CN1715891A - Method for detecting mass and water content of matter using microwave and its resonant cavity - Google Patents
Method for detecting mass and water content of matter using microwave and its resonant cavity Download PDFInfo
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- CN1715891A CN1715891A CN 200410025141 CN200410025141A CN1715891A CN 1715891 A CN1715891 A CN 1715891A CN 200410025141 CN200410025141 CN 200410025141 CN 200410025141 A CN200410025141 A CN 200410025141A CN 1715891 A CN1715891 A CN 1715891A
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Abstract
The microwave detection method includes the following steps: 1. for the microwave generator under computer control to generate microwave fed to the resonant cavity; 2. to measure the analog signal the resonant cavity outputs and to convert into digital signal in the A/D converter; 3. for the acquirer to acquire the digital signal and to store in memory III; and 4. for the computer to call resonant cavity detecting data from memory III and the mass and water content calculating formula from memory II for analysis and calculation, to store the result into memory I and to output the detection data. The resonant cavity includes one cavity with channel, protecting jacket in the inner wall of the channel to separate the cavity into the upper part and the lower part, microwave inputting probe and microwave outputting probe separately in the upper and lower walls. The present invention may be used in precise on-line detection.
Description
Technical field
The present invention relates to the method and apparatus that a kind of material detects, relate in particular to a kind of quality that microwave carries out material and the method and resonator cavity thereof of water content detection of utilizing.
Background technology
In scientific research and production run, the detection of material mass and moisture and control are crucial.
In the material mass detection method, detection method commonly used has weighing method and radiomaterial irradiation.Weighing method and radiomaterial irradiation characteristics and defective in actual use is:
The weighing method is to utilize various title weighing apparatus that material mass is carried out weighing, this shows, the weighing method can only be used for the static or low-speed motion of testee and be the contact occasion, the method can't detect measured matter quality (or density) distribution situation along its length, and in many production runes, need continuous detecting to go out the motion material at each instantaneous material mass that flows through and moisture;
The radiomaterial irradiation is to utilize radiomaterial (as strontium 90) that the measured matter quality is carried out weighing, this shows that the radiomaterial irradiation must have special protective device owing to used radiomaterial, as improper use, then will damage surrounding environment and personnel.
In the substance moisture content detection method, detection method commonly used has oven drying method and far infrared detection method.Oven drying method and far infrared detection method characteristics and defective in actual use is:
Oven drying method can only be used for offline inspection, and oven drying method can not detect material moisture distribution situation along its length;
The far infrared detection method can not detect material heart portion moisture exactly, and the far infrared detection method is subjected to material surface situation (as roughness) influence bigger, and the degree of accuracy that makes it to measure is not high.
Summary of the invention
The object of the present invention is to provide a kind of quality that microwave carries out material and the method and resonator cavity thereof of water content detection of utilizing, it can be at measured matter among the static or high-speed motion accurately online reliably or offline inspection go out the quality and the moisture of material.
The object of the present invention is achieved like this:
A kind of microwave that utilizes carries out the quality of material and the method for water content detection, is characterized in that the detection method of described quality and moisture may further comprise the steps:
Step 3, the output data of the resonator cavity after the high speed data acquisition system collection process analog to digital conversion also deposits memory I II in;
Step 4, computer control module is transferred the resonator cavity that deposits among the memory I II and is detected data, carry out the analytical calculation of the quality and the moisture of measured matter according to the mathematical formulae that deposits among the memory I I, and deposit analysis result in memory I, the analysis detecting data of output expression measured matter quality and moisture simultaneously.
A kind of resonator cavity that utilizes microwave to carry out the quality and the water content detection of material, this resonator cavity comprises: cavity is characterized in: at described cavity middle part one passage that connects is set, this passage is provided with protective sleeve along inwall, cavity is cut apart be two parts up and down; One microwave input probe is set on the cavity wall of cavity top, microwave output probe is set on the cavity wall of cavity lower part.
