大学,湖北 武汉 430030

信息技术与安全科学

温度变送器仪表仿真MultisimLabVIEWMatlab耦合仿真

temperature transmitterinstrument simulationMultisimLabVIEWMatlabcoupled simulation

《现代电子技术》 2026 (20)

8-15,21,9

10.16652/j.issn.1004-373X.2026.20.002

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