CN104748689A - Train catenary height non-contact measuring system based on parallel laser radars - Google Patents
Train catenary height non-contact measuring system based on parallel laser radars Download PDFInfo
- Publication number
- CN104748689A CN104748689A CN201510190546.2A CN201510190546A CN104748689A CN 104748689 A CN104748689 A CN 104748689A CN 201510190546 A CN201510190546 A CN 201510190546A CN 104748689 A CN104748689 A CN 104748689A
- Authority
- CN
- China
- Prior art keywords
- laser radar
- train
- height
- catenary
- module
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000012545 processing Methods 0.000 claims abstract description 28
- 238000005259 measurement Methods 0.000 claims description 48
- 230000005540 biological transmission Effects 0.000 claims description 8
- 230000000737 periodic effect Effects 0.000 claims 1
- 238000000034 method Methods 0.000 description 6
- 238000010586 diagram Methods 0.000 description 5
- 238000012937 correction Methods 0.000 description 2
- 230000032683 aging Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000004020 conductor Substances 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 230000009977 dual effect Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 230000003137 locomotive effect Effects 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000000691 measurement method Methods 0.000 description 1
Landscapes
- Optical Radar Systems And Details Thereof (AREA)
Abstract
Description
技术领域technical field
本发明涉及激光测距技术领域,具体涉及一种基于并行激光雷达以及太阳高度角逆跟踪技术的铁路接触网导线高度的快速、高精度测量系统。The invention relates to the technical field of laser distance measurement, in particular to a fast and high-precision measurement system for the height of railway catenary wires based on parallel laser radar and solar altitude angle inverse tracking technology.
背景技术Background technique
电力机车在行驶过程中,通过其顶端的受电弓从接触网获取持续不断的电能。但是,火车在行驶过程中,由于外界地形起伏、布线结构以及外界环境因素等影响,导致接触网高度存在不同程度的变化,进而导致因受电弓搭接角度调整不及时而造成经常性的电弧放点,影响能效利用率。因此,必须采取一定的技术手段,在火车行进过程中对当前接触网高度进行短距离快速预测,为受电弓搭接角度提供实时反馈。公开号为CN202229747U的专利,采用拉线传感器的方式进行接触网高度测量。由于该方法采用的是接触式的高度间接测量,使用过程中存在如下问题:一是长期机械接触式测量,对测量设备的磨损老化较为严重;二是间接式测量常常不能反映接触网高度的真实情况;三是只能利用拉线传感器形变后的结果反推测量结果,很难做到高度短期预测。公开号为CN2300909的专利,采用超声雷达进行接触网高度测量。该方法虽然采用非接触式测量,但超声雷达传感器容易受到其他声波干扰,且与激光雷达相比反应较慢。而公开号为CN103852011A的专利,虽然采用的是激光雷达进行测量,但是没有充分考虑其他杂光,尤其是太阳光对测量结果的影响。When the electric locomotive is running, it obtains continuous electric energy from the catenary through the pantograph at its top. However, during the running of the train, due to the influence of external terrain fluctuations, wiring structure and external environmental factors, the height of the catenary varies to varying degrees, which in turn leads to frequent electric arcs due to the untimely adjustment of the pantograph lap angle. Put some, affect energy efficiency utilization. Therefore, certain technical means must be adopted to quickly predict the current catenary height in a short distance while the train is moving, and provide real-time feedback for the pantograph lap angle. The patent whose publication number is CN202229747U adopts the mode of pull wire sensor to measure the height of catenary. Because this method adopts the indirect measurement of contact height, there are the following problems in the process of use: first, the long-term mechanical contact measurement, the wear and aging of the measuring equipment is relatively serious; second, the indirect measurement often cannot reflect the real height of the catenary The third is that the results of the deformation of the wire sensor can only be used to reverse the measurement results, and it is difficult to achieve a high degree of short-term prediction. Publication number is the patent of CN2300909, adopts ultrasonic radar to carry out catenary height measurement. Although this method uses non-contact measurement, the ultrasonic radar sensor is susceptible to other sound wave interference, and the response is slower compared with the lidar. However, the patent with publication number CN103852011A uses laser radar for measurement, but does not fully consider the influence of other stray lights, especially sunlight, on the measurement results.
