CN103207010A - High-accuracy acceleration signal detecting and analyzing device - Google Patents

High-accuracy acceleration signal detecting and analyzing device Download PDF

Info

Publication number
CN103207010A
CN103207010A CN2013100947488A CN201310094748A CN103207010A CN 103207010 A CN103207010 A CN 103207010A CN 2013100947488 A CN2013100947488 A CN 2013100947488A CN 201310094748 A CN201310094748 A CN 201310094748A CN 103207010 A CN103207010 A CN 103207010A
Authority
CN
China
Prior art keywords
data
unit
signal
signal detection
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.)
Pending
Application number
CN2013100947488A
Other languages
Chinese (zh)
Inventor
李洪文
邓永停
王建立
张超
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Changchun Institute of Optics Fine Mechanics and Physics of CAS
Original Assignee
Changchun Institute of Optics Fine Mechanics and Physics of CAS
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Changchun Institute of Optics Fine Mechanics and Physics of CAS filed Critical Changchun Institute of Optics Fine Mechanics and Physics of CAS
Priority to CN2013100947488A priority Critical patent/CN103207010A/en
Publication of CN103207010A publication Critical patent/CN103207010A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)

Abstract

A high-accuracy acceleration signal detecting and analyzing device belongs to the field of signal detection and aims at solving the problems in the prior art of low processing speed, complex system structure and inflexible program design. The high-accuracy acceleration signal detecting and analyzing device comprises a signal detection module, a data processing module and a data analyzing software module. The signal detection module comprises an acceleration sensor unit and a signal conditioning unit. The data processing module comprises a filtering circuit unit, an analog/digital (A/D) conversion circuit unit, a programmable logic processing unit, a data storage unit and an internet access communication unit. The data analyzing software module comprises a data receiving unit, a command transmitting unit, a data time domain analyzing unit and a data frequency domain analyzing unit. The high-accuracy acceleration signal detecting and analyzing device achieves quick processing of data through a field programmable gate array (FPGA), simplifies system structure design, improves program design flexibility, achieves quick communication of the data, integrates data acquisition, processing and analyzing, and improves system flexibility and operability.

