CN109682408A - Artificial intelligence sensing device corrects system and bearing calibration - Google Patents
Artificial intelligence sensing device corrects system and bearing calibration Download PDFInfo
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- CN109682408A CN109682408A CN201710970505.4A CN201710970505A CN109682408A CN 109682408 A CN109682408 A CN 109682408A CN 201710970505 A CN201710970505 A CN 201710970505A CN 109682408 A CN109682408 A CN 109682408A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D18/00—Testing or calibrating apparatus or arrangements provided for in groups G01D1/00 - G01D15/00
- G01D18/002—Automatic recalibration
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D18/00—Testing or calibrating apparatus or arrangements provided for in groups G01D1/00 - G01D15/00
- G01D18/002—Automatic recalibration
- G01D18/006—Intermittent recalibration
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- General Physics & Mathematics (AREA)
- Arrangements For Transmission Of Measured Signals (AREA)
- Testing Or Calibration Of Command Recording Devices (AREA)
Abstract
The invention discloses a kind of artificial intelligence sensing device correction systems and bearing calibration, bearing calibration to have follow steps: S1 sensing device senses numerical value；S2 sensing device, which actively passes through, is connected to the network one or more upper node devices；S3 sensing device senses numerical value and upper node device sense numeric ratio pair and can multistage compare；S4 confirmation compares difference whether in the disparity range of established standards difference；Sensing device actively senses data calibration according to upper node device when S5 compares difference in the disparity range of established standards difference；S6 compares difference not in the disparity range of established standards difference and when a period of time by setting still maintains and returns user at sensing device self diagnosis failure；Whereby the present invention can autonomous learning correction with preferable precision effect.
Description
Technical field
The present invention relates to a kind of artificial intelligence sensing device correction system and bearing calibrations, and referring mainly to one kind can autonomous learning
The correction system and method for correction.
Background technique
Known sensing device has such as a variety of patterns of sensing temperature, humidity, pressure, flow, acceleration, gas, pH value
Sensor, the sensor be electrically connected analog/digital converter, the analog/digital converter be electrically connected RS-485 interface
Transmission line is connect with external computer or controller, and so that the sensor sensing numerical value of sensing device is convertible into digital signal and passed again
It transports in external computer or controller, so that user can be according to the sensing numerical value in response to processing, such as can be hanged in sense gasses
Floating particle PM2.5 makees dust-proof processing when excessively high；Sensing humidity makees dehumidification treatments etc. when excessively high.
Aforementioned sensing devices be arranged mostly can manual synchronizing structure, the correcting mode be usually by sensor manufacturer to sense
Setting position is corrected with corresponding to instrument, however correction operation engineering will be caused when sensing device quantity is more, distribution distance is remote
The big time-consuming situation of consumption, and regular calibration in the sensing device generally palpus a period of time, have error or failure during the non-correction
When, people are only capable of believing the detecting numerical value, and the subsequent processing direction because that should detect numerical value is caused to generate error situations.
To improve afore-mentioned, although the sensing device that higher-order can be used promotes sensing precision, the high-order sense
Survey installation cost is much higher than general sensing device, is not easy largely universal implementation, and and correction more, complex with servicing operations
Inconvenient missing.
Summary of the invention
The main purpose of the present invention is to provide one kind can autonomous learning corrects, the artificial intelligence sensing device of diagnosis corrects
System and bearing calibration.
Based on this, the present invention mainly uses utilising techniques, Lai Shixian above-mentioned purpose.
A kind of artificial intelligence sensing device correction system, comprising: an at least sensing device has at least a sensor, one
Input unit, a micro-control unit, a memory unit, a communication unit, the sensing device be set to sensing the feedback of position, the sensor with
Input unit is electrically connected, and the input unit and micro-control unit are electrically connected, and sensor sensing signal is made to be transmitted to input
Unit and micro-control unit, and generate sensing numerical value；The memory unit and micro-control unit are electrically connected, and can store microcontroller list
The related data of member processing；The communication unit and microprocessing unit are electrically connected, and connect internet；At least one can be user
Or the upper node device of other people settings, it is disposed far from sensing device external position, and connect internet, upper node device sensing corresponds to
The sensing object of sensing device, and generate and than sensing device accurately sense numerical value, and make the micro-control unit of sensing device via
Internet compares the sensing numerical value of sensing device and upper node device, and the sensing data calibration sensing device of corresponding upper node device.
Further, the correction system further include can equipment for surfing the net so that user by this can equipment for surfing the net and sensing
Passive correction is made in the communication unit message connection of device.