发明内容Contents of the invention
本发明为解决现有接触网导线测量方法中,采用超声雷达传感器容易受到其他声波干扰,采用激光雷达时易受其它杂光影响测量结果等问题,提供一种基于并行激光雷达的火车接触网高度非接触式测量系统。In order to solve the problems that the ultrasonic radar sensor is easily interfered by other sound waves in the existing catenary wire measurement method, and the measurement results are easily affected by other stray lights when the laser radar is used, the present invention provides a train catenary height based on parallel laser radar Non-contact measuring system.
基于并行激光雷达的火车接触网高度非接触式测量系统,所述测量系统固定在火车顶部受电弓装置前方规定距离处;该系统包括激光雷达阵列、GPS太阳高度角定位模块、数据采集及处理模块、激光雷达对准角度调整模块和接触网高度输出模块;A non-contact measurement system for train catenary height based on parallel laser radar, the measurement system is fixed at a specified distance in front of the pantograph device on the top of the train; the system includes a laser radar array, a GPS solar altitude angle positioning module, data acquisition and processing module, lidar alignment angle adjustment module and catenary height output module;
所述GPS太阳高度角定位模块,用于实时获取火车当前位置、时间信息,计算当前太阳高度角;同时将太阳高度角信息传送至数据采集及处理模块;The GPS solar altitude positioning module is used to obtain the current position and time information of the train in real time, and calculate the current solar altitude; simultaneously, the solar altitude information is transmitted to the data acquisition and processing module;
所述数据采集及处理模块,用于将太阳高度角信息发送至激光雷达对准角度调整模块;还用于向激光雷达阵列发送时序驱动信号,控制激光雷达阵列中每个激光雷达依次等间隔循环测量,以实现接触网导线高度的连续测量,并对测量的接触网高度信息进行处理后发送至接触网高度输出模块;The data acquisition and processing module is used to send the sun altitude angle information to the laser radar alignment angle adjustment module; it is also used to send a timing drive signal to the laser radar array to control each laser radar in the laser radar array to cycle at equal intervals Measurement to realize the continuous measurement of the height of the catenary wire, and process the measured catenary height information and send it to the catenary height output module;
所述激光雷达阵列,根据接收数据采集及处理模块发送的时序驱动信号;对接触网导线当前位置进行快速定位扫描和高度测量;并将采集到的扫描数据依次传输给数据采集及处理模块;The laser radar array, according to the timing drive signal sent by the receiving data acquisition and processing module; performs rapid positioning scanning and height measurement on the current position of the catenary wire; and sequentially transmits the collected scanning data to the data acquisition and processing module;
所述激光雷达对准角度调整模块,根据接收数据采集及处理模块发送的太阳高度角信息,调整激光雷达阵列机械支撑臂的支撑方向,以控制激光雷达阵列的对准角度;The laser radar alignment angle adjustment module adjusts the support direction of the mechanical support arm of the laser radar array according to the sun altitude angle information sent by the received data collection and processing module, so as to control the alignment angle of the laser radar array;
所述接触网高度输出模块,用于接收数据采集与处理模块的接触网高度信息,并将所述接触网高度信息实时反馈至受电弓控制端;The catenary height output module is used to receive the catenary height information of the data acquisition and processing module, and feed back the catenary height information to the pantograph control terminal in real time;
接触网距离火车上表面高度的公式为:The formula for the height of the catenary from the upper surface of the train is:
H=Lcosαsinθ+dH=Lcosαsinθ+d
式中,θ为激光雷达与火车上表面夹角,α为接触网扫描位置与雷达扫描正前方位置夹角;L为激光雷达测得的接触网距离,d为激光雷达靶面距火车上表面高度修正值,H为接触网距离火车上表面高度。In the formula, θ is the angle between the lidar and the upper surface of the train, α is the angle between the catenary scanning position and the position directly in front of the radar scanning; L is the catenary distance measured by the lidar, and d is the distance between the lidar target surface and the upper surface of the train Height correction value, H is the height of the catenary from the upper surface of the train.
