CN105588636B - Fan abnormal sound detection system - Google Patents

Fan abnormal sound detection system Download PDF

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Publication number
CN105588636B
CN105588636B CN201610050636.6A CN201610050636A CN105588636B CN 105588636 B CN105588636 B CN 105588636B CN 201610050636 A CN201610050636 A CN 201610050636A CN 105588636 B CN105588636 B CN 105588636B
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fan
measured
signal
data
abnormal sound
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CN105588636A (en
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刘力源
孙博
吴川辉
吴祖迥
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Zhuhai Jingshi Measurement And Control Technology Co ltd
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P&R Measurement Inc
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H17/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)

Abstract

The invention discloses a fan abnormal sound detection system, which relates to the technical field of fan detection and comprises a sensor module, a signal acquisition module, a data processing system and a fixed support, wherein the sensor module comprises an acceleration sensor, a sound sensor and a thermoelectric converter; the signal acquisition module comprises an NI9234 data acquisition card and an NI cDAQ-9188XT Ethernet case, wherein the NI9234 data acquisition card is respectively connected with an acceleration sensor and a sound sensor, and the NI9234 data acquisition card is also connected with the NI cDAQ-9188XT Ethernet case; the data processing system comprises a data conversion and feature extraction module based on Labview and a mathematic modeling analysis system module based on Matlab, wherein the data conversion and feature extraction module based on Labview is respectively connected with an NI cDAQ-9188XT Ethernet case and the mathematic modeling analysis system module based on Matlab. The invention integrates signal acquisition, analysis and judgment into a whole, and reduces the problem of misjudgment caused by inconsistent boundary judgment; the automation degree is high, the labor cost is saved, and the production efficiency is improved.

