CN102495009A - Wireless sensing method for gas detection and device thereof - Google Patents
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Abstract
一种气体检测无线传感方法及装置。该装置包括传感单元、处理器单元、无线收发单元和电池单元;其中传感单元包括激光器电流和温度控制器、可调激光二极管模块、气室、光电二极管和模数转换器;激光器电流和温度控制器驱动可调激光二极管模块输出恒定功率的激光,并且该激光的波长在被测气体吸收谱线范围内扫描,该激光通过气室由光电二极管接收转化为电信号,然后由模数转换器采集为被测数字信号并交给处理器单元,处理器单元根据从激光器电流和温度控制器反馈的同步信号将被测数字信号重构为被测气体吸收谱,并根据标定的标准气体吸收谱计算被测气体浓度,气体浓度的结果由无线收发单元传输。本装置体积小、结构简单,工作稳定、组网灵活。
A wireless sensing method and device for gas detection. The device includes a sensing unit, a processor unit, a wireless transceiver unit and a battery unit; wherein the sensing unit includes a laser current and temperature controller, an adjustable laser diode module, an air chamber, a photodiode and an analog-to-digital converter; the laser current and The temperature controller drives the adjustable laser diode module to output a constant power laser, and the wavelength of the laser scans within the absorption spectrum of the gas to be measured. The laser passes through the gas chamber and is converted into an electrical signal by the photodiode, and then converted by analog to digital. The measured digital signal is collected by the detector and delivered to the processor unit. The processor unit reconstructs the measured digital signal into the measured gas absorption spectrum according to the synchronous signal fed back from the laser current and temperature controller, and according to the calibrated standard gas absorption The spectrum calculates the concentration of the measured gas, and the result of the gas concentration is transmitted by the wireless transceiver unit. The device is small in size, simple in structure, stable in work and flexible in networking.
Description
技术领域 technical field
本发明涉及一种气体检测无线传感方法及装置。The invention relates to a gas detection wireless sensing method and device.
背景技术 Background technique
光纤传感技术是20世纪70年代伴随光纤通信技术的发展而迅速发展起来的,以光波为载体,光纤为媒质,感知和传输外界被测量信号的新型传感技术。基于光纤的光学检测系统相比较于传统的光学传感系统说有很多优势。最主要的一点是可以设计一个稳定无源的探头在恶劣环境中工作,远离监测站,这在严酷环境的应用中是非常具有优势的因素。其次是可以开发复用网络系统,通过预设在光缆中的传播媒介,单个的解调单元可以监测多个低成本无源传感头。但是,常规的硅光纤存在一个问题,就是传输光谱受到限制只能从可见光到近红外区域(600nm~2000nm)。通常来说气体在中红外和远红外区域的吸收要强于近红外区域,所以工作在近红外区域将影响气体的测量精度。很多文献中都使用几十米甚至上百米的长气室,提高吸收信号的强度;或者控制被测气体的压力,降低气压使吸收谱线变窄信号变清晰。以上方法可以降低信号处理的难度,提高测量的精度,但是这些方法使检测系统变得体积庞大,结构复杂,限制了该方法的实用性。Optical fiber sensing technology was developed rapidly with the development of optical fiber communication technology in the 1970s. It uses light waves as the carrier and optical fiber as the medium to perceive and transmit external measured signals. Fiber-based optical detection systems have many advantages over traditional optical sensing systems. The most important point is that a stable passive probe can be designed to work in a harsh environment, far away from the monitoring station, which is a very advantageous factor in harsh environment applications. Secondly, a multiplexing network system can be developed. Through the preset propagation medium in the optical cable, a single demodulation unit can monitor multiple low-cost passive sensing heads. However, there is a problem with the conventional silicon optical fiber, that is, the transmission spectrum is limited only from visible light to near-infrared region (600nm~2000nm). Generally speaking, the absorption of gas in the mid-infrared and far-infrared regions is stronger than that in the near-infrared region, so working in the near-infrared region will affect the measurement accuracy of gases. Many literatures use long gas chambers of tens of meters or even hundreds of meters to increase the intensity of the absorption signal; or control the pressure of the measured gas to reduce the pressure to make the absorption line narrow and the signal clear. The above methods can reduce the difficulty of signal processing and improve the accuracy of measurement, but these methods make the detection system bulky and complex, which limits the practicability of the method.
