CN201402217Y - Bridge load detection device based on wireless sensor network - Google Patents
Bridge load detection device based on wireless sensor network Download PDFInfo
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Description
技术领域 technical field
本实用新型涉及一种桥梁荷载检测装置,特别涉及一种基于无线传感网络的桥梁荷载检测装置。The utility model relates to a bridge load detection device, in particular to a bridge load detection device based on a wireless sensor network.
背景技术 Background technique
在目前的桥梁荷载检测中,对于检测数据的传输均是采用有线的方式完成。由于桥梁结构具有自身结构复杂、跨度较大、所处地理环境恶劣等诸多特点,这就给桥梁荷载检测带来了许多不可避免的弊端:如接线工作量大、容易引入干扰信号、各种线缆不易区分、不便于携带和运输、成本较高等。In the current bridge load detection, the transmission of detection data is completed in a wired way. Because the bridge structure has many characteristics such as complex structure, large span, and harsh geographical environment, this brings many inevitable disadvantages to the bridge load detection: such as heavy wiring workload, easy introduction of interference signals, various lines The cables are not easy to distinguish, not easy to carry and transport, and the cost is higher.
随着交通事业的迅猛发展,桥梁荷载检测数据有线传输的弊端变得更加尖锐,而一种基于无线传感网络的检测系统渐渐地走进了人们的视线。美国、意大利等发达国家先后对信息的无线传输方式做出了很多的研究并且日趋成熟。但是国外的检测设备的价格往往比较昂贵,例如美国桥梁诊断公司推出的一款无线传感器节点的报价高达6万元人民币,整套设备的价格更是不菲,这明显不适合我国的国情与国民的消费水平。对于国内的一些大学喝研究机构也在从事这方面的研究工作。但是,迄今为止,国内还没有出现一款完整的、成型的由无线传感网络实现的桥梁荷载检测设备。With the rapid development of the transportation industry, the disadvantages of bridge load detection data wired transmission become more acute, and a detection system based on wireless sensor network has gradually come into people's sight. Developed countries such as the United States and Italy have successively made a lot of research on the wireless transmission of information and are becoming more and more mature. However, the price of foreign detection equipment is often relatively expensive. For example, the price of a wireless sensor node launched by the American Bridge Diagnostics Company is as high as 60,000 yuan, and the price of the whole set of equipment is even more expensive. This is obviously not suitable for my country's national conditions and people's needs. consumption level. Some domestic universities and research institutions are also engaged in research work in this area. However, so far, there has not been a complete and formed bridge load detection equipment realized by wireless sensor network in China.
发明内容 Contents of the invention
本实用新型的目的在于克服上述现有技术的不足,提供一种基于无线传感网络的桥梁荷载检测装置,能够实现桥梁静载动载检测数据的采集、自动处理、无线传输和分析评价等功能。The purpose of this utility model is to overcome the shortcomings of the above-mentioned prior art, and provide a bridge load detection device based on a wireless sensor network, which can realize functions such as collection, automatic processing, wireless transmission and analysis and evaluation of bridge static and dynamic load detection data .
本实用新型的技术方案是这样实现的:由应变采集模块、挠度采集模块、加速度采集模块、数据处理模块、无线收发模块、应变采集模块的供电模块和数据处理及无线收发模块的供电模块七个模块组成,应变采集模块、挠度采集模块和加速度采集模块分别与数据处理模块的模数转化端口相连;数据处理模块与无线收发模块通过SPI总线进行通信;数据处理模块与辅助存储器模块也是基于SPI总线通信的;无线收发模块汇节点SINK它与上位机的数据传输通过串行通信,应变采集模块的供电模块分别给应变采集模块和加速采集模块的偏置加法模块供电,数据处理及无线收发模块的供电模块给数据处理模块ATMega128L和无线收发模块CC2420供电。The technical scheme of the utility model is realized in this way: seven power supply modules of the strain acquisition module, the deflection acquisition module, the acceleration acquisition module, the data processing module, the wireless transceiver module, the strain acquisition module and the data processing and the wireless transceiver module Module composition, the strain acquisition module, the deflection acquisition module and the acceleration acquisition module are respectively connected to the analog-to-digital conversion port of the data processing module; the data processing module communicates with the wireless transceiver module through the SPI bus; the data processing module and the auxiliary memory module are also based on the SPI bus Communication; the wireless transceiver module sink node SINK and its data transmission with the upper computer through serial communication, the power supply module of the strain acquisition module supplies power to the bias addition module of the strain acquisition module and the acceleration acquisition module respectively, data processing and wireless transceiver module The power supply module supplies power to the data processing module ATMega128L and the wireless transceiver module CC2420.