Description

A kind of high precision acceleration signal detects and analytical equipment
Technical field
The invention belongs to the signal detection technique field, relate to a kind of acceleration signal and detect and analytical equipment, be specifically related to a kind of device that detects and analyze the telescopical vibration acceleration signal of heavy caliber that is applicable to.
Background technology
The heavy caliber telescope is in the process of accurate tracking target, and telescopical pitch axis needs to rotate within the specific limits.Along with the rotation of minute surface will produce high-frequency vibration signal, high-frequency vibration signal has not only reflected the stressing conditions of the minute surface strong point, and telescopical accuracy of observation is had bigger influence.Vibration signal need accurately detect and analyze telescopical vibration acceleration signal to telescopical influence in the rotation process in order to estimate.Traditional vibration signal detection method adopts single-chip digital signal processor DSP to carry out the collection of signal usually, and digital signal processor DSP exists in the collection of carrying out signal and when handling that processing speed is slow, system architecture is complicated, the shortcoming of program design underaction; And prior art does not provide a kind of integrating device to vibration signal detection and data analysis.
Summary of the invention
The objective of the invention is to solve the deficiencies in the prior art, provide a kind of integrated vibration signal based on high-speed programmable logic processor and data analysis software to detect and analytical equipment.
For achieving the above object, detection of the present invention and analytical equipment comprise signal detection module, data processing module and data analysis software module;
Described signal detection module comprises acceleration transducer unit and signal condition unit; Described data processing module comprises filtering circuit unit, A/D conversion circuit unit, FPGA (Field Programmable Gate Array) processing unit, data storage cell and network interface communication unit; Described data analysis software module data receiving element, instruction sending unit, data time-domain analysis unit and data frequency-domain analysis unit;
The signal condition unit of described signal detection module is connected with the filtering circuit unit of described data processing module, and the network interface communication unit of described data processing module is connected with described data analysis software module;
Signal detection module carries out the signal adjustment with the acceleration electric signal that receives, voltage signal with respective magnitudes is passed to data processing module, described voltage signal is converted to binary digit amount by the A/D conversion circuit unit with signal through the filtering circuit unit of data processing module filtering noise, sample frequency by described FPGA (Field Programmable Gate Array) processing unit control A/D, by the exchanges data of network interface communication unit realization with the data analysis software module, carry out data analysis by the data analysis software module, obtain time-domain curve and the spectrogram of vibration signal.
The acceleration transducer unit of described signal detection module is connected with the signal condition unit, and described acceleration transducer unit comprises that a sensitivity reaches 10 -3The piezoelectric sensor of g; Described signal condition unit comprises amplifier and wave filter.
The filtering circuit unit of described data processing module is the single order passive low ventilating filter; Described A/D conversion circuit unit comprises bipolarity A/D sampling A and a slice high precision 2.5V reference power source chip of 16 of a slices; The core of described FPGA (Field Programmable Gate Array) processing unit is a slice fpga chip; Described data storage cell is read and write by the FPGA (Field Programmable Gate Array) control module, the A/D translation data that buffer memory is 16, and the capacity of data storage cell reaches 512K.
The data receiving element of described data analysis software module is used for arranging the parameter that network interface is communicated by letter with instruction sending unit; The data receiving element receives the A/D translation data from the FPGA (Field Programmable Gate Array) processing unit of signal detection module; Instruction sending unit sends the data-switching steering order to the FPGA of signal detection module.
The data time-domain analysis unit of described data analysis software module is converted into actual vibration signal accekeration with the A/D translation data that receives, and obtains the time-domain curve of acceleration signal.
The data frequency-domain analysis unit of described data analysis software module is converted into actual vibration signal accekeration with the A/D translation data that receives, and obtains power spectrum.
Beneficial effect of the present invention is: the invention provides a kind of integrated acceleration signal and detect and analytical equipment, be applicable to the vibration acceleration signal analysis of heavy caliber telescope, large-scale control tower or buildings, realized the fast processing of data by programmable logic processor FPGA, simplified system structure design, strengthen the dirigibility of program design, realized the high-speed traffic of data; Collection data acquisition, processing and analysis are one, improve the dirigibility of system, operability, integrated level height, highly versatile, precision height.
Description of drawings
Fig. 1 is the structured flowchart of a kind of high precision acceleration signal detection of the present invention and analytical equipment;
Fig. 2 is low-pass first order filter circuit diagram of the present invention;
Fig. 3 is programmable logic processor FPGA of the present invention and peripheral circuit schematic diagram thereof;
Fig. 4 is programmable logic processor FPGA functional block diagram of the present invention;
Fig. 5 is network interface communication chip DM9000EP circuit diagram of the present invention;
Fig. 6 is network interface interface circuit figure of the present invention;
Fig. 7 is the software flow pattern that programmable logic processor FPGA of the present invention handles vibration signal.
Embodiment
Below in conjunction with accompanying drawing the present invention is described further.
Referring to accompanying drawing 1, for achieving the above object, detection of the present invention and analytical equipment comprise signal detection module, data processing module and data analysis software module;
Described signal detection module comprises acceleration transducer unit and signal condition unit; Described data processing module comprises filtering circuit unit, A/D conversion circuit unit, FPGA (Field Programmable Gate Array) processing unit, data storage cell and network interface communication unit; Described data analysis software module comprises data receiving element, instruction sending unit, data time-domain analysis unit and data frequency-domain analysis unit.
