CN112032488B - Photoelectric detection equipment fault diagnosis device based on PSO (particle swarm optimization) optimization neural network - Google Patents
Photoelectric detection equipment fault diagnosis device based on PSO (particle swarm optimization) optimization neural network Download PDFInfo
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- CN112032488B CN112032488B CN202010863914.6A CN202010863914A CN112032488B CN 112032488 B CN112032488 B CN 112032488B CN 202010863914 A CN202010863914 A CN 202010863914A CN 112032488 B CN112032488 B CN 112032488B
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- 238000003745 diagnosis Methods 0.000 title claims abstract description 48
- 238000001514 detection method Methods 0.000 title claims abstract description 32
- 238000013528 artificial neural network Methods 0.000 title claims abstract description 9
- 238000005457 optimization Methods 0.000 title abstract description 8
- 239000002245 particle Substances 0.000 title abstract description 6
- 239000010720 hydraulic oil Substances 0.000 claims abstract description 32
- 238000007789 sealing Methods 0.000 claims abstract description 10
- 238000013500 data storage Methods 0.000 claims description 10
- 230000000694 effects Effects 0.000 abstract description 2
- 230000035945 sensitivity Effects 0.000 abstract description 2
- 239000000463 material Substances 0.000 description 3
- 239000003921 oil Substances 0.000 description 3
- 230000005855 radiation Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000000969 carrier Substances 0.000 description 1
- 238000009792 diffusion process Methods 0.000 description 1
- 238000005286 illumination Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000005375 photometry Methods 0.000 description 1
- 229910052959 stibnite Inorganic materials 0.000 description 1
- 238000001931 thermography Methods 0.000 description 1
- 230000007306 turnover Effects 0.000 description 1
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/04—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
- F16M11/043—Allowing translations
- F16M11/046—Allowing translations adapted to upward-downward translation movement
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- A—HUMAN NECESSITIES
- A47—FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
- A47B—TABLES; DESKS; OFFICE FURNITURE; CABINETS; DRAWERS; GENERAL DETAILS OF FURNITURE
- A47B63/00—Cabinets, racks or shelf units, specially adapted for storing books, documents, forms, or the like
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/04—Means for attachment of apparatus; Means allowing adjustment of the apparatus relatively to the stand
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/02—Heads
- F16M11/18—Heads with mechanism for moving the apparatus relatively to the stand
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F16—ENGINEERING ELEMENTS AND UNITS; GENERAL MEASURES FOR PRODUCING AND MAINTAINING EFFECTIVE FUNCTIONING OF MACHINES OR INSTALLATIONS; THERMAL INSULATION IN GENERAL
- F16M—FRAMES, CASINGS OR BEDS OF ENGINES, MACHINES OR APPARATUS, NOT SPECIFIC TO ENGINES, MACHINES OR APPARATUS PROVIDED FOR ELSEWHERE; STANDS; SUPPORTS
- F16M11/00—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters
- F16M11/42—Stands or trestles as supports for apparatus or articles placed thereon ; Stands for scientific apparatus such as gravitational force meters with arrangement for propelling the support stands on wheels
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- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
Abstract
The invention discloses a PSO (particle swarm optimization) neural network-based photoelectric detection equipment fault diagnosis device which comprises a device body, wherein a hydraulic cylinder is installed at the corner of the device body, a hydraulic oil pump is installed at the bottom of the hydraulic cylinder, a hydraulic oil tank is installed at the bottom of the hydraulic oil pump, a gear box is installed at the telescopic end of the hydraulic cylinder, a motor is installed at one side of the gear box, diagnosis equipment is installed at the other side of the gear box, an illuminating lamp is installed at the top of the diagnosis equipment, a diagnosis cover is arranged at one side of the diagnosis equipment, a diagnosis instrument is installed at the bottom of the diagnosis cover, and a sealing gasket is installed at the top of the diagnosis cover. The fault diagnosis device for the photoelectric detection equipment can quickly adjust the height, can diagnose the photoelectric detection equipment on the wall tops and the wall surfaces with different heights, has good diagnosis effect and strong sensitivity, can be moved to any position, has strong flexibility, can automatically extend out a computer and data equipment, and is convenient for workers to use.
Description
Technical Field
The invention relates to the field of photoelectric detection equipment, in particular to a fault diagnosis device of photoelectric detection equipment based on a PSO (particle swarm optimization) neural network.