另外,随着微机电系统、无线通信和数字电子技术的发展,使得开发小尺寸和短距离无线通信的传感节点成为可能。无线传感节点具有低成本、低功耗和多功能的特点,一般由传感、数据处理和通信部分组成。大量分布在传感区域内的无线传感节点组成了无线传感网络,它们可以是相对独立工作的个体也能组成相互合作的网络。一方面,无线传感点自带处理器,可在本地执行运算并只传输测量结果,而不是原始的数据。另一方面,传感节点间必须相互合作建立数据的路由,将测量结果都传输到sink节点和最终用户。In addition, with the development of MEMS, wireless communication and digital electronic technology, it becomes possible to develop sensing nodes with small size and short-distance wireless communication. The wireless sensor node has the characteristics of low cost, low power consumption and multi-function, and generally consists of sensing, data processing and communication parts. A large number of wireless sensor nodes distributed in the sensing area form a wireless sensor network, and they can be relatively independent individuals or form a cooperative network. On the one hand, wireless sensing points have their own processors that perform calculations locally and transmit only measurements, not raw data. On the other hand, sensor nodes must cooperate with each other to establish data routing and transmit measurement results to sink nodes and end users.
发明内容 Contents of the invention
要解决的技术问题:将光纤传感气体检测技术和无线传感技术结合,发明一种新型的气体检测无线传感方法及装置,解决原有光纤传感气体检测技术体积庞大、结构复杂、组网不灵活的问题。Technical problem to be solved: Combining optical fiber sensing gas detection technology with wireless sensing technology, inventing a new type of wireless sensing method and device for gas detection, solving the problem of bulky, complex structure and assembly problems of the original optical fiber sensing gas detection technology The problem of network inflexibility.
本发明解决其技术问题所采用的技术方案是:The technical solution adopted by the present invention to solve its technical problems is:
一种气体检测无线传感装置,它包括传感单元、处理器单元、无线收发单元和电池单元;其中传感单元包括激光器电流和温度控制器、可调激光二极管模块、气室、光电二极管和模数转换器;其激光器电流和温度控制器与可调激光二极管模块电路相连,光电二极管和模数转换器电路相连,气室位于可调激光二极管模块和光电二极管之间,处理器单元一边与模数转换器电路相连,一边与激光器电流和温度控制器电路相连,电池单元分别与传感单元、处理器单元及无线收发单元电路相连并给供电。A wireless sensing device for gas detection, which includes a sensing unit, a processor unit, a wireless transceiver unit and a battery unit; wherein the sensing unit includes a laser current and temperature controller, an adjustable laser diode module, a gas chamber, a photodiode and Analog-to-digital converter; the laser current and temperature controllers are connected to the adjustable laser diode module circuit, the photodiode is connected to the analog-to-digital converter circuit, the gas chamber is located between the adjustable laser diode module and the photodiode, and the processor unit is connected to the The analog-to-digital converter circuit is connected, one side is connected with the laser current and temperature controller circuit, and the battery unit is respectively connected with the sensor unit, the processor unit and the wireless transceiver unit circuit and supplies power.
本发明的气体检测无线传感装置中,可调激光二极管模块是分布式反馈激光器模块,内部包括一块热电冷却器。In the gas detection wireless sensor device of the present invention, the adjustable laser diode module is a distributed feedback laser module, which includes a thermoelectric cooler inside.
本发明的气体检测无线传感装置工作方法是:激光器电流和温度控制器驱动可调激光二极管模块输出恒定功率的激光,并且该激光的波长在被测气体吸收谱线范围内扫描,该激光通过气室由光电二极管接收转化为电信号,然后由模数转换器采集为被测数字信号并交给处理器单元,处理器单元根据从激光器电流和温度控制器反馈的同步信号将被测数字信号重构为被测气体吸收谱,并根据标定的标准气体吸收谱计算被测气体浓度,气体浓度的结果由无线收发单元传输。The working method of the gas detection wireless sensor device of the present invention is: the laser current and temperature controller drive the adjustable laser diode module to output a constant power laser, and the wavelength of the laser scans within the range of the absorption spectrum of the gas to be measured, and the laser passes through The gas chamber is received by the photodiode and converted into an electrical signal, and then collected by the analog-to-digital converter as a digital signal to be measured and delivered to the processor unit. The processor unit converts the digital signal to be measured according to the synchronous signal fed back from the laser current and temperature controller. The measured gas absorption spectrum is reconstructed, and the measured gas concentration is calculated according to the calibrated standard gas absorption spectrum, and the result of the gas concentration is transmitted by the wireless transceiver unit.