本发明的有益效果:本发明所述的测量系统,通过将多个激光雷达以分时复用方式并行工作来提高导线定位与测量速度;具体体现以下方面:Beneficial effects of the present invention: the measurement system described in the present invention improves wire positioning and measurement speed by operating multiple laser radars in parallel in a time-division multiplexing manner; specifically, the following aspects are embodied:
1、采用非接触式测量,可降低测量系统的复杂度和测量传感器的磨损;测量结果速度快,且具有较高的测量精度。1. The use of non-contact measurement can reduce the complexity of the measurement system and the wear of the measurement sensor; the measurement result is fast and has high measurement accuracy.
2、采用对接触网高度的直接测量,避免了其他间接方式测量过程中因其他因素而导致的测量错误情况;2. The direct measurement of catenary height is adopted to avoid measurement errors caused by other factors in the process of other indirect measurement;
3、采用激光雷达数量可变的并行激光雷达阵列,可根据具体测量的实时性需求,灵活的修改测量间隔。3. Using a parallel laser radar array with a variable number of laser radars, the measurement interval can be flexibly modified according to the real-time requirements of specific measurements.
4、采用太阳高度角跟踪模块,可通过调整激光雷达阵列调整角度,避免太阳直射对测量结果的影响。4. Using the solar altitude tracking module, the angle can be adjusted by adjusting the laser radar array to avoid the influence of direct sunlight on the measurement results.
附图说明Description of drawings
图1为本发明所述的基于并行激光雷达的火车接触网高度非接触式测量系统的框图;Fig. 1 is the block diagram of the non-contact measuring system of the train catenary height based on parallel lidar according to the present invention;
图2为本发明所述的基于并行激光雷达的火车接触网高度非接触式测量系统安装位置示意图;Fig. 2 is the schematic diagram of the installation position of the non-contact measuring system for the height of the train catenary based on parallel laser radar according to the present invention;
图3为本发明所述的基于并行激光雷达的火车接触网高度非接触式测量系统中激光雷达扫描轮廓曲线示意图;Fig. 3 is a schematic diagram of laser radar scan profile curves in the non-contact measuring system for the height of train catenary based on parallel laser radar according to the present invention;
图4为本发明所述的基于并行激光雷达的火车接触网高度非接触式测量系统中激光雷达阵列对准角度随太阳高度角调整示意图。Fig. 4 is a schematic diagram of adjusting the alignment angle of the laser radar array with the sun altitude angle in the non-contact measurement system for the height of the catenary catenary based on parallel laser radar according to the present invention.
具体实施方式Detailed ways
具体实施方式一、结合图1至图4说明本实施方式,基于并行激光雷达的接触网高度的快速高精度测量系统,包括激光雷达阵列、GPS太阳高度角定位模块、数据采集及处理模块、激光雷达对准角度调整结构和接触网高度输出模块。Specific Embodiments 1. This embodiment is described in conjunction with FIGS. 1 to 4. The fast and high-precision measurement system for catenary height based on parallel laser radar includes a laser radar array, a GPS solar altitude positioning module, a data acquisition and processing module, and a laser Radar alignment angle adjustment structure and catenary height output module.
所述整个测量装置固定在火车顶部受电弓装置前方规定距离处。所述规定距离处范围在1m~2m之间;The entire measuring device is fixed at a specified distance in front of the pantograph device on the top of the train. The specified distance ranges from 1m to 2m;
所述激光雷达阵列,固定于测量装置顶部的激光雷达对准角度调整结构末端,其扫描视场对准其前方规定距离处接触网之字型导线所有可能分布的位置范围。用于对接触网导线当前位置进行快速定位扫描和高度测量。根据时序驱动信号,控制阵列中每个激光雷达依次等间隔循环测量,以缩短整体单次测量时间。其计算表达式如下:The laser radar array is fixed at the end of the laser radar alignment angle adjustment structure on the top of the measuring device, and its scanning field of view is aligned with all possible distribution ranges of catenary zigzag wires at a specified distance in front of it. It is used for fast positioning scanning and height measurement of the current position of catenary conductors. According to the timing driving signal, each lidar in the control array is cyclically measured at equal intervals in turn to shorten the overall single measurement time. Its calculation expression is as follows:
其中,为平均扫描测量时间,T为激光雷达单次扫描测量时间,N为级联的激光雷达个数。以两个激光雷达的测量系统为例,当单个雷达的测量间隔为30ms时,则整体平均测量时间缩短为15ms。in, is the average scanning measurement time, T is the single scanning measurement time of the laser radar, and N is the number of cascaded laser radars. Taking the measurement system of two lidars as an example, when the measurement interval of a single radar is 30ms, the overall average measurement time is shortened to 15ms.
