CN103983881B - The method for diagnosing faults of nuclear detector and device - Google Patents

The method for diagnosing faults of nuclear detector and device Download PDF

Info

Publication number
CN103983881B
CN103983881B CN201410248345.9A CN201410248345A CN103983881B CN 103983881 B CN103983881 B CN 103983881B CN 201410248345 A CN201410248345 A CN 201410248345A CN 103983881 B CN103983881 B CN 103983881B
Authority
CN
China
Prior art keywords
nuclear detector
circuit
fault
detector
cpu processor
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.)
Expired - Fee Related
Application number
CN201410248345.9A
Other languages
Chinese (zh)
Other versions
CN103983881A (en
Inventor
颜拥军
周剑良
王庆震
付德顺
曹真伟
祁铁涛
易凌凡
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.)
University of South China
Original Assignee
University of South China
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 University of South China filed Critical University of South China
Priority to CN201410248345.9A priority Critical patent/CN103983881B/en
Publication of CN103983881A publication Critical patent/CN103983881A/en
Application granted granted Critical
Publication of CN103983881B publication Critical patent/CN103983881B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Monitoring And Testing Of Nuclear Reactors (AREA)

Abstract

The method for diagnosing faults of a kind of nuclear detector and device, failure detector is connected with nuclear detector, under nuclear detector nominal situation, the wave-shaping circuit of nuclear detector, analog amplify circuit and the signal data of core probe is gathered by failure detector, the mode processed by data extracts the characteristic information of nuclear detector, by extracting the eigenvalue of these data, thus set up data message storehouse under normal condition.When fault occurs maybe will occur, the one or more meeting in these characteristic parameter information changes, and is different from the parameter information under nominal situation.When to nuclear detector monitoring or detection, data are obtained again by gathering, and obtain characteristic parameter now by the method for data analysis, contrast with the information in data message storehouse, whether broken down exception by its diversity judgement nuclear detector, and judge fault type, position, it is achieved the intelligent decision to nuclear detector fault.