应变采集模块由1K的应变片、精密微调电位器、仪表放大器AD620AN、偏置模块和应变采集供电模块等组成,两个1K的应变片和两个精密微调的电位器构成一个测量电桥,电桥的每半个桥臂由一个应变片和一个精密微调电位器串联构成,在两个电位器的非接地端,引出两根信号线作为放大模块的差分输入信号。The strain acquisition module is composed of 1K strain gauges, precision fine-tuning potentiometers, AD620AN instrumentation amplifiers, bias modules, and strain acquisition power supply modules. Two 1K strain gauges and two precision fine-tuning potentiometers form a measuring bridge. Each half of the bridge arm is composed of a strain gauge and a precision fine-tuning potentiometer in series. At the non-ground end of the two potentiometers, two signal lines are drawn out as the differential input signal of the amplifier module.
所述的偏置模块是一个分压器,由一个1K的电阻和一个2K的精密微调电位器串联组成,并在其两端加入+5V的电压,然后从电阻和电位器的连接点引出一条信号线接入仪表放大器AD620AN的5管脚,用以将负电压变为正电压。The bias module is a voltage divider, which is composed of a 1K resistor and a 2K precision trimmer in series, and a voltage of +5V is added to both ends of it, and then a wire is drawn from the connection point of the resistor and the potentiometer. The signal line is connected to
挠度采集模块由仪表电池9V和LVDT位移传感器组成,将仪表电池的正负极分别接到LVDT位移传感器的两根电源线上,将位移传感器的两根信号线分别接入数据处理模块的模数转化端口,其中任意一个和GND接地管脚上。The deflection acquisition module is composed of the instrument battery 9V and the LVDT displacement sensor. Connect the positive and negative poles of the instrument battery to the two power lines of the LVDT displacement sensor respectively, and connect the two signal lines of the displacement sensor to the module of the data processing module. conversion port, either one of them and GND on the ground pin.
加速度采集模块由+5V供电模块、加速度传感器YE5932A、偏置加法模块组成,该模块的偏置加法模块由芯片LM324、1个10K的电阻、1个20K的精密微调电位器和一个4.7uF的电解电容构成,将加速度传感器采集到的信号送入4.7uF电解电容的负极性端,将10K的电阻和20K的精密微调电位器串联,并在其两端加入+3V的电压,将电解电容的正极性端与电阻和电位器的连接点相连,并从此点引出信号线至LM324的3端口,同时将LM324的4端口接入+5V电压,11端口接地,1和2端口相互连接,将经过加法后的信号LM324的1端口送入模数转化ADC端口,其中任意一个,以便数据处理模块进行数据的处理。The acceleration acquisition module is composed of +5V power supply module, acceleration sensor YE5932A, and offset addition module. The offset addition module of this module consists of chip LM324, a 10K resistor, a 20K precision trimmer potentiometer and a 4.7uF electrolytic Capacitor composition, the signal collected by the acceleration sensor is sent to the negative terminal of the 4.7uF electrolytic capacitor, the 10K resistor and the 20K precision trimming potentiometer are connected in series, and the voltage of +3V is added to both ends of the electrolytic capacitor. The neutral end is connected to the connection point of the resistor and the potentiometer, and the signal line is drawn from this point to the 3 port of the LM324. At the same time, the 4 port of the LM324 is connected to +5V voltage, the 11 port is grounded, and the 1 and 2 ports are connected to each other.
数据处理及无线收发模块的供电模块即+3.3V供电模块,由两节干电池和芯片MAX1678构成,将两节干电池的正极输入与它的1、4、7端口连接,5、6端口跟电池的负极相连,8端口输出3.3V的电压,在1和7端口之间连入一个47uH的电感,8端口与地之间接一个10uF的电解电容。The power supply module of data processing and wireless transceiver module is +3.3V power supply module, which is composed of two dry batteries and chip MAX1678. Negative connection,
应变采集模块的供电模块由两节干电池和芯片MAX631构成,用两节干电池为MAX631芯片提供1.5V~3.0V的输入电压,MAX631的4端口作为电池电压的输入,1、3和7端口接地,5端口作为转化电压的输出端口,同时在4端口和电池正极之间接上一个330mH的电感,在5端口和地之间接上一个0.1uF的电解电容。The power supply module of the strain acquisition module is composed of two dry batteries and the chip MAX631. Two dry batteries are used to provide an input voltage of 1.5V to 3.0V for the MAX631 chip. The 4 ports of the MAX631 are used as the input of the battery voltage, and the 1, 3 and 7 ports are grounded.
