CN105973769A - Device and method for measurement of size of suspended submicron particulate matter - Google Patents

Device and method for measurement of size of suspended submicron particulate matter Download PDF

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Publication number
CN105973769A
CN105973769A CN201610277805.XA CN201610277805A CN105973769A CN 105973769 A CN105973769 A CN 105973769A CN 201610277805 A CN201610277805 A CN 201610277805A CN 105973769 A CN105973769 A CN 105973769A
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light
lens
suspension
forward scattering
submicron particles
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廖然
欧学桁
陶益
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Shenzhen Graduate School Tsinghua University
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Shenzhen Graduate School Tsinghua University
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/02Investigating particle size or size distribution
    • G01N15/0205Investigating particle size or size distribution by optical means

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  • Chemical & Material Sciences (AREA)
  • Dispersion Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Analytical Chemistry (AREA)
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  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

A device and method for measurement of the size of a suspended submicron particulate matter are provided. The device comprises a light source, a backward scattered light receiving lens, a forward scattered light receiving lens, a backward scattered light detection module, a forward scattered light detection module and a processing module; light emitted by the light source passes through the backward scattered light receiving lens and then is incident to a to-be-detected submicron particulate matter, and forward scattered light and backward scattered light are produced; the light intensity value of the forward scattered light passing through the forward scattered light receiving lens is detected by the forward scattered light detection module; the light intensity value of the backward scattered light passing through the backward scattered light receiving lens is detected by the backward scattered light detection module; the ratio R of the light intensity value of the backward scattered light and the light intensity value of the forward scattered light is calculated by the processing module, and according to the predetermined monotonous relationship between the ratio R and the microsphere diameter D, the size of the to-be-detected submicron particulate matter is determined. The method can particularly simply and reliably measure single suspended submicron particulate matter.