Description

The method for diagnosing faults of nuclear detector and device
Technical field
The invention belongs to automation control area, the fault especially for nuclear radiation detector is examined Disconnected method and device.
Background technology
Nuclear radiation detector as nuclear science study in one important nuclear radiation measurement instrument, it It it is the source obtaining various radiation informations.Nuclear detector output signal-noise ratio is low, background clutter By force, the most usually it is operated in the adverse circumstances of high temperature, high radiation so that nuclear detector is easily sent out Raw fault.
At present, in order to ensure to control the reliability of monitoring system, maintainability and safety, logical Usually through manual inspection nuclear detector, although manual inspection nuclear detector is it appeared that some are obvious Physical damage, but can not perceive in nuclear detector fault, and most nuclear detection There is higher radiation the erecting bed of device, goes artificially to find and repair these instrument failures to be difficult to do To timely and effective, and the health of patrol officer also can be by the intense radiation of production scene and having The harm of poison harmful gas.The character order of severity of correct decision nuclear detector fault and position, Often require that operator have rich experience, understand controlling the deep of monitoring system, no Then be likely to occur fail to judge, judge by accident, maloperation.
Traditional nuclear detector 1 as shown in the dotted line frame in accompanying drawing 1, including wave-shaping circuit 1-1, Analog amplify circuit 1-2 and core probe 1-3, the first signal output part b1 of core probe 1-3 It is connected with the first signal input part c1 of analog amplify circuit 1-2, analog amplify circuit 1-2 The first signal input part e1 of the first signal output part c2 and wave-shaping circuit 1-1 be connected.? Under instrument digitized and Intelligent Developing Trends, nuclear detector exists automatic fault intelligent diagnostics to be wanted Ask.Therefore, find accurately and rapidly and solve in time nuclear detector fault and just become to have very much Necessary.
Summary of the invention
It is an object of the invention to overcome the above-mentioned deficiency of prior art to provide a kind of nuclear detector Automatic fault diagnosis method and device.
The technical scheme is that the method for diagnosing faults of a kind of nuclear detector, fault is examined The signal output part of the D/A converter in disconnected device and the analog amplify circuit in nuclear detector Secondary signal input c3 connect, the secondary signal outfan c4 of analog amplify circuit with therefore The d1 end of the multiselect switch in the barrier diagnostic equipment connects, the CPU process in trouble-shooter The secondary signal input of the wave-shaping circuit in the secondary signal outfan a2 of device and nuclear detector E2 connects, the signal output part e3 of wave-shaping circuit and the 3rd signal input part of CPU processor A3 connects, the secondary signal outfan b2 of the core probe in nuclear detector and trouble-shooter In high-low pressure voltage detection module signal input part connect.
Under nuclear detector nominal situation, gather wave-shaping circuit, simulation by failure detector Amplifying circuit and the signal data of core probe, from statistical indicator, the time-frequency domain of nuclear detector signal Index is started with, and the mode processed by data extracts the characteristic information of nuclear detector, thus just sets up Often data message storehouse under state, and be stored in CPU processor.
Described statistical indicator includes meansigma methods, mean-square value, virtual value, peak index and kurtosis Index.
When fault occurs maybe will occur, the one or more meeting in these characteristic parameter information Change, be different from the parameter information under nominal situation, obtained by the method for data analysis Parameter information under characteristic parameter now, with the nominal situation being stored in CPU processor 2 Whether contrast, broken down exception by its diversity judgement nuclear detector, and judge fault type, Position, it is achieved the intelligent decision to nuclear detector fault, guide maintenance personnel safeguard.
Its concrete detection method is as follows:
A, the core probe high-tension electricity potential source detection of nuclear detector, by many in trouble-shooter Choosing switch is connected with the signal output part of the high-low pressure voltage detection module in trouble-shooter, The high-tension electricity potential source of core probe, after high-low pressure voltage detection module is changed, utilizes fault diagnosis to fill A/D converter in putting gathers the conversion value of high-low pressure voltage detection module, trouble-shooter In CPU processor by A/D converter obtain after data with the benchmark in failure detector The magnitude of voltage of voltage module contrasts, and monitors its difference by the long period and judge high pressure Power supply drift, permanent deviation fault.When contrasting with the magnitude of voltage of reference voltage module, will be many Select switch to be transformed into be connected with reference voltage module.