Further, the bearing calibration further includes the improvement equipment of the corresponding survey sense numerical value, the improvement equipment and sensing
Device passes through network or wired, wireless way for transmitting message, and by the micro- of sensing device itself when sensing device senses exception
Control unit is actively made corresponding improvement via communication unit transmission order control improvement equipment and is acted.
A kind of bearing calibration using above-mentioned correction system, comprising the following steps: S1 sensing device senses numerical value；S2 sensing
Device, which actively passes through, is connected to the network one or more upper node devices；S3 sensing device senses numerical value and upper node device sense numeric ratio pair
And it can multistage comparison；S4 confirmation compares difference whether in the disparity range of established standards difference；S5 compares difference in established standards
Sensing device actively senses data calibration according to upper node device when in the disparity range of difference；It is not poor in established standards that S6 compares difference
Disparity range in and the time by one section of setting sensing device self diagnosis failure and return user when still maintaining.
Preferably, the upper node device of the S2 step is user or the upper node device that other people are arranged, which is in sense
The micro-control unit established standards for surveying device are poor, which corresponds to different sensing sections or sensing situation makees a variety of settings.
Preferably, sensing numerical value and a upper node device sense of S3 the and S4 step by micro-control unit comparison sensing device
Numeric ratio is surveyed to whether in the disparity range of established standards difference.
Preferably, calculating each sensing numerical value when the upper node device of the S3 and S4 step is multiple by micro-control unit and accounting for spy
Certainty ratio averagely senses numerical value, and compare this averagely sense numerical value and sensing device senses numerical value whether established standards difference difference
In different range.
Preferably, the micro-control unit determines that the section senses numerical value of each upper node device is special in the time by one section of setting
Not Chao Guo established standards difference disparity range when do not calculate the possibility problematic upper node device sensing numerical value.
A kind of sensing device, comprising: an at least sensor；One input unit is electrically connected with sensor；One can produce sense
It surveys numerical value and the micro-control unit of stylized movements can be set, be electrically connected input unit；One can store micro-control unit processing
The memory unit of related data is electrically connected with micro-control unit；One makes sensing device can be in response to the active of sensing numerical value and outside
Device is electrically connected by the communication unit of internet transmissions with micro-control unit.
Preferably, the input unit has the analog/digital that sensing electronic simulation signal can be converted into digital signal
Converter, the communication unit connect wi-fi or Ethernet or RS-485 interface transmission line, further include the corresponding sensing numerical value
Improve equipment, micro-control unit actively improves equipment via communication unit transmission order control according to sensing numerical value and makees accordingly to improve
Movement.
After above-mentioned technological means, general sensing device is can be used in the present invention, which is constantly actively followed
The sensing numerical value of high cost upper node device corrects, it can be substantially improved and senses precision, and can be not necessary to enable sensing device dealer
Often in person to sensing device correction of position measurements, and the present invention can be returned by sensing device self diagnosis and actively, can be prevented
User makees wrong subsequent action using mistake sensing numerical value, can substantially reduce the loss of misdeed, realization can autonomous learning
Correction, diagnosis, but sensing device of the invention can active control improve equipment and make corresponding improvement movement, improvement effect can be substantially improved
Rate.
Detailed description of the invention
Fig. 1 is sensing device configuration diagram of the invention.
Fig. 2 is correction system architecture schematic diagram of the invention.
Fig. 3 is bearing calibration flow chart of the invention.
[symbol description]
1 sensing device, 11 sensor, 12 input unit
13 micro-control unit, 14 memory unit, 15 communication unit
2 upper node devices 3 can the improvement equipment of equipment for surfing the net 4
S1 sensing device senses numerical value
S2 sensing device, which actively passes through, is connected to the network one or more upper node devices
S3 sensing device senses numerical value and upper node device sense numeric ratio pair and can multistage compare
S4 confirmation compares difference whether in the disparity range of established standards difference
Sensing device actively senses data calibration according to upper node device when S5 compares difference in the disparity range of established standards difference
Sensing device when time of the S6 comparison difference not in the disparity range of established standards difference and by one section of setting still maintains
Self diagnosis failure simultaneously returns user.
Specific embodiment
Referring to Fig. 1, sensing device 1 of the invention includes an at least sensor 11, an input unit 12, a microcontroller list
First 13, one memory unit 14, a communication unit 15, the sensor 11 can be set as on demand photo-electric, resistance-type, inductance type,
The various sensor 11 such as magneto-electric, and can produce sensing electric signal；And there can be one or more sensors 11；The input again
Unit 12 and each sensor 11 are electrically connected, and can have analog/digital converter, and can be by sensing electronic simulation signal conversion
At digital signal.