本发明的的气体检测无线传感装置中,处理器单元的数据处理方法包括相关平移算法和最小二乘法解冗余线性方程,首先计算被测气体吸收谱和标准气体吸收谱的相关系数,并移动被测气体吸收谱的位置直到相关系数最大,然后根据下式用最小二乘法求被移动后的被测气体吸收谱R(λ1)和标准气体吸收谱R0(λ1)之间的线性系数ρ,该系数就是被测气体浓度。In the gas detection wireless sensor device of the present invention, the data processing method of the processor unit includes a correlation translation algorithm and a least square method to solve redundant linear equations, firstly calculate the correlation coefficient between the measured gas absorption spectrum and the standard gas absorption spectrum, and Move the position of the measured gas absorption spectrum until the correlation coefficient is maximum, and then use the least square method to find the difference between the measured gas absorption spectrum R(λ 1 ) and the standard gas absorption spectrum R 0 (λ 1 ) according to the following formula The linear coefficient ρ, which is the measured gas concentration.
可调激光二极管模块是分布式反馈激光器模块,内部包括一块热电冷却器,通过调制分布式反馈激光器的温度控制波长的输出。电池单元给传感器单元、处理器单元和无线收发单元供电。传感器单元、处理器单元和无线收发单元空闲时处于待机状态,当收到无线信号命令时被激活进入工作状态,工作完成后返回待机状态。The tunable laser diode module is a distributed feedback laser module, which includes a thermoelectric cooler to control the wavelength output by modulating the temperature of the distributed feedback laser. The battery unit supplies power to the sensor unit, processor unit and wireless transceiver unit. The sensor unit, processor unit and wireless transceiver unit are in the standby state when they are idle, and are activated to enter the working state when receiving a wireless signal command, and return to the standby state after the work is completed.
本发明的有益效果是:这种气体检测无线传感方法和结构,可独立工作,根据无线信号命令激活完成气体检测任务;组网灵活,避免了电源连接和通信连接的限制;结构简单,工作稳定,改进了硬件和数据处理方法。The beneficial effects of the present invention are: the gas detection wireless sensing method and structure can work independently, and can be activated according to the wireless signal command to complete the gas detection task; the networking is flexible, and the limitation of power connection and communication connection is avoided; the structure is simple, and the work Stable, improved hardware and data processing methods.
附图说明 Description of drawings
图1是气体检测无线传感结构图Figure 1 is a gas detection wireless sensor structure diagram
图中:1.传感单元,2.处理器单元,3.无线收发单元,4.电池单元,5.激光器电流和温度控制器,6.可调激光二极管模块,7.气室,8.光电二极管,9.模数转换器,10.热电冷却器。In the figure: 1. Sensing unit, 2. Processor unit, 3. Wireless transceiver unit, 4. Battery unit, 5. Laser current and temperature controller, 6. Adjustable laser diode module, 7. Air chamber, 8. Photodiode, 9. Analog-to-digital converter, 10. Thermoelectric cooler.
图2是被测气体吸收谱Figure 2 is the measured gas absorption spectrum
具体实施方式 Detailed ways
本发明的气体检测无线传感结构,如图1所示,包括传感单元1、处理器单元2、无线收发单元3和电池单元4,其中传感单元1包括激光器电流和温度控制器5、可调激光二极管模块6、气室7、光电二极管8和模数转换器9;其激光器电流和温度控制器5与可调激光二极管模块6电路相连,光电二极管8和模数转换器9电路相连,气室7位于可调激光二极管模块6和光电二极管8之间,处理器单元2一边与模数转换器9电路相连,一边与激光器电流和温度控制器5电路相连,电池单元4分别与传感单元1、处理器单元2及无线收发单元3电路相连并给供电。其激光器电流和温度控制器5驱动可调激光二极管模块6输出恒定功率的激光,并且该激光的波长在被测气体吸收谱线范围内扫描,该激光通过气室7由光电二极管8接收转化为电信号,然后由模数转换器9采集为被测数字信号并交给处理器单元2,处理器单元2根据从激光器电流和温度控制器5反馈的同步信号将被测数字信号重构为被测气体吸收谱,并根据标定的标准气体吸收谱计算被测气体浓度,气体浓度的结果由无线收发单元9传输。The gas detection wireless sensing structure of the present invention, as shown in Figure 1, includes a
处理器单元的数据处理方法包括相关平移算法和最小二乘法解冗余线性方程。由于温度调制和波长输出存在滞后,且滞后的程度和环境温度相关,重构的气体吸收谱和标定的标准气体吸收谱位置之间存在差异,引起浓度测量的误差。所以首先计算被测气体吸收谱和标准气体吸收谱的相关系数,并移动被测气体吸收谱的位置直到相关系数最大,将被测气体吸收谱平移到标准气体吸收谱的位置,该方法称为相关平移算法。然后根据下式用最小二乘法求被移动后的被测气体吸收谱R(λ1)和标准气体吸收谱R0(λ1)之间的线性系数ρ,该系数就是被测气体浓度。The data processing method of the processor unit includes a correlation translation algorithm and a least square method for solving redundant linear equations. Due to the hysteresis between temperature modulation and wavelength output, and the degree of hysteresis is related to the ambient temperature, there is a difference between the reconstructed gas absorption spectrum and the calibrated standard gas absorption spectrum position, which causes the error of concentration measurement. Therefore, first calculate the correlation coefficient between the measured gas absorption spectrum and the standard gas absorption spectrum, and move the position of the measured gas absorption spectrum until the correlation coefficient is maximum, and translate the measured gas absorption spectrum to the position of the standard gas absorption spectrum. This method is called Related translation algorithms. Then calculate the linear coefficient ρ between the shifted measured gas absorption spectrum R(λ 1 ) and the standard gas absorption spectrum R 0 (λ 1 ) by the least square method according to the following formula, and this coefficient is the measured gas concentration.