The data receiving element of described data analysis software module and the function of instruction sending unit comprise the parameter that network interface is communicated by letter are set, and receive from the A/D translation data of FPGA (Field Programmable Gate Array) processing unit and to FPGA and send the data-switching steering order; The data time-domain analysis unit of described data analysis software module at first is converted into the A/D translation data that receives actual vibration signal accekeration, be the longitudinal axis then with the accekeration, time is transverse axis, and the time-domain curve of the acceleration signal that draws is in order to carry out data analysis; The A/D translation data that the data frequency-domain analysis unit of described data analysis software module is responsible for receiving is converted into actual vibration signal accekeration, then the accekeration sequence is carried out power spectrumanalysis, obtain power spectrum, the longitudinal axis unit of power spectrum is dB, and transverse axis unit is Hz.
The signal condition unit of described signal processing unit is connected with the filtering circuit unit of described data processing module, and the network interface communication unit of described data processing module is connected with described data analysis software module.
Signal detection module carries out the signal adjustment with the acceleration electric signal that receives, voltage signal with respective magnitudes is passed to data processing module, described voltage signal is converted to binary digit amount by the A/D conversion circuit unit with signal through the filtering circuit unit of data processing module filtering noise, sample frequency by described FPGA (Field Programmable Gate Array) processing unit control A/D, by the exchanges data of network interface communication unit realization with the data analysis software module, carry out data analysis by the data analysis software module, obtain time-domain curve and the spectrogram of vibration signal.
The acceleration transducer unit of described signal detection module adopts the piezoelectric sensor-731A of Meggitt company, and the acceleration range of detection is ± 0.5g that the sensitivity of 731A reaches 10 -3G(g is acceleration of gravity), can detect faint acceleration signal variable quantity.
Signal condition unit-the P31 of described signal detection module is connected with the acceleration sensing unit, receives the electric signal from acceleration transducer, through internal noise extremely low amplifier and the interior voltage signal of wave filter output ± 10V scope.
Referring to accompanying drawing 2, the filter unit of described data processing module adopts the single order passive low ventilating filter, voltage signal from the signal condition unit at first passes through the passive low-pass first order filter that R1, R2 and C1 form, and then the voltage follower by being formed by precision operational-amplifier, obtain the lower aanalogvoltage input signal of noise at last; For prevent tested voltage exceed the A/D conversion chip ± 10V voltage measurement scope, adopt the voltage clamp circuit of being formed by D1, D2 make measured voltage remain at ± the 10V scope in.
The function of the A/D conversion circuit unit of described data processing module is that the detection signal with input end is converted to binary digital quantity, and is input to the FPGA (Field Programmable Gate Array) processing unit by 16 bit parallel data buss; The A/D change-over circuit adopts 16 bipolarity A/D sampling A AD7656, and its voltage acquisition scope is set to ± 10V; Reference voltage 2.5V is provided by the AD780BR chip, and AD780BR chip precision reaches 0.04%, has guaranteed the precision of voltage acquisition effectively.
Referring to accompanying drawing 3, the control signal CONVST of AD7656 chip, CS, RD, BUSY, RESET and 16 bit parallel data buss all are connected on the I/O of FPGA, carry out reading of A/D conversion and control and 16 translation data by the inner sequential circuit of FPGA.
The FPGA (Field Programmable Gate Array) processing unit of described data processing module adopts fpga chip EP3C40F324, it is responsible for controlling the sample frequency of A/D and periodically reads 16 translation data from the A/D chip, and stores data in the fifo register of inner 10 the byte degree of depth of FPGA; In order to increase the smoothness of sampled data, adopting the mean filter method that the data in the fifo register are carried out filtering handles, data after then filtering being handled are stored in the data storage cell, require data are sent to the data receiving element by network interface according to instruction sending unit at last, programmable logic processor FPGA functional block diagram as shown in Figure 4.
The data storage cell employing capacity of described data processing module is 16 sram chip IS61LV51216 of 512K, 16 bit data is write among the SRAM by control signal WE, CE, OE address bus XA0~18 and data bus XD0~15 at the FPGA finish time of each A/D sampling; After the transmission instruction that receives data analysis software, FPGA reads and sends to upper computer software by above-mentioned signal with 16 bit data more successively.
The network interface communication unit of described data processing module adopts network controller DM9000EP, it is connected as shown in Figure 3 with the signal of FPGA, the circuit diagram of DM9000EP, as shown in Figure 5, FPGA realizes the DM9000EP internal register is visited by control signal RESET, AEN, WAIT, OR, OW, CMD and INT.Differential signal TX+, the TX-of DM9000EP, RX+, RX-realize that with being connected by network interface HR911103A of host computer network interface interface circuit figure as shown in Figure 6.
The data of described data analysis software module receive and comprise with the function of instruction sending unit the parameter that network interface communicate by letter is set, and reception is from the A/D translation data of FPGA (Field Programmable Gate Array) processing unit and to FPGA transmission data-switching steering order.
The data time-domain analysis unit of described data analysis software module at first is converted into the A/D translation data that receives actual vibration signal accekeration, be the longitudinal axis then with the accekeration, time is transverse axis, and the time-domain curve of the acceleration signal that draws is in order to carry out data analysis.
The A/D translation data that the data frequency-domain analysis unit of data analysis software module is responsible for receiving is converted into actual vibration signal accekeration, then the accekeration sequence is carried out power spectrumanalysis, obtain power spectrum, the longitudinal axis unit of power spectrum is dB, and transverse axis unit is Hz.
Referring to accompanying drawing 7, the concrete course of work that programmable logic processor FPGA handles vibration signal is: judge that at first the inner network interface data of FPGA receive the A/D conversion sign on whether program receives instruction sending unit, if the sign on of receiving, FPGA carries out voltage sample with the 10k sample frequency to the acceleration analysis signal; A/D conversion back FPGA reads 16 voltage transitions data and stores data in 16 fifo registers of inner 10 the byte degree of depth of FPGA; In order to increase the smoothness of sampled data, adopt the mean filter method that the data in the fifo register are carried out filtering and handle, the data after then filtering being handled are stored among the SRAM.After each sampling period finished, the FPGA program judged whether to receive to upper computer software and sends data command, if do not receive instruction, then continued the next A/D sampling period of beginning; Otherwise the data of storing among the SRAM are sent to upper computer software by network interface, and empty SRAM.Upper computer software receives acceleration signal and detects after the data, time-domain curve and spectrogram that time-domain analysis unit and frequency-domain analysis unit by data analysis software obtains vibration acceleration signal are with convenient stressing conditions and the control accuracy of analyzing tested device.