B, the fault detect of analog amplify circuit of nuclear detector, put multiselect switch with simulation The signal output part of big circuit connects, and CPU processor is changed by the D/A in barrier detection device Device produces the standard signal of core probe output, is applied to analog amplify circuit, and changes with A/D Device gathers the response wave shape of analog amplify circuit, due to components and parts and the circuit of analog amplify circuit Connected mode is it is known that therefore, it is possible to obtain the transmission function of analog amplify circuit, by circuit Response wave shape analysis and transfer function model result of calculation contrast, it is judged that Simulation scale-up electricity Whether and fault type the fault on road, determines during as broken down in analog amplify circuit and occurs The components and parts of fault.
C, the fault detect of wave-shaping circuit of nuclear detector, CPU processor is directly to wave-shaping circuit Send specific digit pulse, by detection wave-shaping circuit pulse export, and be stored in Normal impulse waveform Characteristic Contrast in CPU processor, thus whether judge wave-shaping circuit fault.
D, the fault detect of nuclear detector output signal, utilize A/D converter sampling nuclear detection The signal output waveform of device, and by with the statistical indicator being stored in CPU processor, time-frequency Territory index contrast, judges the fault of nuclear detector.
The impulse waveform of nuclear detector output depends on the characteristic of nuclear detector, sonde configuration, electricity Son is learned and incoming particle kind and energy.When core impulse waveform parameter changes, it is possible to Judge whether nuclear detector breaks down and break down according to core impulse waveform parameter attribute Position and reason.Described core impulse waveform parameter include meansigma methods, mean-square value, virtual value, Peak value, pulse are along rise time, pulse along fall time statistical indicator.
Nuclear detector signal statistics:
1) pulse height distribution meets normal distribution:
Wherein, P (A) is the probability of pulse amplitude,For average amplitude, σAIt is poor for amplitude criteria, Determined by detector intrinsic energy resolution rate,
2) impulsive noise distribution meets normal distribution law.
Noise signal in nuclear electronics is mainly shot noise nuclear heat noise, its probability density Function becomes Gauss normal distribution
In formulaAverage noise, σ is the mean-squared departure of noise voltage voltage.
3) pulse interval meets exponential rule:
I (t)=ICRt×e-ICR·t(formula 4)
Wherein, ICRt is the average counter rate (radioactivity A) of pulse, unit/s.
Determination methods includes first carrying out pre-to the signal of nuclear detector under system nominal situation Process, get rid of and gather noise contained in signal and rough error;Secondly after for processing Signal uses the method for data analysis to carry out feature information extraction, and sets up event for different faults Barrier data base.When nuclear detector is monitored, data need to be extracted from the signal waveform obtained Eigenvalue, compares with the characteristic information in the Mishap Database set up before this after process, from And nuclear detector is carried out fault detect and Fault Identification.Wherein the extraction of eigenvalue can be by can Survey signal processing method, time-domain and frequency-domain method and core impulse waveform characteristic method data analysing method to realize, It is achieved thereby that the detection of nuclear detector output signal failure, identify, position.
The trouble-shooter that said method uses includes CPU processor, D/A converter, height Low voltage voltage detection module, reference voltage module, multiselect switch and A/D converter, at CPU First signal output part a1 of reason device is connected with D/A converter signal input part, just piezoelectricity The d2 end that the signal output part of pressure detection module switchs with multiselect is connected, reference voltage module The d3 end that signal output part switchs with multiselect is connected, and the outfan of multiselect switch is changed with A/D Device signal input part connects, and the signal output part of A/D converter is believed with the 4th of CPU processor Number input a4 connects, and the 5th signal input part a5 of CPU processor is many with multiselect switch Select switch control terminal to connect, the 5th signal input part a5 of CPU processor control multiselect and open The conversion closed.
The present invention compared with prior art has a characteristic that
Present invention core probe high voltage power supply, analog amplify circuit, one-tenth by detection nuclear detector The output signal of shape circuit, and signal is carried out data analysis, believe with the feature under nominal situation Cease as reference, by analyzing the data that same fault produces, it is thus achieved that the characteristic information of fault, The fault of nuclear detector is carried out division and sets up Mishap Database.Can with after fault database Data Comparison Detection failure exception, expects fault progression direction by failure mode, guide maintenance personnel quickly, Solve fault accurately.
Below in conjunction with the drawings and specific embodiments, the detailed construction of the present invention is retouched further State.
Accompanying drawing explanation
Accompanying drawing 1 is the trouble-shooter connection diagram with nuclear detector of the present invention.
Detailed description of the invention