Description

Fan abnormal sound detecting system
Technical field
The present invention relates to fan detection technique field, be specifically related to a kind of fan abnormal sound detecting system.
Background technology
From heavy mechanical equipment to electronic equipment, radiator fan is the guarantee that equipment runs well.Along with electronic product Development, the noise problem of radiator fan directly affects the life having influence on people, also receives more and more attention.Manufacture Factory starts to pay attention to and strictly arrive to be not allow for any abnormal sound, so the requirement to the detection of fan abnormal sound becomes the most urgent.At present The detection of fan abnormal sound is manufactured almost exclusively by the special coroner of training and the fan before rolling off the production line is carried out audition examination, and with this Judge the excellent, secondary of fan.And be the most all difficult to be substituted by automation equipment, consume a large amount of hand labor This, and owing to the repetition monotonous labour of people judges to make that workman is tired, subjective judgment misalignment, often occur failing to judge, judge by accident and The situation of misjudgement, abnormal sound detection is extremely difficult to effectively control, and causes defect ware to come into the market, impacts company.
Chinese patent application CN201410428701.5 discloses a kind of fan abnormal sound resonance measuring equipment, includes the end Seat, fan retaining bracket, resonance part, resonance part fix seat and vibration signal pickup analysis device, fan retaining bracket and resonance part Fixing seat is respectively arranged on base;Have one for setting the embedding slot of fan on this fan retaining bracket, fan outlet court On be embedded in this embedding slot;This resonance part lower end tilts to be fixed on resonance part and fixes on seat, resonance part upper end extending obliquely in Above fan outlet;This vibration signal pickup analysis device is connected with resonance part, this vibration signal pickup analysis device bag Include acceleration transducer and be attached thereto to analyze and show the analyser of vibration signal.This patent application is by detecting through wind Fan vibration causes the resonance part of resonance to detect fan abnormal sound, and indirect detection easily causes error, thus affects testing result Reliability.
Chinese patent application CN201220114427.0 discloses the safety early warning device of a kind of medium and small bridges operation phase, Including NICompactRIO cabinet, this NICompactRIO cabinet is provided with NICompactRIO embedded controller, NI9237 data collecting card, NI9203 data collecting card and NI9234 data collecting card, described NI9237 data collecting card, NI9203 data collecting card and NI9234 data collecting card are connected with NICompactRIO embedded controller respectively, described Connecting on NI9237 data collecting card and have strain gauge, described NI9203 data collecting card connects pressure transmitter, described Connect on NI9234 data collecting card and have acceleration transducer.NICompactRIO cabinet is that National Instruments produces Data acquisition platform, connected multiple data collecting plate card can be used for the collection of various simulation, digital signal, all data Analog input card all supports hot plug, and easy to use and reliable property is high.The most high-precision NI data collecting system is not the most employed During the detection of fan abnormal sound.
Fan heat condition in use should also be as being put in detection range, and it reflects to a certain extent Whether fan component exists the situation of operation irregularity, but the detection time is the shortest, is difficult to fan during detection Heat condition reflects.
It addition, in the detection of fan abnormal sound, generally require and sensing parts be connected on fan to be measured, and fan to be measured Mostly it is not easily installed the setting of sensing parts, detection is caused difficulty;Simultaneously need to by fan to be measured and some test section Part is attached, and the steadiness of different fan is different, if fan is placed shakiness and also will be impacted detection, even results in inspection Survey error.
Summary of the invention
For the deficiencies in the prior art, the purpose of the present invention aims to provide a kind of test process and more stablizes and automatization's journey Degree is high, test result more precisely reliable fan abnormal sound detecting system.
For achieving the above object, the present invention adopts the following technical scheme that
Fan abnormal sound detection method, comprises the steps of
S1, sense and identify fan to be measured because of vibration produce acceleration signal and the acoustical signal of fan to be measured;
S2, the acceleration signal gathering fan to be measured and acoustical signal;
S3, extract and treat by the acceleration signal of fan to be measured and acoustical signal being carried out frequency domain conversion and time domain conversion Survey the characteristic of fan;
S4, anticipatory data to fan to be measured are modeled, and the characteristic of fan to be measured are carried out in anticipatory data Contrast;
S5, according to whether there are differences between characteristic and anticipatory data and fan to be measured is carried out point by the size of difference Class.
Further, in said fans abnormal sound detection method, step S1 also includes by being turned by the heat energy that fan to be measured produces Changing the signal of telecommunication into thus obtain the heat energy signal of fan to be measured, step S2 also includes gathering this heat energy signal, and step S3 also includes Changing by the heat energy signal of fan to be measured carries out frequency domain conversion and time domain, the characteristic in step S3, S4, S5 also includes The characteristic extracted is changed by the heat energy signal of fan to be measured being carried out frequency domain conversion and time domain.
Fan abnormal sound detecting system, including:
Sensor assembly, including acceleration transducer and sound transducer, this acceleration transducer is used for identifying and transmitting The acceleration signal that fan to be measured produces because of vibration, this sound transducer is for identifying and transmit the acoustical signal of fan to be measured;
Signal acquisition module, this signal acquisition module includes the NI9234 number for gathering acceleration signal and acoustical signal According to capture card and for realizing the NI cDAQ-9188XT Ethernet cabinet that multi channel signals is measured, this NI9234 data acquisition Truck connects acceleration transducer and sound transducer respectively, this NI9234 data collecting card be also connected with NI cDAQ-9188XT with Too net cabinet;
The data handling system being arranged in computer, this data handling system includes that data based on Labview are changed And characteristic extracting module and mathematical modeling based on Matlab analyze system module, should data based on Labview conversion and special Levy extraction module and connect NI cDAQ-9188XT Ethernet cabinet and mathematical modeling based on Matlab analysis system module respectively, It is somebody's turn to do data based on Labview conversion and characteristic extracting module for receiving the acceleration signal from signal acquisition module and sound Tone signal also carries out feature extraction by the signal gathered carries out the conversion of time domain and frequency domain;Should mathematics based on Matlab The anticipatory data of fan to be measured is modeled and by from data based on Labview conversion and spy by Modeling Analysis System module Whether the characteristic levying extraction module contrasts with anticipatory data, there are differences according between this feature data and anticipatory data And fan to be measured classified by the size of difference.