Background
The principle of the photodetector is that radiation causes a change in the conductivity of the irradiated material. The photoelectric detector has wide application in various fields of military and national economy. The infrared radiation sensor is mainly used for ray measurement and detection, industrial automatic control, photometric measurement and the like in visible light or near infrared wave bands; the infrared band is mainly used for missile guidance, infrared thermal imaging, infrared remote sensing and the like. Another application of the photoconductor is its use as a camera tube target. In order to avoid image blurring caused by diffusion of photogenerated carriers, high-resistance polycrystalline materials such as PbS-PbO, Sb2S3 and the like are used for the target surface of the continuous film. Other materials may take the form of a mosaic target surface, the entire target surface consisting of about 10 thousand individual detectors. Present photoelectric detection equipment need diagnose through diagnostic device when breaking down, and present photoelectric detection equipment failure diagnosis device function singleness, and the flexibility is poor, can not carry out quick diagnosis to the photoelectric detection equipment on wall crown and the wall, can not diagnose the wall of different heights and the photoelectric detection equipment on the wall crown, can not realize accomodating automatically and expanding, can not provide the illumination, inconvenient staff uses by operation.
Disclosure of Invention
In order to solve the technical problems, the invention provides a photoelectric detection equipment fault diagnosis device based on a PSO (particle swarm optimization) neural network, which can solve the problems that the prior art is single in function, poor in flexibility and incapable of quickly diagnosing photoelectric detection equipment on the top of a wall and on the wall.
The invention is realized by the following technical scheme.
The invention provides a PSO (particle swarm optimization) neural network-based photoelectric detection equipment fault diagnosis device, which comprises a device body, wherein a hydraulic cylinder is installed at the corner of the device body, a hydraulic oil pump is installed at the bottom of the hydraulic cylinder, a hydraulic oil tank is installed at the bottom of the hydraulic oil pump, a gear box is installed at the telescopic end of the hydraulic cylinder, a motor is installed at one side of the gear box, diagnosis equipment is installed at the other side of the gear box, an illuminating lamp is installed at the top of the diagnosis equipment, a diagnosis cover is arranged at one side of the diagnosis equipment, a diagnosis instrument is installed at the bottom of the diagnosis cover, a sealing gasket is installed at the top of the diagnosis cover, a diagnosis equipment storage groove is arranged at the top of the device body, a server box is arranged at one side of the bottom of the diagnosis equipment storage groove, a computer storage rack is arranged at one side of the server box, a data storage rack is arranged at the bottom of the computer storage rack, and electric telescopic rods are installed on the computer storage rack, the top and the bottom of the server box are provided with movable grooves.
The portable computer storage device is characterized in that a box door is arranged on the movable groove, a groove handle is arranged on the box door, a handle is installed on one side of the device body, a power switch is installed on one side of the handle, and a computer is installed on the computer storage rack.
The box door is connected with the movable groove, a magnet strip is installed at one end of the box door, and the magnet strip is magnetically attracted with one end of the movable groove.
The storage battery is installed to the bottom of device body, and service brake formula gyro wheel is installed to the bottom of device body.
The hydraulic cylinder, the hydraulic oil pump and the hydraulic oil tank are all installed on the device body through bolts, and the hydraulic oil pump is connected with the hydraulic oil tank and the hydraulic cylinder through hydraulic oil pipes respectively.
The electric telescopic rod is installed inside the device body through a bolt, and the data storage rack and the computer storage rack are fixedly connected with the electric telescopic rod through bolts.
The diagnostic equipment is connected with a rotating shaft of the gear box.
The sealing gasket and the diagnostic apparatus are both arranged on the diagnostic cover through bolts.
The diagnosis instrument is a photoelectric detection equipment fault diagnosis instrument, and the power switch is respectively electrically connected with the hydraulic oil pump, the motor, the illuminating lamp, the diagnosis instrument and the electric telescopic rod.
The length and width of the diagnostic equipment storage slot are the same as those of the diagnostic equipment.
The invention has the beneficial effects that: the photoelectric detection equipment fault diagnosis device can quickly adjust the height, can diagnose the photoelectric detection equipment on the wall tops and the wall surfaces with different heights, has good diagnosis effect and strong sensitivity, can be moved to any position, has strong flexibility, can automatically stretch out computers and data equipment, and is convenient for workers to use.
Drawings
FIG. 1 is a schematic structural view of the present invention;
FIG. 2 is a schematic view of the computer storage rack when stowed;
in the figure: 1-device body, 2-diagnostic equipment storage tank, 3-hydraulic cylinder, 4-hydraulic oil pump, 5-hydraulic oil tank, 6-foot brake type roller, 7-box door, 8-movable tank, 9-groove handle, 10-server box, 11-data storage rack, 12-computer storage rack, 13-power switch, 14-handle, 15-motor, 16-gear box, 17-diagnostic equipment, 18-lighting lamp, 19-diagnostic cover, 20-sealing gasket, 21-diagnostic instrument, 22-storage battery, 23-computer, 24-electric telescopic rod.
Detailed Description
The technical solution of the present invention is further described below, but the scope of the claimed invention is not limited to the described.