所述GPS太阳高度角定位模块,通过实时获取火车当前位置、时间信息,计算当前太阳高度角。The GPS solar altitude positioning module calculates the current solar altitude by acquiring the current position and time information of the train in real time.
所述数据采集及处理模块,采用FPGA+DSP的双处理器模式。FPGA用于时序信号的产生、信号采集芯片的驱动、以及控制命令的收发。DSP则主要用于对高速数据信号的提取与处理。The data acquisition and processing module adopts the dual processor mode of FPGA+DSP. FPGA is used to generate timing signals, drive signal acquisition chips, and send and receive control commands. DSP is mainly used for the extraction and processing of high-speed data signals.
所述激光雷达对准角度调整模块,由电机控制板、机械臂及传动结构构成。所述电机控制板放置于控制盒内,用于实时接收数据采集及处理模块的调整指令;所述传动结构为电机控制板与机械臂的连接结构,通过所述传动结构的传动,使机械臂转向电机控制板的指定方向。根据计算得到的太阳高度角,调整激光雷达阵列机械支撑臂支撑方向,以控制激光雷达阵列的对准角度,避免太阳直射影响。The laser radar alignment angle adjustment module is composed of a motor control board, a mechanical arm and a transmission structure. The motor control board is placed in the control box, and is used to receive the adjustment instructions of the data acquisition and processing module in real time; the transmission structure is the connection structure between the motor control board and the mechanical arm, and through the transmission of the transmission structure, the mechanical arm Turn in the direction specified by the motor control board. According to the calculated solar altitude angle, adjust the support direction of the mechanical support arm of the laser radar array to control the alignment angle of the laser radar array and avoid the influence of direct sunlight.
所述接触网高度输出模块,用于向受电弓控制端实时输出接触网高度信息反馈。The catenary height output module is used to output catenary height information feedback to the pantograph control terminal in real time.
本实施方式中所述的GPS太阳高度角定位模块和数据采集及处理模块固定在该测量系统内部,激光雷达对准角度调整模块固定于测量系统顶部,The GPS solar altitude positioning module and data acquisition and processing module described in this embodiment are fixed inside the measurement system, and the lidar alignment angle adjustment module is fixed on the top of the measurement system.
本实施方式中数据采集及处理模块采用GPS定位模块,对火车当前的位置、时间信息进行读取,按照太阳高度角计算公式对当前位置太阳高度角进行计算。根据计算得到的太阳高度角范围,结合图4,所述GPS太阳高度角定位模块、数据采集及处理模块以及激光雷达对准角度调整模块中的电机控制板,作为整个测量系统的电路控制处理部分,并放置于火车上表面的控制盒内;利用角度调整模块对激光雷达阵列的对准角度进行判断和调整。角度调整完成后,数据采集及处理模块,通过时序驱动信号,对激光雷达阵列依次进行等间隔驱动控制,如此循环往复。激光雷达阵列将采集到的扫描数据依次传输给数据采集及处理模块。数据处理模块将扫描数据进行提取和计算,以实现接触网导线高度的连续测量。In this embodiment, the data acquisition and processing module adopts the GPS positioning module to read the current position and time information of the train, and calculate the current position sun altitude angle according to the calculation formula of the sun altitude angle. According to the calculated solar altitude range, in conjunction with Figure 4, the GPS solar altitude positioning module, data acquisition and processing module, and the motor control board in the laser radar alignment angle adjustment module are used as the circuit control processing part of the entire measurement system , and placed in the control box on the upper surface of the train; the angle adjustment module is used to judge and adjust the alignment angle of the lidar array. After the angle adjustment is completed, the data acquisition and processing module will sequentially drive and control the laser radar array at equal intervals through the timing drive signal, and so on. The laser radar array sequentially transmits the collected scanning data to the data acquisition and processing module. The data processing module extracts and calculates the scanning data to realize the continuous measurement of the height of the catenary wire.