The present invention utilizes microwave to carry out the method and the resonator cavity thereof of the quality and the water content detection of material, owing to adopted above-mentioned technical scheme, makes it compared with prior art, has following advantage and good effect:
1. the present invention is owing to by resonator cavity not being subjected to material influence signal analysis and the processing that changes with the tuning curve that influenced by material, can detect the quality and the moisture of measured matter;
2. the present invention only is 10mw because microwave generator power is very little, therefore measured matter and surrounding environment is not caused any harm;
3. the present invention is owing to adopt computing machine at a high speed to carry out data processing, and therefore the control sampling interval time can be applicable to the quality of the online flow of material of high speed and the detection of moisture less than 50us;
4. the present invention can carry out doing temperature compensation behind the thermometric because the microwave signal of wave detector depends on the temperature of measured matter thus to measured matter, has overcome because the drift of the detection signal that temperature variation caused.
Description of drawings
Utilize microwave to carry out the description of an embodiment of the method for the quality of material and water content detection and resonator cavity thereof by following to the present invention, can further understand purpose of the present invention, specific structural features and advantage in conjunction with its accompanying drawing.Wherein, accompanying drawing is:
Fig. 1 is that the present invention utilizes microwave to carry out the block scheme of the method for the quality of material and water content detection;
Fig. 2 is that the present invention utilizes microwave to carry out the workflow diagram of the method for the quality of material and water content detection;
Fig. 3 is that the present invention utilizes microwave to carry out the steering logic schematic diagram that detects in the method for the quality of material and water content detection;
Fig. 4 is that the present invention utilizes microwave to carry out calculating section control flow chart in the method for the quality of material and water content detection;
Fig. 5 is that the present invention utilizes microwave to carry out the schematic diagram of the quality and the water content detection of material;
Fig. 6 is that the present invention utilizes microwave to carry out the structural representation of the resonator cavity of the quality of material and water content detection;
Fig. 7 is the curve map of the microwave resonance exported of resonator cavity that the present invention utilizes microwave to carry out the quality of material and water content detection.
Embodiment
See also Fig. 1 to shown in Figure 4, they are that the present invention utilizes microwave to carry out calculating section control flow chart in block scheme, workflow diagram, detection steering logic schematic diagram and the detection method of method of the quality of material and water content detection.
The present invention is a kind of to utilize the quality that microwave carries out material and the method for water content detection may further comprise the steps:
1-1, system start-up, the work of computer control module controlling party baud generator,
1-2, squarer is sent the square-wave signal of the different frequency of controlled microwave generator work to microwave generator, and microwave generator alternately produces the microwave of two frequencies and sends into resonator cavity;
Step 3, the output data of the resonator cavity after the high speed data acquisition system collection process analog to digital conversion also deposits memory I II in, when high speed data acquisition system is worked, needs first interrupt routine, carries out data acquisition then;
Step 4, computer control module are transferred the resonator cavity that deposits among the memory I II and are detected data, carry out the analytical calculation of the quality and the moisture of measured matter according to the mathematical formulae that deposits among the memory I I, export analysis detecting data simultaneously, and its concrete steps are,
4-1, computer control module is transferred the resonator cavity that deposits among the memory I II and is detected data, transfers constant a, b, c, d, e, f and cavity material mass m in the known mathematical model of being stored among the memory I I
0With cavity substance moisture content w
0, judge microwave output frequency " whether low-frequency range ";
If 4-2 microwave output frequency " being low-frequency range ", then carries out Ua=M, promptly be detected that device detects corresponding to f
aThe amplitude u of frequency
aDeposit in the storer, the controlled microwave generator switches to high band with the microwave output frequency, carries out the 4-4 step then;
4-3, if microwave output frequency " not being low-frequency range ",
Then carry out Ua=M, promptly be detected that device detects corresponding to f
aThe amplitude u of frequency
aDeposit in the storer, the controlled microwave generator switches to high band with the microwave output frequency, carries out the 4-4 step then;
4-4 is according to formula U
Directly=(U
a+ U
b)
U
Hand over=1/ (U
b-U
a)
When calculating resonator cavity without any material corresponding to the intermediate variable U of the measured object quality of two microwave frequencies
DirectlyIntermediate variable U with measured object moisture
Hand over
4-5 is according to formula m=a+b * U
Directly+ c * (U
Directly)
2-m
0
W=d+e * U
Hand over+ f * (U
Hand over)
2-w
0
Calculate quality and moisture that measured matter is included in this section in the resonator cavity, in the formula, m
0Be the quality (as referring to the quality of poly-tetrafluoro sleeve pipe) of cavity material, w
0Be the moisture (as referring to the moisture of poly-tetrafluoro sleeve pipe) of cavity material, and deposit result of calculation in memory I;
4-6 forms demonstration and the measurement of output and the data of calculating;
4-7, whether judge has " print request ",
4-71 if there be not " print request ", gets back to step 3,
4-72 if " print request " arranged, then carries out the 4-7 step;
4-8 carries out background printing and handles, and gets back to step 3 then.