本检实用新型采用无线传感网络的技术,数据的传输采用基于ZigBeX协议的无线传输模式,避免了有线传输模式的大规模的布线,降低了检测成本,提高了桥梁检测的工作效率。This inspection utility model adopts the technology of wireless sensor network, and the data transmission adopts the wireless transmission mode based on ZigBeX protocol, which avoids the large-scale wiring of the wired transmission mode, reduces the detection cost, and improves the work efficiency of bridge detection.
附图说明 Description of drawings
图1是无线桥梁荷载检测装置结构框图;Fig. 1 is a structural block diagram of a wireless bridge load detection device;
图2是应变采集模块原理框图;Fig. 2 is a schematic block diagram of the strain acquisition module;
图3是应变采集模块的偏置模块原理框图;Fig. 3 is a functional block diagram of the bias module of the strain acquisition module;
图4是挠度采集模块接口框图;Fig. 4 is a block diagram of the interface of the deflection acquisition module;
图5是加速度采集模块接口框图;Fig. 5 is a block diagram of the interface of the acceleration acquisition module;
图6是加速度采集模块的偏置加法模块原理框图;Fig. 6 is the functional block diagram of the offset addition module of the acceleration acquisition module;
图7是应变采集模块的供电框图;Fig. 7 is a power supply block diagram of the strain acquisition module;
图8是数据处理及无线收发模块的供电框图;Fig. 8 is a power supply block diagram of data processing and wireless transceiver module;
下面结合附图对本实用新型的内容作进一步详细说明。Below in conjunction with accompanying drawing, the content of the present utility model is described in further detail.
具体实施方式 Detailed ways
本实用新型的基于无线传感网络的桥梁荷载检测装置由应变传感器、位移传感器、加速度传感器、采集放大滤波电路、AVR单片机、射频芯片CC2420、电源供电模块电路、下载调试器、以及计算机等组成。本实用新型的基于无线传感网络的桥梁荷载检测装置主要由传感器数据的采集模块、数据的处理模块、数据的无线传输模块(具有数据发送和接收功能)组成。各个模块之间是相互独立的,数据处理模块通过ADC(模数转换器)端口与数据采集模块相连接,数据的无线传输模块通过SPI总线与数据处理模块实现通信,数据传输模块又通过串口通信实现与上位机的连接。上位机负责监控各下位机模块,可以向无线传输模块发布路由信息,也可接收处理各模块传来的检测数据,显示数据信息和波形。各模块执行上位机的指令,向上位机传送检测数据。UART接口电路负责无线收发模块与上位机间的串行通信。The utility model bridge load detection device based on wireless sensor network is composed of strain sensor, displacement sensor, acceleration sensor, acquisition amplification filter circuit, AVR single-chip microcomputer, radio frequency chip CC2420, power supply module circuit, download debugger, and computer. The bridge load detection device based on the wireless sensor network of the utility model is mainly composed of a sensor data acquisition module, a data processing module, and a data wireless transmission module (with data sending and receiving functions). Each module is independent of each other. The data processing module is connected to the data acquisition module through the ADC (analog-to-digital converter) port. The data wireless transmission module communicates with the data processing module through the SPI bus, and the data transmission module communicates through the serial port. Realize the connection with the host computer. The upper computer is responsible for monitoring each lower computer module, can issue routing information to the wireless transmission module, and can also receive and process detection data from each module, and display data information and waveforms. Each module executes the instructions of the upper computer and transmits the detection data to the upper computer. The UART interface circuit is responsible for the serial communication between the wireless transceiver module and the host computer.