单帧扫描数据组成的轮廓曲线示意图结合图3。其中,与中心线相距α角对应的最小距离处即为接触网导线所对应的位置,该位置处的导线高度计算式为:The schematic diagram of the contour curve composed of single-frame scanning data is combined with Fig. 3 . Among them, the minimum distance corresponding to the angle α from the center line is the position corresponding to the catenary wire, and the calculation formula for the height of the wire at this position is:
H=L cosαsinθ+dH=L cosαsinθ+d
其中,θ为激光雷达与水平面夹角,α为接触网扫描位置与雷达扫描正前方位置夹角。L为激光雷达测得的接触网距离,d为激光雷达靶面距列车上表面高度修正值,H为接触网距离火车上表面高度。Among them, θ is the angle between the lidar and the horizontal plane, and α is the angle between the catenary scanning position and the position directly in front of the radar scanning. L is the catenary distance measured by the lidar, d is the correction value of the height of the lidar target surface from the upper surface of the train, and H is the height of the catenary from the upper surface of the train.
Claims (4)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510190546.2A CN104748689B (en) | 2015-04-21 | 2015-04-21 | Train contact net height contactless measuring system based on parallel laser radar |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510190546.2A CN104748689B (en) | 2015-04-21 | 2015-04-21 | Train contact net height contactless measuring system based on parallel laser radar |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104748689A true CN104748689A (en) | 2015-07-01 |
CN104748689B CN104748689B (en) | 2017-07-14 |
Family
ID=53588736
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510190546.2A Expired - Fee Related CN104748689B (en) | 2015-04-21 | 2015-04-21 | Train contact net height contactless measuring system based on parallel laser radar |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104748689B (en) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106080212A (en) * | 2016-06-08 | 2016-11-09 | 中车唐山机车车辆有限公司 | For the control method of pantograph in rail vehicle and control system |
CN106813579A (en) * | 2017-01-05 | 2017-06-09 | 宁波福瑟尔物联网科技有限公司 | A kind of distant-range high-precision detects displacement system |
CN108181313A (en) * | 2018-02-07 | 2018-06-19 | 中铁电气化局集团有限公司 | A kind of device and method suitable for the detection of contact net running environment safe condition |
CN110187361A (en) * | 2019-05-23 | 2019-08-30 | 中国科学技术大学 | LiDAR Atmospheric Observation System Based on Railway Network |
CN110333662A (en) * | 2019-08-16 | 2019-10-15 | 中车青岛四方车辆研究所有限公司 | Pantograph bow net adaptive control system and method |
CN115657067A (en) * | 2022-12-26 | 2023-01-31 | 中国铁路设计集团有限公司 | Multi-scale array type laser radar measuring system and method for acquiring track boundary conditions |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN2916646Y (en) * | 2006-06-20 | 2007-06-27 | 成都唐源科技有限责任公司 | System response test-based dynamic characteristic testing device for contact network |
EP2244056A1 (en) * | 2008-02-15 | 2010-10-27 | Meidensha Corporation | Crossover measuring device |
CN203037214U (en) * | 2012-12-21 | 2013-07-03 | 北京天格高通科技有限公司 | Portable contact line system geometric parameter detection system |
CN203037236U (en) * | 2012-11-30 | 2013-07-03 | 成都唐源电气有限责任公司 | Apparatus for detecting parameter wire height of overhead line system |
KR101280243B1 (en) * | 2011-09-28 | 2013-07-05 | 한국철도공사 | Measuring system for height and stagger and wear of catenary using machine vision |
CN103852011A (en) * | 2014-03-20 | 2014-06-11 | 北京天格高通科技有限公司 | Railway overhead line system geometric parameter analysis method based on laser radar |
-
2015
- 2015-04-21 CN CN201510190546.2A patent/CN104748689B/en not_active Expired - Fee Related
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN2916646Y (en) * | 2006-06-20 | 2007-06-27 | 成都唐源科技有限责任公司 | System response test-based dynamic characteristic testing device for contact network |
EP2244056A1 (en) * | 2008-02-15 | 2010-10-27 | Meidensha Corporation | Crossover measuring device |
KR101280243B1 (en) * | 2011-09-28 | 2013-07-05 | 한국철도공사 | Measuring system for height and stagger and wear of catenary using machine vision |
CN203037236U (en) * | 2012-11-30 | 2013-07-03 | 成都唐源电气有限责任公司 | Apparatus for detecting parameter wire height of overhead line system |