See also shown in Figure 5ly, this is that the present invention utilizes microwave to carry out the schematic diagram of the quality and the water content detection of material.Among the figure, label 1 is a microwave generator, and label 3 is a resonator cavity, and measured matter is arranged in resonator cavity 3, and microwave generator 1 is carried the microwave of two kinds of different frequencies to resonator cavity by computing machine 7 controls; What be provided with respectively in the both sides, front and back of resonator cavity 3 is shading ring 2 and shading ring 5, and shading ring 2 and 5 effect are to avoid interfering with each other of signal; Being positioned at behind the shading ring 5 is detector amplefier 6, the detection signal of detector amplefier 6 as calculated after machine 7 analyzing and processing by output unit 8 outputs.
Please in conjunction with Fig. 5 referring to shown in Figure 6, Fig. 6 is the structural representation of resonator cavity among Fig. 5.This resonator cavity 3 comprises cavity 31, and the material of making this cavity 31 is brass H62, surface passivation; One passage 32 that connects is set at cavity 31 middle parts, this passage 32 takes on a different shape according to the difference of measured matter, it can be the passage 32 of a rectangle, in order to place measured matter be, the raw material of chemical engineering industry aspect, semi-manufacture and finished product, the powder of pharmaceuticals industry aspect, tablet and capsule, the raw material of building materials industry aspect, semi-manufacture and finished product, the raw material of food industry aspect, semi-manufacture and finished product or the like, in order to the detection and the control of online quality (density) and moisture, and in testing laboratory material is carried out off-line the quality (density) of material and moisture are detected material; What represent among Fig. 6 is the passage 32 of a tubulose, this tubular conduit 32 can be placed and is similar to circular measured matter, is used for online quality (density) and water content detection control and testing laboratory's off-line quality (density) and the moisture detection of cigarette bar that various cigarette machine rolls as tobacco industry; Along inwall one protective sleeve 33 is set at the passage 32 that connects, measured matter just is positioned at protective sleeve 33; Being provided with cavity 31 cut apart of protective sleeve 33 is up and down two parts; One microwave input probe 34 is set on cavity 31 top cavity walls, microwave output probe 35 is set on cavity 31 lower part cavity walls.
When selecting the microwave cavity physical dimension, the size of quality factor q 0 in the time of considering no-load.Q
0Computing formula as follows:
Q
0＝0.610×(λ
0/S)×{[1+0.168×(D/L)
2]
3/
2/[1+0.168×(D/L)
3]}
In the formula,
λ
0Be the zero load of microwave resonance chamber (inverse of resonance frequency when also promptly not putting into measured matter);
S is a microwave cavity material characteristics coefficient, the acquisition of can tabling look-up;
D is the microwave cavity cavity diameter;
L is the microwave cavity cavity length;
Q
0Big more, the resolution that detects quality and moisture is high more; General Q
0Span is 39450-46500.