The method for diagnosing faults of a kind of nuclear detector, by the D/A converter in trouble-shooter The signal output part of 3 inputs with the secondary signal of the analog amplify circuit 1-2 in nuclear detector 1 End c3 connects, the secondary signal outfan c4 of analog amplify circuit 1-2 and trouble-shooter In the d1 end of multiselect switch 6 connect, the of the CPU processor 2 in trouble-shooter The secondary signal input of binary signal outfan a2 and the wave-shaping circuit 1-1 in nuclear detector 1 E2 connects, the signal output part e3 of wave-shaping circuit 1-1 and the 3rd signal of CPU processor 2 Input a3 connects, the secondary signal outfan b2 of core in nuclear detector 1 probe 1-3 with The signal input part of the high-low pressure voltage detection module 4 in trouble-shooter connects.
Under nuclear detector 1 nominal situation, by failure detector gather wave-shaping circuit 1-1, Analog amplify circuit 1-2 and the signal data of core probe 1-3, from the system of nuclear detector 1 signal Meter index, time-frequency domain index are started with, and the mode processed by data extracts the feature of nuclear detector 1 Information, by extracting the eigenvalue of these data, thus sets up data message storehouse under normal condition, And be stored in CPU processor 2.
Described statistical indicator includes meansigma methods, mean-square value, virtual value, peak index and kurtosis Index.
When fault occurs maybe will occur, the one or more meeting in these characteristic parameter information Change, be different from the parameter information under nominal situation, obtained by the method for data analysis Parameter information under characteristic parameter now, with the nominal situation being stored in CPU processor 2 Whether contrast, broken down exception by its diversity judgement nuclear detector 1, and judge failure classes Type, position, it is achieved the intelligent decision to nuclear detector 1 fault, guide maintenance personnel tie up Protect.
Its concrete detection method is as follows:
A, the core probe 1-3 high-tension electricity potential source detection of nuclear detector 1, by trouble-shooter In multiselect switch 6 defeated with the signal of the high-low pressure voltage detection module 4 in trouble-shooter Go out end connect, core probe 1-3 high-tension electricity potential source through high-low pressure voltage detection module 4 change after, The A/D converter 7 in trouble-shooter is utilized to gather turning of high-low pressure voltage detection module 4 Change value, after the CPU processor 2 in trouble-shooter obtains data by A/D converter 7 Contrast with the magnitude of voltage of the reference voltage module 5 in failure detector, and by longer Its difference of time supervision judges high voltage power supply drift, permanent deviation fault.With reference voltage module When the magnitude of voltage of 5 contrasts, multiselect switch 6 is transformed into and is connected with reference voltage module 5.
B, the fault detect of analog amplify circuit 1-2 of nuclear detector 1, switch 6 by multiselect Being connected with the signal output part of analog amplify circuit 1-2, CPU processor 2 is by barrier detection dress D/A converter 3 in putting produces the standard signal of core probe 1-3 output, is applied to simulation and puts Big circuit 1-2, and the response wave shape of analog amplify circuit 1-2 is gathered with A/D converter 7, Owing to components and parts and the circuit connecting mode of analog amplify circuit 1-2 is it is known that therefore, it is possible to obtain The transmission function of analog amplify circuit 1-2, by the response wave shape analysis of circuit and transmission letter The result of calculation contrast of digital-to-analogue type, it is judged that whether and fault the fault of analog amplify circuit 1-2 Type, determines the components and parts broken down in analog amplify circuit 1-2 during as broken down.
C, the fault detect of wave-shaping circuit 1-1 of nuclear detector 1, CPU processor 2 is the most right Wave-shaping circuit 1-1 sends specific digit pulse, and the pulse by detection wave-shaping circuit 1-1 is defeated Go out, and be stored in CPU processor 2 normal impulse waveform Characteristic Contrast, thus judge Whether wave-shaping circuit fault.
D, the fault detect of nuclear detector 1 output signal, utilize A/D converter 7 to sample core The signal output waveform of detector 1, and by referring to the statistics being stored in CPU processor 2 The contrast of mark, time-frequency domain index, judges the fault of nuclear detector 1.
Said method use trouble-shooter include CPU processor 2, D/A converter 3, High-low pressure voltage detection module 4, reference voltage module 5, multiselect switch 6 and A/D converter 7, the first signal output part a1 of CPU processor 2 are with D/A converter 3 signal input part even Connecing, the signal output part of high-low pressure voltage detection module 4 is connected with the d2 end of multiselect switch 6, The signal output part of reference voltage module 5 is connected with the d3 end of multiselect switch 6, and multiselect switchs The outfan of 6 is connected with A/D converter 7 signal input part, and the signal of A/D converter 7 is defeated Go out end to be connected with the 4th signal input part a4 of CPU processor 2, the of CPU processor 2 Five signal input part a5 are connected, by CPU process with the multiselect switch control terminal of multiselect switch 6 5th signal input part a5 of device 2 controls the conversion of multiselect switch 6.