本实施方案用二氧化碳作为被测气体进行试验,选择测量二氧化碳在近红外区域的1572nm处的吸收谱线。二氧化碳在该区域的吸收强度较低,是甲烷的1/400,可以验证本发明的测量精度。试验得到不同浓度二氧化碳的吸收谱如图2所示,本实施方案可测量浓度范围0-100%的二氧化碳气体,测量精度可达到0.3%。In this embodiment, carbon dioxide is used as the measured gas for testing, and the absorption line of carbon dioxide at 1572 nm in the near-infrared region is selected for measurement. The absorption intensity of carbon dioxide in this area is low, which is 1/400 of that of methane, which can verify the measurement accuracy of the present invention. The absorption spectra of different concentrations of carbon dioxide obtained from the test are shown in FIG. 2 . This embodiment can measure carbon dioxide gas with a concentration range of 0-100%, and the measurement accuracy can reach 0.3%.
可调激光二极管模块6是分布式反馈激光器模块LECENT D2526,内部包括一块热电冷却器10,通过调制分布式反馈激光器的温度控制波长的输出。电池单元4给传感器单元1、处理器单元2和无线收发单元3供电,完成一次气体检测任务耗电量为1.26mAh。传感器单元1、处理器单元2和无线收发单元3空闲时处于待机状态,当收到无线信号命令时被激活进入工作状态,工作完成后返回待机状态。本发明所用的处理器单元2是TI专为无线传感网络开发的是16位精简指令集计算机MSP430F2274,指令周期时间为62.5ns,拥有32kB的闪存和1kB随机存取存储器。无线收发单元3是低成本、低功耗,工作在2400~2483MHz频段的RF收发器CC2500。The tunable
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104280157A (en) * | 2014-11-07 | 2015-01-14 | 上海艾络格电子技术有限公司 | Low-power-consumption transmitter |
| CN109444064A (en) * | 2018-12-25 | 2019-03-08 | 青岛海纳光电环保有限公司 | Calibrating gas detection device and system |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060044562A1 (en) * | 2004-08-25 | 2006-03-02 | Norsk Elektro Optikk As | Gas monitor |
| CN1849507A (en) * | 2003-09-12 | 2006-10-18 | Ir微系统股份有限公司 | Gas detection method and gas detector device |
| CN102128812A (en) * | 2010-12-29 | 2011-07-20 | 重庆大学 | Laser remote energy supply-based device and method for detecting trace gas |
-
2011
- 2011-11-21 CN CN2011103707434A patent/CN102495009A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1849507A (en) * | 2003-09-12 | 2006-10-18 | Ir微系统股份有限公司 | Gas detection method and gas detector device |
| US20060044562A1 (en) * | 2004-08-25 | 2006-03-02 | Norsk Elektro Optikk As | Gas monitor |
| CN102128812A (en) * | 2010-12-29 | 2011-07-20 | 重庆大学 | Laser remote energy supply-based device and method for detecting trace gas |
Non-Patent Citations (3)
| Title |
|---|
| CLINTON J.SMITH ET AL: "Low-power Wireless Trace Gas Sensing Network", 《SPIE PROCEEDINGS》 * |
| J.M.GONG ET AL: "Enhancement of wavelength detection accuracy in fiber Bragg grating sensors by using a spectrum correlation technique", 《OPTICS COMMUNICATIONS》 * |
| 张帅 等: "Gas leakage monitoring with scanned-wavelength direct absorption spectroscopy", 《CHINESE OPTICS LETTERS》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104280157A (en) * | 2014-11-07 | 2015-01-14 | 上海艾络格电子技术有限公司 | Low-power-consumption transmitter |
| CN109444064A (en) * | 2018-12-25 | 2019-03-08 | 青岛海纳光电环保有限公司 | Calibrating gas detection device and system |
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