See also Fig. 5 and shown in Figure 6, the present invention utilizes microwave to carry out the quality of material and the principle of water content detection is, microwave generator 1 is carried the microwave of two kinds of different frequencies to resonator cavity 3, and the quality and the moisture of measured matter is not measured in (not placing the cavity state of measured matter in the passage 32) variation of the tuning curve of (placing the stress states of measured matters in the passage 32) when influenced by material when influenced by material by measuring in the resonator cavity 3.Simultaneously, because the microwave signal of the wave detector 6 among Fig. 5 depends on the temperature of measured matter, for this reason, can carry out doing temperature compensation behind the thermometric to measured matter.
Please in conjunction with Fig. 5 and Fig. 6 referring to shown in Figure 7, Fig. 7 is the curve map of the microwave resonance exported of resonator cavity that the present invention utilizes microwave to carry out the quality of material and water content detection.Among Fig. 7, wherein:
f
0, u
0Tuning curve during for cavity (promptly not putting into measured matter).
f
1, u
1Tuning curve during for loading (promptly putting into measured matter).
f
a, f
bBe two microwave frequencies that microwave generator is carried, u
a, u
bThe output microwave signal that detects for wave detector.
Get: u
Directly=1/2 (u
a+ u
b)
u
Hand over=1/ (u
b-u
a)
U has directly reflected the quality of measured matter, and quality is big more, u
DirectlyBig more, establish the quality that m is a measured matter, then m and u
DirectlyBetween mathematical relation as follows: m=a+b * U
Directly+ c * (U
Directly)
2-m
0Be the second-order equation formula.Constant a, b, c adopt the material of known quality to demarcate the back and obtain m in the formula
oThe quality of sleeve pipe during for cavity.According to following formula, when adding measured matter in the resonator cavity, wave detector detects u
a, u
bAfter, can be in data processor in the hope of u
DirectlyAnd m, thereby measure the quality of material.
u
Hand overThe moisture that has reflected measured matter, moisture are big more, u
Hand overBig more, establish the moisture that w is a measured matter, then w and u
Hand overBetween mathematical relation as follows: w=d+e * U
Hand over+ f * (U
Hand over)
2-w
0Be the second-order equation formula, constant d, e, f adopt the material of known moisture to demarcate the back and obtain w in the formula
oThe quality of sleeve pipe during for cavity.Equally, can be in data processor in the hope of u
Hand overAnd w, thereby measure the moisture of material.
See also Fig. 2 and Fig. 3 and shown in Figure 7, they are that the present invention utilizes microwave to carry out the curve map of microwave resonance of workflow diagram, the output of steering logic schematic diagram resonant cavity of the method for the quality of material and water content detection.
Workflow of the present invention is:
After system start-up is finished, square-wave generator produces that dutycycle is 50%, amplitude is the control square wave of+5V, microwave source alternately produces the microwave signal of 2 different frequencies according to the control square wave, 0V corresponding to the low frequency microwave ,+5V is corresponding to high-frequency microwave, and with two kinds of microwave signals in the same time interval and the mode of continuously saltus step deliver in the resonator cavity, draw microwave signal from the opposite side of resonator cavity simultaneously.Because the quality of measured matter and moisture is different, the power of drawing microwave signal is different, and the power of signal is compared during according to the power of two signals and with cavity resonance, just can draw the quality and the moisture of measured matter in the resonator cavity.After the A/D conversion, deposit memory I II in by the interrupt routine high speed acquisition, master routine is transferred the detection data that memory I II is stored, and according to constant a, b in the known mathematical model of being stored among the memory I I, c, d, e, f and cavity material mass m
0With cavity substance moisture content w
0, according to formula m=a+b * U
Directly+ c * (U
Directly)
2-m
0And w=d+e * U
Hand over+ f * (U
Hand over)
2-w
0Carry out material mass and moisture and calculate, and deposit result of calculation in memory I, simultaneously the quality of exportable expression material and the signal of moisture.