CN203037214U (en) * | 2012-12-21 | 2013-07-03 | 北京天格高通科技有限公司 | Portable contact line system geometric parameter detection system |
CN103852011A (en) * | 2014-03-20 | 2014-06-11 | 北京天格高通科技有限公司 | Railway overhead line system geometric parameter analysis method based on laser radar |
Non-Patent Citations (3)
Title |
---|
孙忠国: "高速弓网检测技术", 《铁路技术创新》 * |
张家玮: "接触网安全状态在线监测系统研究", 《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 * |
牛大鹏: "非接触式接触网几何参数检测系统研究", 《中国优秀硕士学位论文全文数据库,工程科技Ⅱ辑》 * |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106080212A (en) * | 2016-06-08 | 2016-11-09 | 中车唐山机车车辆有限公司 | For the control method of pantograph in rail vehicle and control system |
CN106813579A (en) * | 2017-01-05 | 2017-06-09 | 宁波福瑟尔物联网科技有限公司 | A kind of distant-range high-precision detects displacement system |
CN108181313A (en) * | 2018-02-07 | 2018-06-19 | 中铁电气化局集团有限公司 | A kind of device and method suitable for the detection of contact net running environment safe condition |
CN110187361A (en) * | 2019-05-23 | 2019-08-30 | 中国科学技术大学 | LiDAR Atmospheric Observation System Based on Railway Network |
CN110333662A (en) * | 2019-08-16 | 2019-10-15 | 中车青岛四方车辆研究所有限公司 | Pantograph bow net adaptive control system and method |
CN115657067A (en) * | 2022-12-26 | 2023-01-31 | 中国铁路设计集团有限公司 | Multi-scale array type laser radar measuring system and method for acquiring track boundary conditions |
Also Published As
Publication number | Publication date |
---|---|
CN104748689B (en) | 2017-07-14 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104748689B (en) | Train contact net height contactless measuring system based on parallel laser radar | |
CN205175364U (en) | A laser profile scanning device for data acquisition | |
CN206248039U (en) | A kind of vehicle overload detecting system | |
CN101236213A (en) | Ultrasonics wind velocity indicator and method for measuring wind velocity and wind direction by ultrasonic | |
CN106970024A (en) | Gauge detection distance-finding method and system based on camera and controllable stroboscopic light source | |
CN104569485A (en) | Three-dimensional ultrasonic wind speed and wind direction detection system and measurement method | |
CN108957470A (en) | Flight time distance measuring sensor and its distance measuring method | |
CN102540020A (en) | Method for improving fault positioning precision of power transmission line by adopting online wave speed measurement technology | |
CN203241431U (en) | Ship-based ultrasonic wind meter | |
CN104569484A (en) | Multi-input multi-output array type ultrasound anemometry system and method | |
CN101776918A (en) | All-weather precise intelligent sun tracking system | |
CN203376088U (en) | Power transmission line conductor stress and sag monitoring device | |
CN103050010A (en) | Integrated laser scanning traffic survey device and integrated laser scanning traffic survey method | |
CN204347059U (en) | A kind of multiple-input and multiple-output arrayed ultrasonic wind measuring system | |
CN104316237A (en) | Steel plate surface residual stress detection device and method based on online ultrasonic wave | |
CN202814931U (en) | Self-adaption ultrasonic rail fault detection device based on frequency spectrum cognition | |
CN203101525U (en) | An antenna beamwidth calibration device using the sun as a signal source | |
CN103344187A (en) | Metallurgical product width on-line measurement device and method | |
CN109406096B (en) | Floating type offshore wind turbine generator measuring device and method thereof | |
CN104215189A (en) | Online outside-diameter SPC detecting and data acquiring method for cables | |
CN204514954U (en) | The device of river course two dimension fluid-velocity survey and acquisition river cross-section | |
CN203565497U (en) | Reflecting type roller wear degree online detection device | |
CN203464997U (en) | Automatic test system of motor noises | |
CN103438835A (en) | Device and method for detecting bending angle of plate | |
CN111609917B (en) | Contact net vibration measurement method and system based on linear array camera |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20170714 Termination date: 20190421 |