Description

A kind of apparatus and method measuring suspension Submicron Particles size
Technical field
The present invention relates to a kind of method measuring suspension Submicron Particles size.
Background technology
Submicron Particles field non-for marine ecology and air quality is important.In ocean, submicron The most species of planktonic algae, antibacterial and virus, abundance is maximum, and the microorganism ring that they are formed is The important mechanisms of ocean material circulation, plays the part of very important role especially in oceanic environment.Air The granule of sub-micron, concentration is maximum, and they can be rapidly absorbed by a human pulmonary, enters the blood of people, right Lethal challenge is constituted in people's health.
Meanwhile, the monitoring to submicron particles is the most day by day subject to people's attention, and develops multiple Instrument detects them.The size of Submicron Particles settles with it, has transported substantial connection, is to retouch State the important parameter of submicron particles.Measure the big submethod of Submicron Particles at present and rely primarily on micro- The laboratory techniques such as mirror, Electronic Speculum, they need to fix Submicron Particles;Comparatively speaking, suspend Submicron Particles under state is measured more rare.Optical imaging method due to the restriction of resolution, 1 micron can only be accomplished.Dynamic light scattering method utilize Brownian movement to obtain the information of size, but it Need to measure a period of time, and only obtain average effect.Flow cytometer is by measuring forward direction and side To scattering, minimum can accomplish 0.5 micron, but the fluid means of its complexity is applied to particle Also have any problem.In a word, the size currently for the Submicron Particles suspended is measured, the most easy to handle Method can realize.
Summary of the invention
Present invention is primarily targeted at and overcome the deficiencies in the prior art, it is provided that a kind of measurement suspension sub-micro The method of rice grain thing size, can the size of easy reliable measurements single suspension Submicron Particles.
For achieving the above object, the present invention is by the following technical solutions:
A kind of device measuring suspension Submicron Particles size, including light source, back scattering light-receiving Lens, forward scattering optical receiver lens, rear orientation light detecting module, forward scattering optical detection module And processing module, the light that described light source sends incides after described back scattering light-receiving lens On suspension Submicron Particles to be measured in sample cell, produce forward scattering optical receiver lens described in directive Forward scattering light and directive described in the rear orientation light of back scattering light-receiving lens, before described To the light intensity value of the described forward scattering light of scattering optical receiver lens by described forward scattering optical detection mould Block detects, through the light intensity value of described rear orientation light of described back scattering light-receiving lens by described Rear orientation light detecting module detects, and described processing module calculates the light intensity value of described rear orientation light With the ratio R of the light intensity value of described forward scattering light, and straight with microsphere according to predetermined ratio R Monotonic relationshi between the D of footpath, determines the size of described suspension Submicron Particles to be measured, wherein said Monotonic relationshi between ratio R and microsphere diameter D is the multiple different size of mark for known diameter Quasi-microsphere is obtained by ratio R described in described measurement device.
Further:
Described rear orientation light detecting module includes that beam splitter, rear orientation light collecting lens and first are visited Survey device, described beam splitter between described light source and described back scattering light-receiving lens, described light The light that source sends first is again incident on described back scattering light-receiving lens transmitted through described beam splitter, passes through The described rear orientation light of described back scattering light-receiving lens reflects, instead on described beam splitter The described rear orientation light penetrated through rear orientation light collecting lens post-concentration to described first detector, Described first detector detects the light intensity value of described rear orientation light.
Described forward scattering optical detection module includes forward scattering light collecting lens and the second detector, warp The described forward scattering light crossing described forward scattering optical receiver lens incides described forward scattering light meeting Poly-lens, through described forward scattering light collecting lens post-concentration to described second detector, described Two detectors detect the light intensity value of described forward scattering light.
Also include being arranged on described forward scattering optical receiver lens and described forward scattering optical detection module Between diaphragm, described diaphragm blocks forward-scattering angle less than the light of predetermined angle theta 0 to avoid its quilt Described forward scattering optical detection module receives.
The half-angle that described back scattering light-receiving lens can collect light is θ b, the back scattering of covering The scope at angle is [180 ° of-2* θ b, 180 °], and described forward scattering optical receiver lens can collect light Half-angle be θ f, the scope of the forward-scattering angle of covering is [θ 0,2* θ f].
Also include the aperture light channel structure before being arranged on described first detector, described aperture light channel structure The suspension Submicron Particles to be measured of the pre-position being in sample cell is visited described first The contribution of the light intensity value surveying device detection is not less than predetermined extent.Preferably, described aperture light channel structure bag Include the foraminate dark slide of tool and the aperture between described dark slide and described first detector Convergence of rays lens, described aperture position in described dark slide and described suspension submicron to be measured Grain thing location is corresponding.
Also include the aperture light channel structure before being arranged on described second detector, described aperture light channel structure The suspension Submicron Particles to be measured of the pre-position being in sample cell is visited described second The contribution of the light intensity value surveying device detection is not less than predetermined extent.Preferably, described aperture light channel structure bag Include the foraminate dark slide of tool and the aperture between described dark slide and described second detector Convergence of rays lens, described aperture position in described dark slide and described suspension submicron to be measured Grain thing location is corresponding.
A kind of device measuring suspension Submicron Particles size, including described light source, described after To scattering optical receiver lens, described forward scattering optical receiver lens, described back scattering optical detection Module and described forward scattering optical detection module.