Micro-control unit 13 is electrically connected input unit 12, and can receive the sensing digital signal and generate sensing numerical value, again
Formula can be set to correct, calculate and other execution stylized movements；The memory unit 14 and micro-control unit 13 are electrically connected again,
And the related data of the processing of micro-control unit 13 can be stored；The communication unit 15 and micro-control unit 13 are electrically connected again, and are made
Sensing device 1 can in response to sensing numerical value actively with external device (ED) by internet transmissions, the communication unit 15 can connect wi-fi,
Ethernet or RS-485 interface transmission line.
As shown in Figure 1 and Figure 2, correction system of the invention includes an at least sensing device 1, at least a upper node device 2, is somebody's turn to do
Upper node device 2 can be user or the device of other people settings, be disposed far from 1 external position of sensing device, and can connect internet,
The upper node device 2 can sense the sensing object of corresponding sensing device 1 again, and generate and accurately sense numerical value than sensing device 1, and make
The micro-control unit 13 of sensing device 1 can compare the sensing numerical value of sensing device 1 Yu upper node device 2 via internet, and can be right
Answer the sensing data calibration sensing device 1 of upper node device 2.
FIG. 1 to FIG. 3 is please referred to, bearing calibration of the invention can have follow steps: S1 sensing device senses numerical value；S2 sense
It surveys device and actively passes through one or more upper node devices of network connection；S3 sensing device senses numerical value and upper node device sense numeric ratio
Pair and can multistage compare；S4 confirmation compares difference whether in the disparity range of established standards difference；S5 compares difference and marks in setting
Sensing device actively senses data calibration according to upper node device when in the disparity range of quasi- difference；S6 compares difference not in established standards
Time in the disparity range of difference and by one section of setting sensing device self diagnosis failure and returns user when still maintaining.
The sensing device 1 of aforementioned S1 step is located at predetermined sensing the feedback of position, and can sense on demand such as gas, humidity, temperature
Deng and obtain sensing numerical value；The upper node device 2 of the S2 step again can be user or the device of other people settings, the upper node device 2
The sensing object of corresponding aforementioned sensing devices 1 can be sensed and generate its sense numerical value, and the upper node device 2 be it is multiple when can produce respectively
Raw respective sense numerical value, but the sensing device 1 setting micro-control unit 13 can actively pass through communication unit 15 and connect internet, and
It is connect by internet with each upper node device 2.
Aforementioned S3 step is the sensing numerical value that one or more upper node devices 2 are received by the micro-control unit 13 of sensing device 1
Sensing numerical value with itself compares afterwards, and can compare respectively in different sections；Aforementioned S4 step is in the micro- of sensing device 1
13 established standards of control unit are poor, which can correspond to a variety of settings outside different sensing sections or sensing situation, and by micro-control
Unit 13 processed compare the sensing numerical value of sensing device 1 and a sensing numeric ratio of upper node device 2 to whether the standard deviation difference
It is to calculate each sensing numerical value by micro-control unit 13 and account for special ratios averagely to feel in different range, and when the upper node device 2 is multiple
Numerical value is surveyed, and compares this and averagely senses numerical value and the sensing numerical value of sensing device 1 whether in the disparity range of established standards difference, again
The micro-control unit 13 can determine that when the section senses numerical value of each upper node device 2 particularly is more than the disparity range of established standards difference not
Calculate problematic 2 numerical value of upper node device of the possibility；Again the S5 step be can by upper node device 2 sensing numerical value precision compared with
Good characteristic enables the micro-control unit 13 of sensing device 1 that it is actively enabled to sense the sensing numerical value of data calibration to corresponding upper node device 2.
S6 step of the present invention is to compare one sensing numerical value and upper node device 2 by the micro-control unit 13 of sensing device 1
It is abnormal to sense self diagnosis when numerical value difference is more than the disparity range of established standards difference, and can repeatedly sense comparison in setting time
All have be more than setting disparity range situation can actively via internet or other means return user, can prevent user after
The continuous sensing device senses numerical value for continuing to use the abnormal failure.
As shown in Figure 1 and Figure 2, sensing device 1 of the invention is other than autonomous calibration by user in addition to also can passively be corrected,
The user can by such as computer, mobile phone or it is other go up the network equipment 3 via internet or in 1 position of sensing device with
Communication unit 15 connects, and setup parameter correction can be directly inputted by user.
