智能传感器理论基础及应用

图书标准信息

• 作者 宋凯
• 出版社 电子工业出版社
• 出版时间 2020-12
• 版次 1
• ISBN 9787121402517
• 定价 69.80元
• 装帧 其他
• 开本 其他
• 纸张 胶版纸
• 页数 214页
• 字数 342千字

【内容简介】

本书系统、全面地阐述了智能传感器理论基础及应用技术，全书内容共7 章，第1 章绪论，介绍智能 传感器的历史背景及发展现状；第2 章智能传感器智能化功能及其实现技术，重点介绍智能传感器的基本功能、数据处理方式及其实现途径；第3 章智能传感器信息处理技术，介绍预测滤波器、时-频分析法、数据驱动法、熵方法、模式识别法5 种智能传感器信息处理技术；第4 章自确认传感器技术，介绍自确认传感器原理、结构、自确认传感器方法、主要功能；第5 章智能声发射传感器及其应用，介绍智能声发射传感器检测术及其在轴承故障诊断系统中的应用；第6 章智能气体传感器及其应用，介绍智能气体传感器技术及其在大气污染物检测中的应用；第7 章智能压力传感器及其应用，介绍智能压力传感器技术及其在火箭发动机试验台系统中的应用。

【作者简介】

宋凯，哈尔滨工业大学电气工程及自动化学院专职教师，硕士生导师；哈尔滨工业大学机器人技术与系统国家重点实验室博士后，先后讲授《智能仪器设计基础》、《基于DSP的智能仪器设计》等课程。

【目录】

目 录 

第1 章 绪论 ···············································································································.1 

1.1 传感器技术概述 ································································································.1 

1.2 现代传感器技术 ···································································································.2 

1.2.1 现代传感器技术特征 ····················································································.2 

1.2.2 集成/固态传感器的特点 ··············································································.2 

1.3 智能传感器概述 ······································································································.3 

1.3.1 智能传感器的定义 ························································································.3 

1.3.2 智能传感器的特点 ·····························································································.5 

1.3.3 智能传感器的组成 ·····························································································.6 

1.3.4 智能传感器的形式 ···························································································.7 

1.3.5 传感器智能化的途径 ·························································································.8 

1.3.6 智能传感器的发展及趋势······················································································.8 

1.3.7 智能传感器的开发重点 ························································································.9 

1.4 智能传感器中的软件方法 ························································································.9 

1.4.1 软件子模块 ·······································································································.10 

1.4.2 预处理 ··············································································································.10 

1.4.3 状态监测与故障检测模块 ······················································································.11 

1.5 智能传感器的实现方式 ··························································································.12 

1.5.1 非集成化智能传感器 ···················································································.12 

1.5.2 集成化智能传感器 ·······················································································.12 

1.5.3 智能传感器混合集成 ·······················································································.13 

参考文献 ·················································································································.14 

第2 章 智能传感器智能化功能及其实现技术 ·····························································.15 

2.1 智能传感器的基本功能 ······················································································.15 

2.1.1 智能传感器的自检技术 ··················································································.15 

2.1.2 智能传感器的自动校准技术 ··········································································.20 

2.1.3 智能传感器的量程自动转换技术········································································.23 

2.1.4 智能传感器的标度变换技术 ··············································································.26 

2.2 智能传感器测量数据处理 ·····················································································.28 

2.2.1 测量数据的非数值处理 ·····················································································.28 

2.2.2 系统误差的数据处理 ·······················································································.33 

2.2.3 随机误差的数据处理 ·················································································.42 

参考文献 ···········································································································.45 

第3 章 智能传感器信息处理技术 ···········································································.46 

3.1 概述 ·············································································································.46 

3.2 预测滤波器 ····································································································.46 

3.2.1 多项式预测滤波器 ··············································································.46 

3.2.2 灰色预测滤波器 ····························································································.47 

3.3 时?C频分析法 ·