Claims (2)

1. the method for diagnosing faults of a nuclear detector, described nuclear detector includes wave-shaping circuit, analog amplify circuit and core probe, first signal output part b1 of core probe is connected with the first signal input part c1 of analog amplify circuit, and the first signal output part c2 of analog amplify circuit is connected with the first signal input part e1 of wave-shaping circuit;It is characterized in that: the signal output part of the D/A converter in trouble-shooter is connected with the secondary signal input c3 of the analog amplify circuit in nuclear detector, the d1 end that the secondary signal outfan c4 of analog amplify circuit switchs with the multiselect in trouble-shooter is connected, the secondary signal outfan a2 of the CPU processor in trouble-shooter is connected with the secondary signal input e2 of the wave-shaping circuit in nuclear detector, the signal output part e3 of wave-shaping circuit is connected with the 3rd signal input part a3 of CPU processor, the secondary signal outfan b2 of the core probe in nuclear detector is connected with the signal input part of the high-low pressure voltage detection module in trouble-shooter;
Under nuclear detector nominal situation, wave-shaping circuit, analog amplify circuit and the signal data of core probe is gathered by failure detector, start with from the statistical indicator of nuclear detector signal, time-frequency domain index, the mode processed by data extracts the characteristic information of nuclear detector, by extracting the eigenvalue of these data, thus set up data message storehouse under normal condition, and it is stored in CPU processor;
Described statistical indicator includes meansigma methods, mean-square value, virtual value, peak index and kurtosis index;
When fault occurs maybe will occur, one or more meeting in these characteristic parameter information changes, it is different from the parameter information under nominal situation, characteristic parameter now is obtained by the method for data analysis, with the parameter information contrast being stored under the nominal situation in CPU processor, whether broken down exception by its diversity judgement nuclear detector, and judge fault type, position, realizing the intelligent decision to nuclear detector fault, guide maintenance personnel safeguard;
Its concrete detection method is as follows:
A, the core probe high-tension electricity potential source detection of nuclear detector, multiselect in trouble-shooter is switched and is connected with the signal output part of the high-low pressure voltage detection module in trouble-shooter, the high-tension electricity potential source of core probe is after high-low pressure voltage detection module is changed, the A/D converter in trouble-shooter is utilized to gather the conversion value of high-low pressure voltage detection module, the magnitude of voltage that CPU processor in trouble-shooter is obtained after data with the reference voltage module in failure detector by A/D converter contrasts, and monitor its difference by the long period and judge that high voltage power supply is drifted about, permanent deviation fault;When contrasting with the magnitude of voltage of reference voltage module, multiselect switch is transformed into and is connected with reference voltage module;
B, the fault detect of the analog amplify circuit of nuclear detector, multiselect switch is connected with the signal output part of analog amplify circuit, CPU processor produces the standard signal of core probe output by the D/A converter in barrier detection device, it is applied to analog amplify circuit, and the response wave shape of analog amplify circuit is gathered with A/D converter, owing to components and parts and the circuit connecting mode of analog amplify circuit are known, therefore, it is possible to obtain the transmission function of analog amplify circuit, by the response wave shape analysis of circuit and the result of calculation of transfer function model are contrasted, judge that whether and fault type the fault of analog amplify circuit, the components and parts broken down in analog amplify circuit are determined during as broken down;
C, the fault detect of wave-shaping circuit of nuclear detector, CPU processor directly sends specific digit pulse to wave-shaping circuit, exported by the pulse of detection wave-shaping circuit, and be stored in CPU processor normal impulse waveform Characteristic Contrast, thus whether judge wave-shaping circuit fault;
D, the fault detect of nuclear detector output signal, utilize the signal output waveform of A/D converter sampling nuclear detector, and by contrasting with the statistical indicator being stored in CPU processor, time-frequency domain index, judge the fault of nuclear detector.
nullThe method for diagnosing faults of a kind of nuclear detector the most according to claim 1,It is characterized in that: described trouble-shooter includes CPU processor、D/A converter、High-low pressure voltage detection module、Reference voltage module、Multiselect switch and A/D converter,First signal output part a1 of CPU processor is connected with D/A converter signal input part,The d2 end that the signal output part of high-low pressure voltage detection module switchs with multiselect is connected,The d3 end that the signal output part of reference voltage module switchs with multiselect is connected,The outfan of multiselect switch is connected with A/D converter signal input part,The signal output part of A/D converter is connected with the 4th signal input part a4 of CPU processor,The multiselect switch control terminal that 5th signal input part a5 of CPU processor switchs with multiselect is connected,The 5th signal input part a5 by CPU processor controls the conversion of multiselect switch.
CN201410248345.9A 2014-06-06 2014-06-06 The method for diagnosing faults of nuclear detector and device Expired - Fee Related CN103983881B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410248345.9A CN103983881B (en) 2014-06-06 2014-06-06 The method for diagnosing faults of nuclear detector and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410248345.9A CN103983881B (en) 2014-06-06 2014-06-06 The method for diagnosing faults of nuclear detector and device

Publications (2)

Publication Number Publication Date
CN103983881A CN103983881A (en) 2014-08-13
CN103983881B true CN103983881B (en) 2016-11-23

Family

ID=51275926

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410248345.9A Expired - Fee Related CN103983881B (en) 2014-06-06 2014-06-06 The method for diagnosing faults of nuclear detector and device

Country Status (1)

Country Link
CN (1) CN103983881B (en)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9609399B2 (en) * 2015-05-12 2017-03-28 Honeywell International Inc. Automatic reporting of prognosis data from wireless mesh sensors to cloud
CN105044759B (en) * 2015-07-29 2018-01-23 中国船舶重工集团公司第七一九研究所 A kind of state estimation of digital nuclear detector is with ensureing maintaining method and system
CN107748379A (en) * 2017-09-28 2018-03-02 重庆集元科技有限公司 The safety monitoring system of radiation agent content detection
CN110440833A (en) * 2019-09-03 2019-11-12 中核核电运行管理有限公司 Chromacoder and signal transducer card
CN110488343B (en) * 2019-09-03 2024-06-11 中核核电运行管理有限公司 Data processing board card for simulating faults and fault simulation method
CN110488339B (en) * 2019-09-04 2021-03-19 绵阳市维博电子有限责任公司 Gamma radiation detection circuit with diagnosis function and diagnosis method
CN114216861B (en) * 2021-12-06 2023-07-18 中国工程物理研究院核物理与化学研究所 Surface pollution measurement probe device, system and method
CN114236590B (en) * 2021-12-06 2024-06-07 中国工程物理研究院核物理与化学研究所 Environment-level gamma intelligent measuring probe device, system and method