Concrete signal calculates with processing procedure as follows:
1. the output microwave signal u that detects of wave detector
a, u
bThe acquisition method of the numerical value of (see figure 7):
After the microwave signal that detected zoomed into 10V through wave detector, be 12 A/D conversions of 10M through slewing rate after, obtain 0～4096 data volume.AD value corresponding to the low frequency microwave is exactly u
a, be exactly u corresponding to the AD value of high-frequency microwave
b
2. the numerical value of cavity resonance is demarcated:
When resonator cavity during, calculate quality u corresponding to the measured matter of two microwave frequencies without any material
Straight 0=(u
A0+ u
B0) and the moisture u of measured matter
Hand over 0=1/ (u
B0-u
A0); Calculate quality (as the quality of the fingerstall pipe) m of cavity material
0=a+b * u
Straight 0+ c (u
Straight 0)
2Moisture (as the moisture of fingerstall pipe) w with the cavity material
0=d+e * u
Hand over 0+ f (u
Hand over 0)
2And deposit the result in memory I II, so that call later on.
3. determining of constant a, b, c, d, e, f:
Under lab, be ready to three parts of quality differences but the identical material sample of moisture content degree (being assumed to be P%), quality is respectively m
1, m
2, m
3(electronic scales weighing), amount of moisture calculates w respectively
1=m
1* P%, w
2=m
2* P%, w
3=m
3* P%.Three kinds of different samples are put in the resonator cavity respectively measure, obtain u
A1, u
A2, u
A3, u
B1, u
B2, u
B3Calculate u
Straight 1, u
Straight 2, u
Straight 3, u
Hand over 1, u
Hand over 2, u
Hand over 3List following formula:
m
1+ m
0=a+b * u
Straight 1+ c * (u
Straight 1)
2(1)
m
2+ m
0=a+b * u
Straight 2+ c * (u
Straight 2)
2(2)
m
3+ m
0=a+b * u
Straight 3+ c * (u
Straight 3)
2(3)
w
1+ w
0=d+e * u
Hand over 1+ f * (u
Hand over 1)
2(4)
w
2+ w
0=d+e * u
Hand over 2+ f * (u
Hand over 2)
2(5)
w
3+ w
0=d+e * u
Hand over 3+ f * (u
Hand over 3)
2(6)
With m
0=a+b * u
Straight 0+ c * (u
Straight 0)
2In substitution (1), (2), (3) formula, solve a, b, c by simultaneous equations,
With w
0=d+e * u
Hand over 0+ f * (u
Hand over 0)
2In substitution (4), (5), (6) formula, solve d, e, f by simultaneous equations,
A, b, c, d, e, the f that is solved existed in the memory I I, provide each measurement need call calculating.
4. the result of calculation of the quality of substances to be measured and moisture:
After converting, AD obtains the output microwave signal u that wave detector detects
a, u
b, calculate u
Directly, u
Hand overThe quality that calculates substances to be measured is m=a+b * u
Directly+ c * (u
Directly)
2-m
0The moisture that calculates substances to be measured is w=d+e * u
Hand over+ f * (u
Hand over)
2-w
0
In sum, the present invention is owing to by microwave cavity not being subjected to material influence signal analysis and the processing that changes with the tuning curve that influenced by material, can detect the quality and the moisture of measured matter; Simultaneously, because microwave generator power is very little, therefore measured matter and surrounding environment are not caused any harm; In addition, owing to adopt the computer control sampling interval time, therefore can be applicable to the quality of the online flow of material of high speed and the detection of moisture; And, can carry out doing temperature compensation behind the thermometric to measured matter, overcome because the drift of the detection signal that temperature variation caused is therefore very practical.
Claims (7)
1. one kind is utilized microwave to carry out the quality of material and the method for water content detection, it is characterized in that the detection method of described quality and moisture may further comprise the steps:
Step 1, computer control module controlled microwave generator produces microwave, and delivers to resonator cavity;
Step 2 is measured the analog signals of resonator cavity output, and this resonator cavity simulation amount output signal is delivered to analog to digital converter, and the resonator mode analog signal is converted to digital signal;
Step 3, the output data of the resonator cavity after the high speed data acquisition system collection process analog to digital conversion also deposits memory I II in;
Step 4, computer control module is transferred the resonator cavity that deposits among the memory I II and is detected data, carry out the analytical calculation of the quality and the moisture of measured matter according to the mathematical formulae that deposits among the memory I I, and deposit analysis result in memory I, the analysis detecting data of output expression measured matter quality and moisture simultaneously.