Claims (6)

1.一种高精度加速度信号检测及分析装置,其特征在于,包括信号检测模块、数据处理模块和数据分析软件模块;1. A high-precision acceleration signal detection and analysis device is characterized in that, comprising a signal detection module, a data processing module and a data analysis software module; 所述信号检测模块包括加速度传感器单元和信号调理单元;所述数据处理模块包括滤波电路单元、A/D转换电路单元、可编程逻辑处理单元、数据存储单元和网口通信单元;所述数据分析软件模块数据接收单元、指令发送单元、数据时域分析单元和数据频域分析单元;The signal detection module includes an acceleration sensor unit and a signal conditioning unit; the data processing module includes a filter circuit unit, an A/D conversion circuit unit, a programmable logic processing unit, a data storage unit and a network port communication unit; the data analysis Software module data receiving unit, instruction sending unit, data time domain analysis unit and data frequency domain analysis unit; 所述信号检测模块的信号调理单元与所述数据处理模块的滤波电路单元连接,所述数据处理模块的网口通信单元与所述数据分析软件模块连接;The signal conditioning unit of the signal detection module is connected to the filter circuit unit of the data processing module, and the network port communication unit of the data processing module is connected to the data analysis software module; 信号检测模块将接收的加速度电信号进行信号调整,以相应幅值的电压信号传给数据处理模块,所述电压信号经数据处理模块的滤波电路单元滤除噪声后经A/D转换电路单元将信号转换为二进制数字量,通过所述可编程逻辑处理单元控制A/D的采样频率,通过网口通信单元实现与数据分析软件模块的数据交换,通过数据分析软件模块进行数据分析,得到振动信号的时域曲线和频谱图。The signal detection module adjusts the received acceleration electrical signal and transmits it to the data processing module with a voltage signal of corresponding amplitude. After the noise is filtered by the filter circuit unit of the data processing module, the voltage signal is converted to The signal is converted into a binary digital quantity, the sampling frequency of the A/D is controlled by the programmable logic processing unit, the data exchange with the data analysis software module is realized through the network port communication unit, the data analysis is performed through the data analysis software module, and the vibration signal is obtained time-domain curves and spectrograms. 2.根据权利要求1所述的一种高精度加速度信号检测及分析装置,其特征在于,所述信号检测模块的加速度传感器单元与信号调理单元相连接,所述加速度传感器单元包括一个灵敏度达到10-3g的压电传感器;所述信号调理单元包括放大器和滤波器。2. a kind of high-precision acceleration signal detection and analysis device according to claim 1, is characterized in that, the acceleration sensor unit of described signal detection module is connected with signal conditioning unit, and described acceleration sensor unit comprises a sensitivity reaching 10 - 3 g piezoelectric sensor; the signal conditioning unit includes amplifiers and filters. 3.根据权利要求1所述的一种高精度加速度信号检测及分析装置,其特征在于,所述数据处理模块的滤波电路单元为一阶无源低通滤波器;所述A/D转换电路单元包括一片16位的双极性A/D采样芯片和一片高精度2.5V参考电源芯片;所述可编程逻辑处理单元的核心是一片FPGA芯片;所述数据存储单元由可编程逻辑控制单元进行读写,缓存16位的A/D转换数据,数据存储单元的容量达到512K。3. a kind of high-precision acceleration signal detection and analysis device according to claim 1, is characterized in that, the filter circuit unit of described data processing module is a first-order passive low-pass filter; Described A/D conversion circuit The unit includes a 16-bit bipolar A/D sampling chip and a high-precision 2.5V reference power supply chip; the core of the programmable logic processing unit is an FPGA chip; the data storage unit is controlled by a programmable logic control unit Read and write, cache 16-bit A/D conversion data, the capacity of the data storage unit reaches 512K. 4.根据权利要求1所述的一种高精度加速度信号检测及分析装置,其特征在于,所述数据分析软件模块的数据接收单元和指令发送单元用于设置网口通信的参数;数据接收单元接收来自信号检测模块的可编程逻辑处理单元的A/D转换数据;指令发送单元向信号检测模块的FPGA发送数据转换控制指令。4. a kind of high-precision acceleration signal detection and analysis device according to claim 1, is characterized in that, the data receiving unit of described data analysis software module and the instruction sending unit are used for setting the parameter of network port communication; Data receiving unit The A/D conversion data from the programmable logic processing unit of the signal detection module is received; the instruction sending unit sends the data conversion control instruction to the FPGA of the signal detection module. 5.根据权利要求1所述的一种高精度加速度信号检测及分析装置,其特征在于,所述数据分析软件模块的数据时域分析单元将接收到的A/D转换数据转化为实际的振动信号加速度值,得到加速度信号的时域曲线。5. A kind of high-precision acceleration signal detection and analysis device according to claim 1, is characterized in that, the data time domain analysis unit of described data analysis software module converts the A/D conversion data that receives into actual vibration Acceleration value of the signal to obtain the time domain curve of the acceleration signal. 6.根据权利要求1所述的一种高精度加速度信号检测及分析装置,其特征在于,所述数据分析软件模块的数据频域分析单元将接收到的A/D转换数据转化为实际的振动信号加速度值,得到功率谱。6. A kind of high-accuracy acceleration signal detection and analysis device according to claim 1, is characterized in that, the data frequency domain analysis unit of described data analysis software module converts the A/D conversion data that receives into actual vibration Acceleration value of the signal to obtain the power spectrum.
CN2013100947488A 2013-03-22 2013-03-22 High-accuracy acceleration signal detecting and analyzing device Pending CN103207010A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2013100947488A CN103207010A (en) 2013-03-22 2013-03-22 High-accuracy acceleration signal detecting and analyzing device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2013100947488A CN103207010A (en) 2013-03-22 2013-03-22 High-accuracy acceleration signal detecting and analyzing device