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5646410A (en) * 1995-05-11 1997-07-08 Commissariat A L'energie Atomique System and method for validating the detection signal of a measuring chain with a wide band of nuclear radiations
CN201369177Y (en) * 2008-12-23 2009-12-23 中广核工程有限公司 Pressurized-water reactor nuclear power plant radiation monitoring system
CN201489116U (en) * 2009-04-14 2010-05-26 中国人民解放军第二炮兵装备研究院第二研究所 Failure self-repairing nuclear radiation monitoring device
CN102930907A (en) * 2012-10-16 2013-02-13 中国核电工程有限公司 Nuclear power plant digital radiation monitoring system
CN103336209A (en) * 2013-06-28 2013-10-02 中国人民解放军海军潜艇学院 Fault diagnosis device for nuclear radiation monitoring system
CN203350455U (en) * 2013-06-28 2013-12-18 中国人民解放军海军潜艇学院 Nuclear radiation monitoring system fault diagnostic device

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5646410A (en) * 1995-05-11 1997-07-08 Commissariat A L'energie Atomique System and method for validating the detection signal of a measuring chain with a wide band of nuclear radiations
CN201369177Y (en) * 2008-12-23 2009-12-23 中广核工程有限公司 Pressurized-water reactor nuclear power plant radiation monitoring system
CN201489116U (en) * 2009-04-14 2010-05-26 中国人民解放军第二炮兵装备研究院第二研究所 Failure self-repairing nuclear radiation monitoring device
CN102930907A (en) * 2012-10-16 2013-02-13 中国核电工程有限公司 Nuclear power plant digital radiation monitoring system
CN103336209A (en) * 2013-06-28 2013-10-02 中国人民解放军海军潜艇学院 Fault diagnosis device for nuclear radiation monitoring system
CN203350455U (en) * 2013-06-28 2013-12-18 中国人民解放军海军潜艇学院 Nuclear radiation monitoring system fault diagnostic device

Also Published As

Publication number Publication date
CN103983881A (en) 2014-08-13

Similar Documents

Publication Publication Date Title
CN103983881B (en) The method for diagnosing faults of nuclear detector and device
CN106093722B (en) A kind of positioning and recognition methods of cable local discharge
CN106017729B (en) A kind of motor temperature monitoring method based on statistical Process Control
WO2015135485A1 (en) Lightning strike distinguishing and locating method for optical fibre composite overhead ground wire
CN103884943B (en) A kind of comprehensive analysis and diagnosis method of deformation of transformer winding
CN103954815A (en) Electricity larceny prevention check main machine
CN108828406A (en) The fault recognition method and its system of non-intrusion type user power utilization
CN204064509U (en) A kind of temperature of high-tension switch cabinet on-line monitoring system
CN104090252B (en) Comprehensive detecting system and method for cable type fault indicator
CN111007365A (en) Ultrasonic partial discharge identification method and system based on neural network
CN116520236B (en) Abnormality detection method and system for intelligent ammeter
CN103267652B (en) Intelligent online diagnosis method for early failures of equipment
CN108986420A (en) A kind of power distribution cabinet monitoring alarm system
CN110553789A (en) state detection method and device of piezoresistive pressure sensor and brake system
CN114895163A (en) Cable inspection positioning device and method based on cable insulation performance
CN116028536A (en) External electricity stealing checking and detecting system for consistent power grid
CN116315173A (en) Battery temperature sampling system based on new energy automobile
CN106019089A (en) Method for carrying out partial discharging determination based on related relationship feature of alternate signals
CN105954620A (en) Power fault diagnosis system and method
JP2020187955A (en) Method and device for diagnosing switchgear
CN106500831B (en) Detection method and device of vibration sensor
CN205861834U (en) Failure tester
CN103868747A (en) Structural damage recognition system and recognition method based on time series symbolization
CN203870136U (en) Inspecting host for electricity larceny prevention
CN214954653U (en) Real-time monitoring and alarming system for comprehensive environment state of telecommunication room

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20161123