2. the microwave that utilizes as claimed in claim 1 carries out the quality of material and the method for water content detection, it is characterized in that: in described step 1, the concrete steps that computer control module controlled microwave generator produces microwave are,
1-1, system start-up, the work of computer control module controlling party baud generator,
1-2, squarer is sent the square-wave signal of the different frequency of controlled microwave generator work to microwave generator, and microwave generator alternately produces the microwave of two frequencies and sends into resonator cavity.
3. the microwave that utilizes as claimed in claim 1 carries out the quality of material and the method for water content detection, it is characterized in that: in described step 3, when described high speed data acquisition system is worked, need first interrupt routine, carry out data acquisition then.
4. the microwave that utilizes as claimed in claim 1 carries out the quality of material and the method for water content detection, it is characterized in that: in described step 4, the concrete steps that computing machine carries out measured matter quality and moisture analytical calculation are,
4-1, computer control module is transferred the resonator cavity that deposits among the memory I II and is detected data, transfers constant a, b, c, d, e, f and cavity material mass m in the known mathematical model of being stored among the memory I I
0With cavity substance moisture content w
0, judge microwave output frequency " whether low-frequency range ";
If 4-2 microwave output frequency " being low-frequency range ", then carries out Ua=M, promptly be detected that device detects corresponding to f
aThe amplitude u of frequency
aDeposit in the storer, the controlled microwave generator switches to high band with the microwave output frequency, carries out the 4-4 step then;
4-3, if microwave output frequency " not being low-frequency range ", then carry out Ub=M promptly be detected that device detects corresponding to f
bThe amplitude u of frequency
bDeposit in the storer, control controlled microwave generator switches to low-frequency range with the microwave output frequency, carries out the 4-4 step then;
4-4 is according to formula U
Directly=(U
a+ U
b)
U
Hand over=1/ (U
b-U
a)
When calculating resonator cavity without any material corresponding to the intermediate variable U of the measured object quality of two microwave frequencies
DirectlyIntermediate variable U with measured object moisture
Hand over
4-5 is according to formula m=a+b * U
Directly+ c * (U
Directly)
2-m
0
W=d+e * U
Hand over+ f * (U
Hand over)
2-w
0
Calculate quality and moisture that measured matter is included in this section in the resonator cavity, in the formula, m
0Be the quality of cavity material, w
0Be the moisture of cavity material, and deposit result of calculation in memory I;
4-6 forms demonstration and the measurement of output and the data of calculating;
4-7, whether judge has " print request ",
4-71 if there be not " print request ", gets back to step 3,
4-72 if " print request " arranged, then carries out the 4-7 step;
4-8 carries out background printing and handles, and gets back to step 3 then.
5. resonator cavity that utilizes microwave to carry out the quality and the water content detection of material, this resonator cavity (3) comprising: cavity (31), it is characterized in that: one passage (32) that connects is set at described cavity (31) middle part, passage (32) in this perforation is provided with protective sleeve (33) along inwall, cavity (31) is cut apart be two parts up and down; One microwave input probe (34) is set on the cavity wall of cavity (31) top, microwave output probe (35) is set on the cavity wall of cavity (31) lower part.
6. resonator cavity as claimed in claim 5 is characterized in that: the described passage (32) that is arranged on resonator cavity (3) cavity (31) middle part is the passage (32) of a tubulose.
