|
|||||
|
|
| 基于神经网络的光纤光栅电流传感器的温度补偿 | |
| 引用本文： | 郭颖,? 周王民 马戎 刘德峰 魏志武 魏光虎.基于神经网络的光纤光栅电流传感器的温度补偿[J].传感技术学报,2008,21(9). |
| 作者姓名： | 郭颖 ? 周王民 马戎 刘德峰 魏志武 魏光虎 |
| 作者单位： | 1. 西北工业大学理学院光信息科学与技术研究所,陕西省光信息技术重点实验室,西安,710072;陕西理工学院物理系,陕西,汉中,723001 2. 西北工业大学理学院光信息科学与技术研究所,陕西省光信息技术重点实验室,西安,710072 3. 西北工业大学自动化学院,西安,710072 |
| 摘 要： | 分析了光纤光栅电流传感器的温度特性,表明传感器的输出受环境温度的影响大且很难消除。利用神经网络具有可以逼近任意非线性函数的特点,提出了用人工神经网络对光纤光栅电流传感器进行温度补偿的方法,实现传感器输出特性的非线性校正。通过Matlab语言编程仿真实验表明,该方法可以有效地消除温度的影响。 |
| 关 键 词： | 光纤光栅 神经网络 电流传感器 温度补偿 |
Temperature Compensation of FBG Current Sensor based on artificial neural network |
|
| Guo Ying,? Zhou wang-Ming Ma Rong Liu De-Feng Wei Zhi-wu Wei Guang-hu.Temperature Compensation of FBG Current Sensor based on artificial neural network[J].Journal of Transduction Technology,2008,21(9). | |
| Authors: | Guo Ying ? Zhou wang-Ming Ma Rong Liu De-Feng Wei Zhi-wu Wei Guang-hu |
| Abstract: | A method for temperature compensation of fiber Bragg grating current sensor based on artificial neural network is presented in this paper. The output characteristics of FBG current sensors are analyzed. It is found that the response of the current sensor is nonlinear and the sensor suffers from the influence of temperature, which is hard to avoid. The paper introduces the way to solve the above problems by creating a neural network, training the network and simulating the network with Matlab language. It is revealed from the simulation results that the influence of environmental temperature fluctuation can be eliminated effectively. |
| Keywords: | fiber Bragg Grating(FBG) neural network current sensor temperature compensation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |
| 点击此处可从《传感技术学报》浏览原始摘要信息 | |
| 点击此处可从《传感技术学报》下载全文 | |