Further, sensor assembly also includes thermoelectric converter, and this thermoelectric converter is for producing fan to be measured Heat energy is converted to the signal of telecommunication thus obtains the heat energy signal of fan to be measured, and this thermoelectric converter connects NI9234 data collecting card.
Preferably, thermoelectric converter comprises at least two the strip thermoelectricity thick films being in series through conductive metal sheet, should Thermoelectricity thick film with antimony telluride powder be thermoelectricity conductive particle, with ethyl cellulose as binding agent, with terpineol for solvent preparation and Becoming, the quality of antimony telluride powder and ethyl cellulose is 172:1 to 175:1 than scope, will be according to the load weighted tellurium of this mass ratio Change antimony powder end is dispensed in the terpineol solution of ethyl cellulose makes slurry, then by the mode of silk screen printing or spin coating by this slurry Strip thick film made by material, improves its consistency through isostatic cool pressing after strip thick film molding.
Preferably, the fineness of the antimony telluride powder of selection is 200 mesh.
Preferably, the pressure of isostatic cool pressing is 8MPa.
Preferably, the fan abnormal sound detecting system that the present invention provides also includes the fixed support for fixing fan to be measured, This fixed support includes fixing seat, the column being arranged on fixing seat and the fixture being connected on column, and this fixture includes Being molded into installation portion and the gripping portion of one, this installation portion through column, this installation portion is interspersed with one in mobilizable mode With the screw rod of installation portion threaded engagement, this screw rod is positioned at one end of installation portion and forms one for pushing up pressure column with stationary fixture position The top splenium put, is provided with flexible clamping plate for connecting inside the gripping portion of fan to be measured.
Preferably, it is provided with the installing hole for arranging sound transducer and acceleration transducer on outside gripping portion.
Preferably, column is provided with the scale of expression stem height.
The beneficial effects of the present invention is:
(1) collect signals collecting, analyze and be judged as one, reduce the erroneous judgement manually brought because limits judgment is inconsistent and ask Topic;
(2) test is more stable, operated quickly and conveniently, and automaticity is high, saves labour turnover, and is conducive to improving and produces effect Rate;
(3) according to the high precision collecting module of NI, the accuracy of detection and the reliability of testing result are substantially increased;
(4) strip thermoelectricity thick film be in series formed thermoelectric converter can expeditiously the heat condition of fan to be measured be turned It is changed to the signal of telecommunication detect, overcomes the detection time short difficult problem being difficult to reflect fan heat condition to be measured;
(5) thermoelectricity thick film is prepared from by antimony telluride thermoelectric material, ethyl cellulose and terpineol, and wherein antimony telluride is to continue Thermoelectric material emerging after Tellurobismuthite., possesses good thermoelectricity capability, and ethyl cellulose has bonding, filling, film forming etc. and makees With, its water insoluble and Heat stability is good, ensure the stability of thermoelectric converter to a certain extent;
(6) ethyl cellulose and terpineol price for manufacturing other conventional materials of thermoelectricity thick film is the lowest Honest and clean, and performance is excellent, and toxicity is small, contributes to reducing production cost while being conducive to ensureing health;
(7) thermoelectricity conductive particle antimony telluride powder and increasing to as the mass ratio between the ethyl cellulose of binding agent 172:1 to 175:1, significantly reduces the volume that binding agent is shared in thermoelectricity thick film on the premise of ensureing thick film energy molding Ratio, substantially increases the volume ratio that thermoelectricity conductive particle is shared in thermoelectricity thick film in other words, thus improves thermoelectricity thick film Thermoelectricity capability;
(8) inventor uses the merit of antimony telluride thermoelectricity thick film that thermoelectricity thick film preparation method provided by the present invention is prepared into The rate factor reaches 0.27 mW/m K2, with reference to the periodical platform IOP SCIENCE being published in British royal physical society for 2011 On paper " Dispenser-printed planar thick-film thermoelectric energy Generators " (printing legal system Two-Dimensional Heat electricity thick film energy generator), this paper with antimony telluride be thermoelectricity conductive particle, with ring Epoxy resins is binding agent, and the power factor of the antimony telluride thermoelectricity thick film prepared is 0.16 mW/m K2, the present invention provides Antimony telluride thermoelectricity thick film preparation method improves the conversion efficiency of thermoelectric of antimony telluride thermoelectricity thick film, be applied to fan detection in more have It is beneficial to detect the heat condition of fan to be measured;
(9) use fixed support that fan to be measured is fixed, easily facilitate detection;
(10) it is provided with flexible clamping plate inside the gripping portion of fixture, enhances the tight journey of fixture and fan to be measured laminating Degree, on the frequency of vibration as making fixture be in fan to be measured, it is to avoid affect abnormal sound detection because increasing fixture;
(11) it is provided with installing hole on outside the gripping portion of fixture, it is simple to sound transducer and acceleration transducer are carried out Install, overcome sensor and be difficult to press close to a difficult problem for fan to be measured;
(12) fixture being used for gripping fan to be measured is connected to column by mobilizable form, can be according to actual needs The height of alignment jig;
(13) it is provided with scale on column, beneficially the accurate adjustment of fixture height, thus is conducive to carrying of detection quality High;
(14) use two fixed supports staggered relatively to grip fans to be measured simultaneously, make that fan to be measured is unsettled carries out abnormal sound Detection, can get rid of because produced abnormal sound built on the sand placed by fan to be measured.
Accompanying drawing explanation
Fig. 1 is the structured flowchart of fan abnormal sound detecting system of the present invention.
Fig. 2 is the FB(flow block) of fan abnormal sound detection method of the present invention.
Fig. 3 is the structural representation of thermoelectric converter in the present invention.
Reference: 1, thermoelectricity thick film;2, conductive metal sheet.
Detailed description of the invention
Below, in conjunction with accompanying drawing and detailed description of the invention, the present invention is described further:
Embodiment 1