7. resonator cavity as claimed in claim 5 is characterized in that: the described passage (32) that is arranged on resonator cavity (3) cavity (31) middle part is the passage (32) of a rectangle.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CNB2004100251415A CN100359321C (en) | 2004-06-14 | 2004-06-14 | Method for detecting mass and water content of matter using microwave and its resonant cavity |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CNB2004100251415A CN100359321C (en) | 2004-06-14 | 2004-06-14 | Method for detecting mass and water content of matter using microwave and its resonant cavity |
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| Publication Number | Publication Date |
|---|---|
| CN1715891A true CN1715891A (en) | 2006-01-04 |
| CN100359321C CN100359321C (en) | 2008-01-02 |
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| CN101832953A (en) * | 2010-05-31 | 2010-09-15 | 哈尔滨工程大学 | Method for measuring material moisture content and special measuring resonant cavity |
| CN102207469A (en) * | 2010-03-30 | 2011-10-05 | 上海恒博自动化设备有限公司 | Microwave off-line measurement method for measuring material humidity and density |
| CN102866169A (en) * | 2012-07-02 | 2013-01-09 | 中国电子科技集团公司第四十一研究所 | Compensation method for density data of cigarette igniting end of cigarette |
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| DE4004119A1 (en) * | 1990-02-10 | 1991-08-14 | Tews Elektronik Dipl Ing Manfr | METHOD FOR MEASURING THE HUMIDITY OF A MEASUREMENT WITH THE AID OF MICROWAVES AND DEVICE FOR IMPLEMENTING THE METHOD |
| DE19650112C1 (en) * | 1996-12-03 | 1998-05-20 | Wagner Int | Device and method for measuring a powder mass flow |
| DE10112499B4 (en) * | 2001-03-15 | 2010-08-19 | Hauni Maschinenbau Ag | Resonator device, in particular Mikrowellenresonatoreinrichtung |
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| CN101832953A (en) * | 2010-05-31 | 2010-09-15 | 哈尔滨工程大学 | Method for measuring material moisture content and special measuring resonant cavity |
| CN102866169A (en) * | 2012-07-02 | 2013-01-09 | 中国电子科技集团公司第四十一研究所 | Compensation method for density data of cigarette igniting end of cigarette |
| CN102866169B (en) * | 2012-07-02 | 2014-12-31 | 中国电子科技集团公司第四十一研究所 | Compensation method for density data of cigarette igniting end of cigarette |
| CN103575749A (en) * | 2013-10-26 | 2014-02-12 | 中国电子科技集团公司第四十一研究所 | Method for dynamically tracking parameters of microwave resonant cavity in density and moisture measurement of cigarette |
| CN103575749B (en) * | 2013-10-26 | 2014-12-03 | 中国电子科技集团公司第四十一研究所 | Method for dynamically tracking parameters of microwave resonant cavity in density and moisture measurement of cigarette |
| CN105547912A (en) * | 2015-12-15 | 2016-05-04 | 中国电子科技集团公司第四十一研究所 | Multipath continuous data acquisition device of two-channel microwave density and humidity detector and data acquisition method using the same |
| CN110279142A (en) * | 2019-02-14 | 2019-09-27 | 山东中烟工业有限责任公司 | In filter stick quick-fried pearl whether Po Sun measuring method, storage medium and equipment |
| CN110279142B (en) * | 2019-02-14 | 2021-10-08 | 山东中烟工业有限责任公司 | Method for determining whether bead explosion in filter stick is damaged or not, storage medium and equipment |
| CN111184254A (en) * | 2020-02-27 | 2020-05-22 | 贵州中烟工业有限责任公司 | Data monitoring method and system for cigarette filter stick production |
| CN111350947A (en) * | 2020-03-31 | 2020-06-30 | 西安交通大学 | Leak detection method for buried water and heating pipelines based on microwave detection technology |
| CN111350947B (en) * | 2020-03-31 | 2022-06-07 | 西安交通大学 | Embedded water supply heat supply pipeline leakage detection method based on microwave detection technology |
| CN111766440A (en) * | 2020-07-01 | 2020-10-13 | 绵阳人众仁科技有限公司 | Fast Detection Method of Frequency Offset Loss Offset |
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