Publications (1)

Publication Number Publication Date
CN103207010A true CN103207010A (en) 2013-07-17

Family

ID=48754304

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2013100947488A Pending CN103207010A (en) 2013-03-22 2013-03-22 High-accuracy acceleration signal detecting and analyzing device

Country Status (1)

Country Link
CN (1) CN103207010A (en)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105716479A (en) * 2016-01-18 2016-06-29 南京理工大学 Accelerated speed recording device applied to range test
CN106441554A (en) * 2016-10-18 2017-02-22 华南农业大学 Mountainous orchard double-rail conveyer vibration testing system and testing method
CN106768299A (en) * 2016-12-30 2017-05-31 西安奇维科技有限公司 A kind of real-time vibration monitor system of aircraft based on acceleration transducer and method
CN107651649A (en) * 2016-07-26 2018-02-02 中国航空工业集团公司西安飞行自动控制研究所 A kind of passive array formula MEMS sensor of numeral output
CN109084885A (en) * 2018-08-14 2018-12-25 中国科学院上海高等研究院 A kind of mechanical equipment vibration detection system, method, readable storage medium storing program for executing and terminal
CN109737955A (en) * 2018-12-14 2019-05-10 南京理工大学 An Attitude Prediction Method for Wave Compensation System
CN110849461A (en) * 2019-12-04 2020-02-28 江苏方天电力技术有限公司 A method and system for collecting and storing vibration signal of a camera
CN114295198A (en) * 2022-01-14 2022-04-08 上海测振自动化仪器有限公司 Intelligent vibration sensor and control method thereof