As it is shown in figure 1, fan abnormal sound detecting system, including sensor assembly, signal acquisition module, data handling system and Fixed support, sensor assembly includes acceleration transducer, sound transducer and thermoelectric converter, and this acceleration transducer is used for Identifying and transmit the acceleration signal that fan to be measured produces because of vibration, this sound transducer is for identifying and transmit fan to be measured Acoustical signal, this thermoelectric converter obtains the heat of fan to be measured for the heat that fan to be measured produces is converted to the signal of telecommunication Can signal;Signal acquisition module includes the NI9234 data acquisition for gathering acceleration signal, acoustical signal and heat energy signal Block and for realizing the NI cDAQ-9188XT Ethernet cabinet that multi channel signals is measured, this NI9234 data collecting card divides Not connecting acceleration transducer, sound transducer and thermoelectric converter, this NI9234 data collecting card is also connected with NI cDAQ- 9188XT Ethernet cabinet;Data handling system is arranged in computer, and this data handling system includes number based on Labview Analyze system module according to conversion and characteristic extracting module and mathematical modeling based on Matlab, should data based on Labview turn Change and characteristic extracting module connects NI cDAQ-9188XT Ethernet cabinet and mathematical modeling of based on Matlab analysis system respectively System module, is somebody's turn to do data based on Labview conversion and characteristic extracting module for receiving the acceleration from signal acquisition module Signal, acoustical signal and heat energy signal also carry out feature extraction by the signal gathered carries out the conversion of time domain and frequency domain;Should Mathematical modeling based on Matlab analyze system module the anticipatory data of fan to be measured is modeled and will from based on The data conversion of Labview and the characteristic of characteristic extracting module contrast with anticipatory data, according to this feature data and Whether there are differences between anticipatory data and fan to be measured is classified by the size of difference;
Fixed support includes fixing seat, the column being arranged on fixing seat and the fixture being connected on column, this folder Tool includes being molded into installation portion and the gripping portion of one, and column is provided with the scale representing stem height, and this installation portion is with can Movable mode, through column, this installation portion is interspersed with the screw rod of one and installation portion threaded engagement, and this screw rod is positioned at installation portion Interior one end forms a top splenium being used for pushing up pressure column with stationary fixture position, for connecting inside the gripping portion of fan to be measured Be provided with flexible clamping plate, strengthen gripping portion in the laminating compactness of fan to be measured, outside gripping portion on be provided with for arranging sound Sound sensor and the installing hole of acceleration transducer.
Vibration produces acceleration, and acceleration transducer sensing transmission acceleration information, this acceleration information is after treatment Can find out the Vibration Condition of fan to be measured intuitively, if using acceleration transducer to detect, the data detected are non-thread Linearity curve, is difficult to observe the Vibration Condition of fan to be measured.
Embodiment 2
During as in figure 2 it is shown, fan abnormal sound detecting system of the present invention uses, comprise following detecting step:
Fan to be measured is held between two fixed supports by S1, two support bracket fastened gripping portions staggered relatively, according to Practical situation adjusts fixture position on column;
S2, sound transducer and acceleration transducer are installed on the installing hole outside gripping portion, by thermoelectric converter It is arranged on fan to be measured;
S3, open fan to be measured;
S4, acceleration transducer identification also transmit the acceleration signal that fan to be measured produces because of vibration, and sound transducer is known Not and transmit the acoustical signal of fan to be measured, thermoelectric converter obtains by the heat energy that fan to be measured produces is converted to the signal of telecommunication The heat energy signal of fan to be measured;
S5, NI9234 data collecting card collection carrys out the acceleration signal of acceleration sensor, from sound transducer Acoustical signal and the heat energy signal from thermoelectric converter, and this acceleration signal, acoustical signal and heat energy signal are passed through NI CDAQ-9188XT Ethernet cabinet is sent to data based on Labview conversion and characteristic extracting module;
The conversion of S6, data based on Labview and characteristic extracting module are by acceleration signal, acoustical signal and heat energy Signal carries out time domain conversion and frequency domain changes the characteristic extracting fan to be measured, and by the characteristic transmission of fan to be measured System module is analyzed to mathematical modeling based on Matlab;
S7, mathematical modeling based on Matlab are analyzed system module and are modeled the anticipatory data of fan to be measured and will treat The characteristic surveying fan contrasts with anticipatory data;
S8, according to whether there are differences between this feature data and anticipatory data and fan to be measured is carried out by the size of difference Classification.
Embodiment 3
As it is shown on figure 3, the thermoelectric converter that the present invention uses to comprise at least two be in series through conductive metal sheet 2 long Strip thermoelectricity thick film 1, this thermoelectricity thick film 1 with the antimony telluride powder of 200 mesh be thermoelectricity conductive particle, with ethyl cellulose for bonding Agent, being prepared from terpineol for solvent, the quality of antimony telluride powder and ethyl cellulose is 172:1 to 175:1 than scope, will It is dispensed in the terpineol solution of ethyl cellulose according to this mass ratio load weighted antimony telluride powder and makes slurry, terpineol Ethyl cellulose should just be dissolved by amount, if crossing major general to be not enough to ethyl cellulose dissolved, if too much will affect the thick of slurry Degree, the most last quality of forming film, the amount of terpineol be obtainable empirical value after testing for several times, then with silk screen printing or rotation This slurry is made strip thick film by the mode being coated with, and the terpineol as solvent is volatilized and cools down through Overheating Treatment by this strip thick film To room temperature, within about ten seconds, improve its consistency through 8MPa isostatic cool pressing.
The power factor of the antimony telluride thermoelectricity thick film prepared reaches 0.27 mW/m K2, power factorFor Seebeck system Number (Seebeck coefficient)Square and electrical conductivityProduct, according to the theory of Germany scientist Altenkirch, thermoelectricity turns The thermoelectric material that transducing power is high should possess the higher electrical conductivity of higher Seebeck coefficient (Seebeck coefficient) and less heat Conductance, wherein Seebeck coefficient (Seebeck coefficient) and power factor are conventional to pass judgment on the thermoelectricity capability of thermoelectric material.
It will be apparent to those skilled in the art that can technical scheme as described above and design, make other various Corresponding change and deformation, and all these change and deformation all should belong to the protection domain of the claims in the present invention Within.