Again as shown in Figure 1 and Figure 2, the invention also includes the improvement equipment 4 of the corresponding survey sense numerical value, which can be with
Sensing device 1 passes through network or wired, wireless way for transmitting message, and can be when sensing device 1 senses exception by sensing device 1
13 active of micro-control unit of itself sends order control improvement equipment 4 via communication unit 15 and makees corresponding improvement movement, can make
Directly effective percentage is in response to processing.
Sensing device 1 of the invention can be made repeatedly to correct in detection process, such as can be in calibration curve difference coordinate position
Between generate different calibration slopes according to the sensing numerical value of corresponding upper node device 2 and make Multi sectional correction, can have more preferably sensing accurate
Degree.
Sensing device 1 of the invention can sense the corresponding sensing object of setting on demand, for sensing PM2.5 suspended particulates,
Sensing device 1 is arranged in setting sensing the feedback of position in user, and the sensor 11 of the sensing device 1 can sense PM2.5 suspended particulates,
And make sensing device 1 that can generate sensing numerical value such as S1 step, and user of the present invention can the high-order dress at high cost of self-setting one
It sets 2 and is set to 1 neighbouring position of sensing device, and can provide the sensing device 1 and nearby other multiple 1 correction learnings of sensing device
Object, but also network-connectable learns that the sensing numerical value of neighbouring weather bureau's upper node device 2, the numerical value can provide to the sensing device 1
Make correction parameter, and there can be S2 step of the present invention.
The ratio average of user's self-setting can be used in the present invention upper node device 2 and other upper node devices 2 makees school
Positive value, such as the sensing numerical value of upper node device 2 of user can account for 60%, and other weather bureau's upper node devices 2 sense numerical value and account for 40%,
Combined value and the sensing numerical value of sensing device 1 compare, and the sensing device 1 is also when user's non-self-setting upper node device 2
Network can actively be connected and obtain the sensing numeric ratio of weather bureau's upper node device 2 nearby to completion S3 step of the present invention.
The setting of sensing device 1 of the invention such as S4 step of the present invention may be allowed the disparity range of established standards difference, such as should
The disparity range for allowing to set different sensing sections standard deviations can be 20%, but enable sensing device 1 actively determine its sense numerical value with
Whether the sensing numerical value of upper node device 2 is in the disparity range of established standards difference, and sensing device when the disparity range is less than 20%
1 can correspond to the sensing data calibration of upper node device 2 and have as S5 step act, and the disparity range be greater than 20% when sensing dress
Setting 1 disparity range can be still greater than 20% identification failure after one section of setting time and repeatedly sensing comparison, and be led to by sensing device 1
It crosses internet and actively returns user, and by user in response to processing, and there is S6 step of the present invention.
In addition, sensing device 1 of the invention not necessarily it is abnormal directly must can be set in sensing by its formula by user
When send order control such as the improvement equipment 4 of filter plant and make dust-proof processing, can have quick and efficient in response to effect.
This external cause nitrogen oxides, temperature, humidity may be related with PM2.5, and the present invention can also pass through relatively low price when implementing
Nitrogen oxides, temperature, moisturt register sensing device 1 are set to multiple monitoring positions, and are used cooperatively person's setting or outside other people high-order
Device 2 actively persistently corrects, and may achieve and reach more accurate simulation PM2.5 sensing function by the sensing device 1 of multiple relatively low price
Energy.
Lower-cost general sensing device 1 can be used through constantly actively following the sensing numerical value of upper node device 2 in the present invention
It corrects, it can be substantially improved and senses precision (such as daily recoverable is primary, this day other time sensed numerical value can be by school
Just there is preferable precision), and can be not necessary to enable 1 dealer of sensing device in person to 1 correction of position measurements of sensing device, and of the invention
It can be returned by 1 self diagnosis of sensing device and actively, can prevent user from making wrong subsequent action using mistake sensing numerical value, it can
Substantially reduce the loss of misdeed.
Therefore by the above, the present invention is that sensing device breaks through traditional correction design, and function is much better than known product,
And can have preferable precision and easy universalness effect, and previous embodiment be the present invention illustrate, and non-present invention limit, it is all according to
It also should belong in scope according to the equivalent change carried out by spirit of that invention.