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101046685A (en) * 2007-02-09 2007-10-03 上海大学 Portable vibration controller using USB interface
CN201262588Y (en) * 2008-10-10 2009-06-24 株洲南车时代电气股份有限公司 Portable locomotive oscillation fault detector

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101046685A (en) * 2007-02-09 2007-10-03 上海大学 Portable vibration controller using USB interface
CN201262588Y (en) * 2008-10-10 2009-06-24 株洲南车时代电气股份有限公司 Portable locomotive oscillation fault detector

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
郭建强等: "基于FPGA的多路数据采集系统的设计", 《信息技术》, no. 6, 31 December 2012 (2012-12-31), pages 124 - 127 *

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105716479A (en) * 2016-01-18 2016-06-29 南京理工大学 Accelerated speed recording device applied to range test
CN105716479B (en) * 2016-01-18 2017-10-13 南京理工大学 A kind of accelerogram device applied to shooting range measurment
CN107651649A (en) * 2016-07-26 2018-02-02 中国航空工业集团公司西安飞行自动控制研究所 A kind of passive array formula MEMS sensor of numeral output
CN106441554A (en) * 2016-10-18 2017-02-22 华南农业大学 Mountainous orchard double-rail conveyer vibration testing system and testing method
CN106768299A (en) * 2016-12-30 2017-05-31 西安奇维科技有限公司 A kind of real-time vibration monitor system of aircraft based on acceleration transducer and method
CN106768299B (en) * 2016-12-30 2019-07-12 西安奇维科技有限公司 A kind of real-time vibration monitor system of aircraft based on acceleration transducer and method
CN109084885A (en) * 2018-08-14 2018-12-25 中国科学院上海高等研究院 A kind of mechanical equipment vibration detection system, method, readable storage medium storing program for executing and terminal
CN109737955A (en) * 2018-12-14 2019-05-10 南京理工大学 An Attitude Prediction Method for Wave Compensation System
CN110849461A (en) * 2019-12-04 2020-02-28 江苏方天电力技术有限公司 A method and system for collecting and storing vibration signal of a camera
CN110849461B (en) * 2019-12-04 2021-08-31 江苏方天电力技术有限公司 A method and system for collecting and storing vibration signal of a camera
CN114295198A (en) * 2022-01-14 2022-04-08 上海测振自动化仪器有限公司 Intelligent vibration sensor and control method thereof

Similar Documents

Publication Publication Date Title
CN103207010A (en) High-accuracy acceleration signal detecting and analyzing device
CN105415191B (en) A kind of grinding status investigating method and device based on sound emission
CN206523504U (en) A kind of soil temperature and humidity detection sampling integrated instrument
CN108037034A (en) The multisensor on-line checking and data handling system of wheel grinding performance
CN102121816A (en) Horizontal roundness and cylindricity automatic-measuring device
CN101216333A (en) Calibration device for capacitive angle sensor
CN105486219A (en) Aviation high-speed gear dynamic transmission error measuring system
CN204359474U (en) Electric rotating machine gullet positioning torque proving installation
CN104155360A (en) Pipeline-in detector signal activating and collecting device and pipeline defect detection method
CN203249686U (en) Fan vibration testing system
CN103018542B (en) A kind of corona current capture card based on usb bus
CN103363907A (en) Multi-path grating ruler signal acquiring and measuring system
CN103675045A (en) Novel blood-clotting thrombolysis full-function detection device
CN209485938U (en) A flow cytometer data acquisition system
CN101458096A (en) A high-resolution attitude angle measurement method and device
CN201740627U (en) Electric measurement device for dynamic balance
CN109870231B (en) Vibration measuring instrument automated metrology calibration system and identification algorithm
CN206930938U (en) A kind of data collecting card for temperature-measuring system of distributed fibers
CN205028112U (en) Data acquisition system of robot based on hardware reset
CN114814714A (en) Photoelectric sampling device compatible with different types of intelligent electric energy meter detection
CN202453885U (en) Four-channel synchronous data acquisition card
CN104237045A (en) Novel drainability tester
CN204731200U (en) Digital supersonic flaw detector
CN102419154B (en) Non-contact micro displacement measuring device and method based on linear array CCD (charge coupled device)
CN201867241U (en) Device for fast detecting natural frequency of motor rotor

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C02 Deemed withdrawal of patent application after publication (patent law 2001)
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20130717