Claims (7)

1. fan abnormal sound detection method, it is characterised in that comprise the steps of
S1, sense and identify fan to be measured because of vibration produce acceleration signal and the acoustical signal of fan to be measured, by treating The heat energy that survey fan produces is converted to the signal of telecommunication thus obtains the heat energy signal of fan to be measured;
S2, the acceleration signal gathering fan to be measured and acoustical signal, gather this heat energy signal;
S3, change, by by be measured by the acceleration signal of fan to be measured and acoustical signal being carried out frequency domain conversion and time domain The heat energy signal of fan carries out frequency domain conversion and time domain changes the characteristic extracting fan to be measured;
S4, anticipatory data to fan to be measured are modeled, and the characteristic of fan to be measured are contrasted in anticipatory data;
S5, according to whether there are differences between characteristic and anticipatory data and fan to be measured is classified by the size of difference.
2. fan abnormal sound detecting system, it is characterised in that including:
Sensor assembly, including acceleration transducer and sound transducer, this acceleration transducer is used for identifying and transmit to be measured The acceleration signal that fan produces because of vibration, this sound transducer, for identifying and transmit the acoustical signal of fan to be measured, also wraps Including thermoelectric converter, this thermoelectric converter obtains fan to be measured for the heat energy that fan to be measured produces is converted to the signal of telecommunication Heat energy signal, this thermoelectric converter comprises at least two the strip thermoelectricity thick films being in series through conductive metal sheet, this thermoelectricity Thick film with antimony telluride powder be thermoelectricity conductive particle, with ethyl cellulose as binding agent, be prepared from terpineol for solvent, tellurium Changing the antimony powder end quality with ethyl cellulose is 172:1 to 175:1 than scope, will be according to this mass ratio load weighted telluride antimony powder End is dispensed in the terpineol solution of ethyl cellulose makes slurry, then is made by this slurry by the mode of silk screen printing or spin coating Strip thick film, improves its consistency through isostatic cool pressing after strip thick film molding;
Signal acquisition module, this signal acquisition module includes the NI9234 data acquisition for gathering acceleration signal and acoustical signal Truck and for realize multi channel signals measure NI cDAQ-9188XT Ethernet cabinet, this NI9234 data collecting card Connecting acceleration transducer and sound transducer respectively, thermoelectric converter connects NI9234 data collecting card, these NI9234 data Capture card connects NI cDAQ-9188XT Ethernet cabinet;
The data handling system being arranged in computer, this data handling system includes data based on Labview conversion and spy Levy extraction module and mathematical modeling based on Matlab analyzes system module, be somebody's turn to do data based on Labview conversion and feature carries Delivery block connects NI cDAQ-9188XT Ethernet cabinet respectively and mathematical modeling based on Matlab analyzes system module, this base Data in Labview are changed and characteristic extracting module is for receiving the acceleration signal from signal acquisition module and sound letter Number and carry out feature extraction by the signal from signal acquisition module being carried out the conversion of time domain and frequency domain;Should be based on The anticipatory data of fan to be measured is modeled and will be from based on Labview by the mathematical modeling analysis system module of Matlab Data conversion and the characteristic of characteristic extracting module contrast with anticipatory data, according to this feature data and anticipatory data Between whether there are differences and fan to be measured is classified by the size of difference.
3. fan abnormal sound detecting system as claimed in claim 2, it is characterised in that the fineness of this antimony telluride powder is 200 mesh.
4. fan abnormal sound detecting system as claimed in claim 2 or claim 3, it is characterised in that the pressure of isostatic cool pressing is 8MPa.
5. fan abnormal sound detecting system as claimed in claim 2, it is characterised in that also include two staggered relatively fixing Frame, this fixed support is used for fixing fan to be measured, this fixed support include fixing seat, the column being arranged on fixing seat, with And the fixture being connected on column, this fixture includes the installation portion being molded into one and gripping portion, and this installation portion is with mobilizable Mode passes column, and this installation portion is interspersed with the screw rod of one and installation portion threaded engagement, and this screw rod is positioned at the one of installation portion End forms a top splenium being used for pushing up pressure column with stationary fixture position, is provided with inside the gripping portion of fan to be measured for connecting Flexible clamping plate.
6. fan abnormal sound detecting system as claimed in claim 5, it is characterised in that be provided with installing hole on outside gripping portion.
7. the fan abnormal sound detecting system as described in claim 5 or 6, it is characterised in that be provided with expression column on column high The scale of degree.
CN201610050636.6A 2016-01-26 2016-01-26 Fan abnormal sound detection system Active CN105588636B (en)