首先利用TinyOS集成开发环境对数据处理和无线传输程序进行编译,通过AVRStudio将编译后的目标文件下载到ATMega128L中,利用上位机的应用程序设置串行通信的相关参数,并打开通信端口,同时上位机也可以利用无线的方式将由路由仿真平台获得的路由信息发送到各个传感器节点。然后将位移传感器、加速度传感器以及应变信号调理模块的输出信号接入到ATMega128L的模数转化(ADC)端口。接着打开各个传感器节点和SINK节点的开关,以及SINK节点与上位机通信的开关。通过上位机的程序可以看到各个传感器的数据信息和相关的波形图,在数据采集结束的时候,可以将本次采集的数据项生成报表,实现现场打印。First, use the TinyOS integrated development environment to compile the data processing and wireless transmission program, download the compiled target file to ATMega128L through AVRStudio, use the application program of the upper computer to set the relevant parameters of serial communication, and open the communication port, and at the same time, the upper computer The computer can also send the routing information obtained by the routing simulation platform to each sensor node in a wireless way. Then connect the output signals of the displacement sensor, acceleration sensor and strain signal conditioning module to the analog-to-digital conversion (ADC) port of ATMega128L. Then turn on the switch of each sensor node and SINK node, and the switch of communication between SINK node and host computer. Through the program of the upper computer, the data information of each sensor and the related waveform diagram can be seen. When the data collection is over, the data items collected this time can be generated into a report to realize on-site printing.
参照图1所示,应变数据采集模块、挠度数据采集模块和加速度数据采集模块分别跟数据处理模块的模数转化(ADC)端口相互连接,数据处理模块的核心是AVR单片机ATmega128L,该处理器内部集成了8个10位的模数转化(ADC)转化端口。由于在无线传输的过程中为了延长传输的距离,特采用了多跳中继的方式,这种方式会使某个节点的处理器汇集大量的数据,而处理器内部的存储空间是十分有限的,在此加入了辅助存储器模块——AT45DB041,该存储器模块包含2048个页面,每个页面有264个字节的空间,从而大大的增加了每个处理节点的存储容量。单片机与辅助存储器之间的通信是基于SPI总线的,单片机根据辅助存储器的读写操作码,在严格的时钟控制下,完成对辅助存储器的读写操作。无线收发模块采用的射频芯片——CC2420,该芯片支持802.15.4协议,MAC和PHY的帧格式由硬件自动产生,其内部集成了数字调制解调模块、模数转化(ADC)、DAC、直接上变频模块、二次变频低中频模块等。正是由于该芯片内部集成了功率放大器、低噪放大器和混频器,从而使无线收发模块的外围电路比较简单。对于单片机和无线收发模块的数据通信也是基于SPI总线的,其对应端口SI、SO、CSN、SCLK分别和单片机的MOSI、MISO、SS、SCK端口相连以实现数据通信。该装置的RF通信传输的信号是数字信号,传输频率在2.4G~2.4835GHz,共有16个传输信道,传输的路径由路由仿真平台生成的路由信息而确定,从而实现数据的多跳无线传输。汇节点(SINK)与上位机的通信是采用虚拟的串行通信。应变采集模块的供电模块也称为+5V供电模块,数据处理及无线收发模块的供电模块也称为+3.3V的供电模块。Referring to Fig. 1, the strain data acquisition module, the deflection data acquisition module and the acceleration data acquisition module are respectively connected to the analog-to-digital conversion (ADC) port of the data processing module. The core of the data processing module is the AVR microcontroller ATmega128L, and the processor internal Integrates eight 10-bit analog-to-digital conversion (ADC) conversion ports. In order to prolong the transmission distance in the process of wireless transmission, a multi-hop relay method is adopted. This method will make the processor of a certain node collect a large amount of data, and the storage space inside the processor is very limited. , adding an auxiliary memory module - AT45DB041, which contains 2048 pages, each page has a space of 264 bytes, thus greatly increasing the storage capacity of each processing node. The communication between the single chip microcomputer and the auxiliary memory is based on the SPI bus. The single chip microcomputer completes the read and write operation of the auxiliary memory under strict clock control according to the read and write operation code of the auxiliary memory. The radio frequency chip adopted by the wireless transceiver module - CC2420, the chip supports the 802.15.4 protocol, the frame format of MAC and PHY is automatically generated by the hardware, and it integrates digital modem module, analog-to-digital conversion (ADC), DAC, direct Up-conversion module, secondary frequency conversion low-intermediate frequency module, etc. It is because the power amplifier, low noise amplifier and mixer are integrated inside the chip, so that the peripheral circuit of the wireless transceiver module is relatively simple. The data communication between the single-chip microcomputer and the wireless transceiver module is also based on the SPI bus, and its corresponding ports SI, SO, CSN, and SCLK are respectively connected to the MOSI, MISO, SS, and SCK ports of the single-chip microcomputer to realize data communication. The signal transmitted by the RF communication of the device is a digital signal, the transmission frequency is 2.4G ~ 2.4835GHz, and there are 16 transmission channels in total. The transmission path is determined by the routing information generated by the routing simulation platform, so as to realize multi-hop wireless transmission of data. The communication between sink node (SINK) and upper computer adopts virtual serial communication. The power supply module of the strain acquisition module is also called a +5V power supply module, and the power supply module of the data processing and wireless transceiver module is also called a +3.3V power supply module.