Claims (10)
1. a kind of artificial intelligence sensing device corrects system characterized by comprising
An at least sensing device has an at least sensor, an input unit, a micro-control unit, a memory unit, a communication
Unit, the sensing device are set to sensing the feedback of position, and the sensor and input unit are electrically connected, the input unit and micro-control unit
It is electrically connected, and so that sensor sensing signal is transmitted to input unit and micro-control unit, and generate sensing numerical value；The memory list
Member is electrically connected with micro-control unit, can store the related data of micro-control unit processing；The communication unit and microprocessing unit
It is electrically connected, and connects internet；
At least one can be disposed far from sensing device external position, and connect because of spy for user or the upper node device of other people settings
Net, the upper node device sense the sensing object of corresponding sensing device, and generate and accurately sense numerical value than sensing device, and make to sense
The micro-control unit of device compares the sensing numerical value of sensing device and upper node device, and the sense of corresponding upper node device via internet
Survey data calibration sensing device.
2. as described in claim 1 correction system, it is characterised in that: further include can equipment for surfing the net so that user can by this
Passive correction is made in the connection of the communication unit message of equipment for surfing the net and sensing device.
3. bearing calibration as described in claim 1, it is characterised in that: it further include the improvement equipment of the corresponding survey sense numerical value, it should
Improve equipment and sensing device by network or wired, wireless way for transmitting message, and by feeling when sensing device senses exception
The micro-control unit active for surveying device itself improves equipment via communication unit transmission order control and makees corresponding improvement movement.
4. a kind of bearing calibration using claim 1 correction system, which comprises the following steps:
S1 sensing device senses numerical value；
S2 sensing device, which actively passes through, is connected to the network one or more upper node devices；
S3 sensing device senses numerical value and upper node device sense numeric ratio pair and can multistage compare；
S4 confirmation compares difference whether in the disparity range of established standards difference；
Sensing device actively senses data calibration according to upper node device when S5 compares difference in the disparity range of established standards difference；
Sensing device when time of the S6 comparison difference not in the disparity range of established standards difference and by one section of setting still maintains
Self diagnosis failure simultaneously returns user.
5. bearing calibration as claimed in claim 4, it is characterised in that: the upper node device of the S2 step is user or other people set
The upper node device set, the S4 step be in sensing device micro-control unit established standards it is poor, which corresponds to different sensings
Section or sensing situation make a variety of settings.
6. bearing calibration as claimed in claim 5, it is characterised in that: S3 the and S4 step compares sensing dress by micro-control unit
Whether the sensing numerical value and a upper node device sensing numeric ratio set are in the disparity range of established standards difference.
7. bearing calibration as claimed in claim 5, it is characterised in that: when the upper node device of the S3 and S4 step is multiple, by
Each sensing numerical value of micro-control unit calculating accounts for special ratios and averagely senses numerical value, and compares this and averagely sense numerical value and sensing device
Numerical value is sensed whether in the disparity range of established standards difference.
8. bearing calibration as claimed in claim 5, it is characterised in that: the micro-control unit is sentenced in the time by one section of setting
It is problematic that the section senses numerical value of fixed each upper node device does not calculate the possibility when particularly being more than the disparity range of established standards difference
Upper node device senses numerical value.
9. a kind of sensing device characterized by comprising
An at least sensor；
One input unit is electrically connected with sensor；
One can produce sensing numerical value and can set the micro-control unit of stylized movements, be electrically connected input unit；
One can store the memory unit of the related data of micro-control unit processing, be electrically connected with micro-control unit；
One makes sensing device can be in response to communication unit of the numerical value actively with external device (ED) by internet transmissions is sensed, with microcontroller
Unit is electrically connected.
10. sensing device as claimed in claim 9, it is characterised in that: the input unit has can be by sensing electronic simulation news
It number is converted into the analog/digital converter of digital signal, which connects wi-fi or Ethernet or RS-485 interface passes
Defeated line, further includes the improvement equipment of the corresponding sensing numerical value, and micro-control unit is actively sent out via communication unit according to sensing numerical value
Order control of losing one's life improves equipment and makees corresponding improvement movement.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710970505.4A CN109682408A (en) | 2017-10-18 | 2017-10-18 | Artificial intelligence sensing device corrects system and bearing calibration |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710970505.4A CN109682408A (en) | 2017-10-18 | 2017-10-18 | Artificial intelligence sensing device corrects system and bearing calibration |
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| Publication Number | Publication Date |
|---|---|
| CN109682408A true CN109682408A (en) | 2019-04-26 |
Family
ID=66183908
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| Application Number | Title | Priority Date | Filing Date |
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| CN201710970505.4A Withdrawn CN109682408A (en) | 2017-10-18 | 2017-10-18 | Artificial intelligence sensing device corrects system and bearing calibration |
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| CN (1) | CN109682408A (en) |
Cited By (1)
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| CN113252096A (en) * | 2021-04-30 | 2021-08-13 | 河南创仕航空科技有限公司 | Sensor initial calibration method |
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