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CN106291283A (en) * 2016-08-18 2017-01-04 济南学泰电子科技有限公司 A kind of insulator monitoring instrument and monitoring method
CN106323456A (en) * 2016-08-18 2017-01-11 济南学泰电子科技有限公司 Sound detecting type electric power equipment operation state monitor and sound detecting type electric power equipment operation state monitoring method
CN109297582A (en) * 2017-07-25 2019-02-01 台达电子电源(东莞)有限公司 The detection device and detection method of fan abnormal sound
CN111457434B (en) * 2020-04-15 2022-05-17 宁波方太厨具有限公司 Range hood and resonance abnormal sound eliminating method thereof
TWI762122B (en) * 2020-12-29 2022-04-21 建準電機工業股份有限公司 Fan automatic detection system and fan automatic detection method

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KR100323334B1 (en) * 1999-02-18 2002-02-19 윤덕용 A method of the predicting fan noise
CN101581622B (en) * 2008-05-16 2011-08-24 台达电子工业股份有限公司 Fan checking device
CN201292973Y (en) * 2008-11-05 2009-08-19 元山科技工业股份有限公司 Radiator fan device capable of display running noise
CN203249686U (en) * 2013-05-20 2013-10-23 东莞市杰创电子测控科技有限公司 Fan vibration testing system

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Address after: 519180 3rd Floor, Office Building, Building A, No. 5, Yangqing Street, Jing'an Town, Doumen District, Zhuhai City, Guangdong Province; Area A, First Floor, Building A

Patentee after: Zhuhai Jingshi Measurement and Control Technology Co.,Ltd.

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