参照图2所示,装置的应变采集模块中,它由电桥、弱信号放大模块和+5V的供电模块组成。电桥中包含两个1K的应变片(从BSGA1和BSGA2分别接入),两个精密微调的电位器(R1和R2),电桥的半个桥臂由一个应变片和一个精密微调电位器串联构成,在两个电位器的非接地端,引出两根信号线作为放大模块的差分输入信号。由于模数转化(ADC)端口只能识别正电压,而差分信号的放大输出有正负,因此在应变传感器模块中加入偏置模块,参照图3所示,它是一个分压器,由一个1K(Rb)的电阻和一个2K(ZER01)的精密微调电位器串联组成,并在其两端加入+5V的电压,然后从电阻和电位器的连接点引出一条信号线接入仪表放大器AD620AN的5管脚,用以将负电压变为正电压。同时,电桥和仪表放大模块都利用+5V的供电模块供电。Referring to Figure 2, in the strain acquisition module of the device, it is composed of a bridge, a weak signal amplification module and a +5V power supply module. The bridge contains two 1K strain gauges (respectively connected from BSGA1 and BSGA2), two fine-tuning potentiometers (R1 and R2), half of the bridge arm is composed of a strain gauge and a fine-tuning potentiometer It is formed in series, and at the non-ground ends of the two potentiometers, two signal lines are drawn out as the differential input signals of the amplifier module. Since the analog-to-digital conversion (ADC) port can only recognize positive voltage, and the amplified output of the differential signal has positive and negative signals, a bias module is added to the strain sensor module, as shown in Figure 3, it is a voltage divider composed of a A 1K (Rb) resistor and a 2K (ZER01) precision trimmer potentiometer are connected in series, and a voltage of +5V is added to both ends of it, and then a signal line is drawn from the connection point of the resistor and the potentiometer to be connected to the
参照图4所示,挠度采集模块接口图中,采用9V的仪表电池给LVDT位移传感器供电。由于一般的桥梁静载时的下挠值通常非常小,最大的不会超过3个厘米,所以如果位移传感器相对于桥梁的位置摆放适当的话,其信号输出线两端电压的极性是不变的。鉴于这样的缘故,位移传感器输出端的信号可以直接连接到处理模块的模数转化(ADC)端口中,处理模块将A/D转化的结果送入模数转化(ADC)寄存器中,以作为无线收发模块的数据来源。Referring to Figure 4, in the interface diagram of the deflection acquisition module, a 9V meter battery is used to power the LVDT displacement sensor. Since the deflection value of a general bridge under static load is usually very small, the largest will not exceed 3 cm, so if the position of the displacement sensor relative to the bridge is properly placed, the polarity of the voltage at both ends of the signal output line is not correct. changing. For this reason, the signal at the output of the displacement sensor can be directly connected to the analog-to-digital conversion (ADC) port of the processing module, and the processing module sends the A/D converted result into the analog-to-digital conversion (ADC) register as a wireless transceiver The data source for the module.