As shown in fig. 1 and 2, a photoelectric detection device fault diagnosis device based on a PSO optimized neural network comprises a device body 1, a hydraulic cylinder 3 is installed at a corner of the device body 1, a hydraulic oil pump 4 is installed at the bottom of the hydraulic cylinder 3, a hydraulic oil tank 5 is installed at the bottom of the hydraulic oil pump 4, a gear box 16 is installed at a telescopic end of the hydraulic cylinder 3, a motor 15 is installed at one side of the gear box 16, a diagnosis device 17 is installed at the other side of the gear box 16, an illuminating lamp 18 is installed at the top of the diagnosis device 17, a diagnosis cover 19 is arranged at one side of the diagnosis device 17, a diagnosis instrument 21 is installed at the bottom of the diagnosis cover 19, a sealing gasket 20 is installed at the top of the diagnosis cover 19, a diagnosis device storage tank 2 is arranged at the top of the device body 1, a server box 10 is arranged at one side of the bottom of the diagnosis device storage tank 2, a computer storage rack 12 is arranged at one side of the server box 10, the bottom of computer storage rack 12 is equipped with data storage rack 11, all installs electric telescopic handle 24 on computer storage rack 12 and the data storage rack 11, the top and the bottom of server case 10 all are equipped with movable groove 8.
When the device is used, the box door 7 is pulled out from the movable groove 8 through the groove handle 9, then the power switch 13 is used for switching on the power supply of the electric telescopic rod 24, the electric telescopic rod 24 is used for starting to stretch out the computer storage rack 12, then the computer 23 is opened, the hydraulic oil pump 4 is used for supplying oil to the hydraulic cylinder 3, the hydraulic cylinder 3 is started to adjust the height of the diagnostic device 17, the sealing gasket 20 on the diagnostic device 17 is used for covering the photoelectric detection device on the top, the photoelectric detection device is diagnosed through the diagnostic instrument 21, the photoelectric detection device is comprehensively diagnosed through the computer, the device has strong flexibility and simple structure, meanwhile, the diagnostic device 17 can be driven to turn over for 90 degrees through the gear box 16, at the moment, the opening of the diagnostic cover 19 faces to one side, the photoelectric detection device on the wall surface can be covered, fault diagnosis is carried out, and after the diagnostic device 17 is continuously turned over for 90 degrees, the diagnostic cover 19 is open downward and can cover some photo-detection devices on the top of the device to facilitate device detection.
The portable electronic device is characterized in that a box door 7 is arranged on the movable groove 8, a groove handle 9 is arranged on the box door 7, a handle 14 is installed on one side of the device body 1, a power switch 13 is installed on one side of the handle 14, a computer 23 is installed on the computer storage rack 12, and the operation of each electric device of the device is controlled through the power switch 13.
The box door 7 is connected with the movable groove 8, the magnet strip is installed at one end of the box door 7, the magnet strip is magnetically attracted with one end of the movable groove 8 and connected with the movable groove 8, the magnet strip can adsorb one side of the movable groove 8, the movable groove can be kept closed, and accidental opening during moving is avoided.
The device body 1 is provided with a storage battery 22 at the bottom, the foot brake type roller 6 is arranged at the bottom of the device body 1, and a power supply is provided for electric equipment through the storage battery 22.
The electric telescopic rod 24 is installed inside the device body 1 through bolts, the data storage rack 11 and the computer storage rack 12 are fixedly connected with the electric telescopic rod 24 through bolts, and the data storage rack 11 and the computer storage rack 12 are driven to extend through the electric telescopic rod 24.
The gear box 16 is installed on the hydraulic cylinder 3 through a bolt, the motor 15 is installed on the gear box 16 through a bolt, the diagnosis equipment 17 is connected with a rotating shaft of the gear box 16, when the hydraulic oil pump 4 operates, oil in the hydraulic oil tank 5 is sent into the hydraulic cylinder 3 to extend, so that the position of the diagnosis equipment 17 is raised, the gear box 16 can control the orientation of the diagnosis equipment 17, and detection and diagnosis of different equipment are facilitated.
The sealing gasket 20 and the diagnostic apparatus 21 are both mounted on the diagnostic cover 19 through bolts, and the detection equipment can be covered by the diagnostic cover 19 through the sealing gasket 20, so that the detection precision is improved.
The diagnostic apparatus 21 is a fault diagnostic apparatus for photoelectric detection equipment, the power switch 13 is electrically connected with the hydraulic oil pump 4, the motor 15, the illuminating lamp 18, the diagnostic apparatus 21 and the electric telescopic rod 24 respectively, and the operation of each piece of electric equipment of the equipment is controlled through the power switch 13.
The length and width of the diagnostic device storage tank 2 are the same as those of the diagnostic device 17, and the diagnostic device 17 can be stored in the diagnostic device storage tank 2 after being lowered, so that the diagnostic device 17 is protected.
Claims (8)
1. The utility model provides a photoelectric detection equipment fault diagnosis device based on PSO optimizes neural network which characterized in that: the device comprises a device body (1), wherein a hydraulic cylinder (3) is installed at the corner of the device body (1), a hydraulic oil pump (4) is installed at the bottom of the hydraulic cylinder (3), a hydraulic oil tank (5) is installed at the bottom of the hydraulic oil pump (4), and a gear box (16) is installed at the telescopic end of the hydraulic cylinder (3); a motor (15) is installed on one side of the gear box (16), diagnostic equipment (17) is installed on the other side of the gear box (16), an illuminating lamp (18) is installed on the top of the diagnostic equipment (17), a diagnostic cover (19) is arranged on one side of the diagnostic equipment (17), a diagnostic instrument (21) is installed on the bottom of the diagnostic cover (19), and a sealing gasket (20) is installed on the top of the diagnostic cover (19); the device is characterized in that a diagnostic equipment storage groove (2) is formed in the top of the device body (1), a server box (10) is arranged on one side of the bottom of the diagnostic equipment storage groove (2), a computer storage rack (12) is arranged on one side of the server box (10), a data storage rack (11) is arranged at the bottom of the computer storage rack (12), electric telescopic rods (24) are mounted on the computer storage rack (12) and the data storage rack (11), and movable grooves (8) are formed in the top and the bottom of the server box (10); the gear box (16) is mounted on the hydraulic cylinder (3) through a bolt, the motor (15) is mounted on the gear box (16) through a bolt, and the diagnostic equipment (17) is connected with a rotating shaft of the gear box (16); the sealing gasket (20) and the diagnostic instrument (21) are both mounted on the diagnostic cover (19) through bolts.
2. The apparatus according to claim 1, wherein the apparatus comprises: the portable computer storage device is characterized in that a box door (7) is arranged on the movable groove (8), a groove handle (9) is arranged on the box door (7), a handle (14) is installed on one side of the device body (1), a power switch (13) is installed on one side of the handle (14), and a computer (23) is installed on the computer storage rack (12).
3. The failure diagnosis device for the photoelectric detection equipment based on the PSO optimized neural network as claimed in claim 2, wherein: the box door (7) is connected with the movable groove (8), the magnet strips are installed at one end of the box door (7), and the magnet strips are magnetically attracted with one end of the movable groove (8).
4. The apparatus according to claim 1, wherein the apparatus comprises: the device is characterized in that a storage battery (22) is installed at the bottom of the device body (1), and a foot brake type roller (6) is installed at the bottom of the device body (1).
5. The apparatus according to claim 1, wherein the apparatus comprises: pneumatic cylinder (3), hydraulic oil pump (4) and hydraulic tank (5) all install on device body (1) through the bolt, hydraulic oil pump (4) link to each other with hydraulic tank (5) and pneumatic cylinder (3) respectively through hydraulic oil pipe.
6. The apparatus according to claim 1, wherein the apparatus comprises: the electric telescopic rod (24) is installed inside the device body (1) through bolts, and the data storage rack (11) and the computer storage rack (12) are fixedly connected with the electric telescopic rod (24) through bolts.
7. The apparatus according to claim 1, wherein the apparatus comprises: the diagnostic device (21) is a photoelectric detection device fault diagnostic device, and the power switch (13) is respectively electrically connected with the hydraulic oil pump (4), the motor (15), the illuminating lamp (18), the diagnostic device (21) and the electric telescopic rod (24).
8. The apparatus according to claim 1, wherein the apparatus comprises: the length and width of the diagnostic device storage tank (2) are the same as those of the diagnostic device (17).
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010863914.6A CN112032488B (en) | 2020-08-25 | 2020-08-25 | Photoelectric detection equipment fault diagnosis device based on PSO (particle swarm optimization) optimization neural network |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010863914.6A CN112032488B (en) | 2020-08-25 | 2020-08-25 | Photoelectric detection equipment fault diagnosis device based on PSO (particle swarm optimization) optimization neural network |
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| Publication Number | Publication Date |
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| CN112032488A CN112032488A (en) | 2020-12-04 |
| CN112032488B true CN112032488B (en) | 2022-04-08 |
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| CN202010863914.6A Expired - Fee Related CN112032488B (en) | 2020-08-25 | 2020-08-25 | Photoelectric detection equipment fault diagnosis device based on PSO (particle swarm optimization) optimization neural network |
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| JP2006124123A (en) * | 2004-10-29 | 2006-05-18 | Yoshiyuki Kajino | Filing security system and article security system |
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| US10444232B2 (en) * | 2014-08-13 | 2019-10-15 | The Trustees Of Columbia University In The City Of New York | Diagnostic devices, systems, and methods |
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| CN207147627U (en) * | 2017-09-08 | 2018-03-27 | 南京南大光电工程研究院有限公司 | Photodetector tool |
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