参照图5所示,加速度采集模块接口图,在本装置中采用的加速度传感器在合理的输出量程范围内(在当前档位下,指针摆动要超过1/3量程且小于2/3量程),它的输出电压范围在正负1V之间。鉴于模数转化(ADC)端口不能转化负电压,在此处引入偏置加法模块,参照图6所示,它由芯片LM324,1个10K的电阻、1个20K的精密微调电位器和一个10uF的电解电容构成,为加速度传感器的输出信号提供1.2V的偏置电压。将加速度传感器采集到的信号送入4.7uF电解电容的负极性端,将10K的电阻和20K的精密微调电位器串联,并在其两端加入+3V(两节电池提供)的电压,将电解电容的正极性端与电阻和电位器的连接点相连,并从此点引出信号线至LM324的3端口,同时将LM324的4端口接入+5V电压,11端口接地,1和2端口相互连接。偏置加法模块的供电依然利用+5V的供电模块。然后将经过加法后的信号(LM324的1端口)送入模数转化(ADC)端口,以便数据处理模块进行数据的处理。Referring to the interface diagram of the acceleration acquisition module shown in Figure 5, the acceleration sensor used in this device is within a reasonable output range (in the current gear, the pointer swing should exceed 1/3 of the range and be less than 2/3 of the range). Its output voltage range is between plus and minus 1V. In view of the fact that the analog-to-digital conversion (ADC) port cannot convert negative voltages, a bias addition module is introduced here, as shown in Figure 6, which consists of a chip LM324, a 10K resistor, a 20K precision trimmer and a 10uF Composed of electrolytic capacitors, it provides a 1.2V bias voltage for the output signal of the acceleration sensor. Send the signal collected by the acceleration sensor to the negative terminal of the 4.7uF electrolytic capacitor, connect a 10K resistor and a 20K precision trimmer in series, and add +3V (provided by two batteries) to both ends of the electrolytic capacitor. The positive terminal of the capacitor is connected to the connection point of the resistor and the potentiometer, and the signal line is drawn from this point to
参照图7所示,应变采集模块的供电模块,也就是前面提及到的+5V供电模块,利用两节干电池为MAX631芯片提供1.5V~3.0V的输入电压,MAX631的4端口作为电池电压的输入,1、3和7端口接地,5端口作为转化电压的输出端口,在电池供电正常的情况,该端口的输出电压为+5V。同时,MAX631的外围电路十分简单,在4端口和电池正极之间接上一个330mH的储能电感,在5端口和地之间接上一个100uF的电解电容,用以去除噪声。Referring to Figure 7, the power supply module of the strain acquisition module, that is, the +5V power supply module mentioned above, uses two dry batteries to provide an input voltage of 1.5V to 3.0V for the MAX631 chip, and the 4 ports of the MAX631 are used as the battery voltage. Input,
参照图8所示,该供电模块采用的是MAX1678芯片,两节干电池的正极输入与它的1、4、7端口连接,5、6端口跟电池的负极相连,8端口输出3.3V的电压,在1和7端口之间连入一个47uH的电感,8端口与地之间接一个10uF的电解电容。该模块主要是用来给数据处理模块和无线收发模块的芯片供电。As shown in Figure 8, the power supply module uses the MAX1678 chip, the positive input of two dry batteries is connected to its 1, 4, 7 ports, 5, 6 ports are connected to the negative pole of the battery, and the 8 port outputs a voltage of 3.3V. Connect a 47uH inductance between
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101551282B (en) * | 2009-05-11 | 2013-06-05 | 长安大学 | Bridge load detection system based on wireless sensor network |
| CN103148889A (en) * | 2012-12-25 | 2013-06-12 | 中国神华能源股份有限公司 | Bridge detection analysis system and bridge detection analysis method |
| CN103398682A (en) * | 2013-08-08 | 2013-11-20 | 宁波海创天下信息科技有限公司 | Bridge displacement monitoring system and bridge displacement monitoring method |
| CN105763614A (en) * | 2016-03-15 | 2016-07-13 | 原胜利 | Civil engineering monitoring system based on wireless communication |
| CN105973627A (en) * | 2016-05-26 | 2016-09-28 | 东南大学 | Long-gauge-length-strain-influence-envelope-based bridge damage identification method |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101551282B (en) * | 2009-05-11 | 2013-06-05 | 长安大学 | Bridge load detection system based on wireless sensor network |
| CN103148889A (en) * | 2012-12-25 | 2013-06-12 | 中国神华能源股份有限公司 | Bridge detection analysis system and bridge detection analysis method |
| CN103398682A (en) * | 2013-08-08 | 2013-11-20 | 宁波海创天下信息科技有限公司 | Bridge displacement monitoring system and bridge displacement monitoring method |
| CN105763614A (en) * | 2016-03-15 | 2016-07-13 | 原胜利 | Civil engineering monitoring system based on wireless communication |
| CN105973627A (en) * | 2016-05-26 | 2016-09-28 | 东南大学 | Long-gauge-length-strain-influence-envelope-based bridge damage identification method |
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