A kind of method measuring suspension Submicron Particles size, uses described measurement suspension submicron The device of particulate matter size carries out the measurement of suspension Submicron Particles size, and wherein said light source sends Light after described back scattering light-receiving lens, incide the suspension submicron to be measured in sample cell On particulate matter, after producing described in the forward scattering light of forward scattering optical receiver lens described in directive and directive To scattering optical receiver lens rear orientation light, through described forward scattering optical receiver lens described before Detect by described forward scattering optical detection module to the light intensity value of scattered light, through described rear orientation light The light intensity value of the described rear orientation light receiving lens is detected by described rear orientation light detecting module, institute State processing module and calculate the light intensity value of described rear orientation light and the light intensity value of described forward scattering light Ratio R, and according to the monotonic relationshi between predetermined ratio R and microsphere diameter D, determine The size of described suspension Submicron Particles to be measured, between wherein said ratio R and microsphere diameter D Monotonic relationshi is that the multiple different size of standard microsphere for known diameter uses described measurement device Described ratio R and obtain.
Beneficial effects of the present invention:
The device and method measuring suspension Submicron Particles size that the present invention proposes, based on light scattering Measuring the size of commercial measurement single suspension Submicron Particles, the present invention passes through back scattering light-receiving Lens make light oblique incidence illuminate sample, connect by having the rear orientation light of predetermined large-numerical aperture Receive lens and forward scattering optical receiver lens, the forward scattering light of polarizers of big angle scope can be collected and backward dissipate Penetrate light, both light intensity of detection, then calculate ratio between the two, this ratio and submicron particles The size of thing is monotonic relationshi.The advantage of the method is to be capable of single suspension Submicron Particles Easy measure reliably, be particularly well-suited to the Submicron Particles of suspended state.
Accompanying drawing explanation
Fig. 1 is that the structure of a kind of embodiment of device that the present invention measures suspension Submicron Particles size is shown It is intended to.
Fig. 2 is the aperture light channel structure schematic diagram in the preferred embodiment of the present invention.
Fig. 3 is that the ratio R utilizing the measurement device shown in Fig. 1 is along with the pass of polymer microsphere diameter D System, the wherein I-shaped pattern representation limits of error.
Fig. 4 is the flow chart that the present invention measures sub-micron particle size.
Detailed description of the invention
Hereinafter embodiments of the present invention are elaborated.It is emphasized that the description below is only It is exemplary rather than in order to limit the scope of the present invention and application thereof.
Refering to Fig. 1, in one embodiment, a kind of device measuring suspension Submicron Particles size, Including light source 1, back scattering light-receiving lens L1, forward scattering optical receiver lens L2, back scattering Optical detection module, forward scattering optical detection module and processing module, the light warp that described light source 1 sends The suspension submicron particles to be measured inciding in sample cell 5 after crossing described back scattering light-receiving lens L1 On thing, backward described in the forward scattering light of forward scattering optical receiver lens L2 described in generation directive and directive The rear orientation light of scattering optical receiver lens L1, through the institute of described forward scattering optical receiver lens L2 The light intensity value stating forward scattering light is detected by described forward scattering optical detection module, through described backward scattered Penetrate the light intensity value of described rear orientation light of optical receiver lens L1 by described rear orientation light detecting module Detection, described processing module calculates the light intensity value of described rear orientation light and described forward scattering light The ratio R of light intensity value, and according to the monotonic relationshi between predetermined ratio R and microsphere diameter D, Determine the size of described suspension Submicron Particles to be measured, wherein said ratio R and microsphere diameter D it Between monotonic relationshi be that the multiple different size of standard microsphere for known diameter is by described measurement device Described ratio R obtains.
In an advantageous embodiment, described rear orientation light detecting module includes beam splitter 2, backward Scattered light collecting lens L3 and the first detector 3, described beam splitter 2 is positioned at described light source 1 and described Between back scattering light-receiving lens L1, the light that described light source 1 sends is first transmitted through described beam splitter 2 It is again incident on described back scattering light-receiving lens L1, through described back scattering light-receiving lens L1 Described rear orientation light reflect on described beam splitter 2, the described rear orientation light warp of reflection Cross rear orientation light collecting lens L3 post-concentration to described first detector 3, described first detector 3 Detect the light intensity value of described rear orientation light.
In an advantageous embodiment, described forward scattering optical detection module includes that forward scattering light is assembled Lens L4 and the second detector 4, the described forward direction through described forward scattering optical receiver lens L2 dissipates Penetrate light and incide described forward scattering light collecting lens L4, through described forward scattering light collecting lens L4 post-concentration detects described forward scattering light to described second detector 4, described second detector 4 Light intensity value.
In an advantageous embodiment, device also includes being arranged on described forward scattering optical receiver lens L2 And the diaphragm 6 between described forward scattering optical detection module, it is little that described diaphragm 6 blocks forward-scattering angle In the light of predetermined angle theta 0 to avoid it to be received by described forward scattering optical detection module.
In a further embodiment, described back scattering light-receiving lens L1 can collect the half of light Angle is θ b, and the scope at the back scattering angle of covering is [180 ° of-2* θ b, 180 °], described forward direction It is θ f that scattering optical receiver lens L2 can collect the half-angle of light, and the scope of the forward-scattering angle of covering is [θ0,2*θf].It is preferred that half angle θ b=θ f=45 °.
Refering to Fig. 2, in an advantageous embodiment, device also includes being arranged on described first detector Aperture light channel structure before 3, described aperture light channel structure is in the precalculated position in sample cell 5 The suspension Submicron Particles to be measured at place is the lowest to the contribution of the light intensity value of described first detector 3 detection In predetermined extent.It is highly preferred that described aperture light channel structure includes having foraminate dark slide and position Aperture convergence of rays lens between described dark slide and described first detector 3, described aperture exists Position in described dark slide is corresponding with described suspension Submicron Particles location to be measured.
Refering to Fig. 2, in an advantageous embodiment, device also includes being arranged on described second detector Aperture light channel structure before 4, described aperture light channel structure is in the precalculated position in sample cell 5 The suspension Submicron Particles to be measured at place is the lowest to the contribution of the light intensity value of described second detector 4 detection In predetermined extent.It is highly preferred that described aperture light channel structure include having foraminate dark slide 7 and Aperture convergence of rays lens L6 between described dark slide 7 and described second detector 4, described Aperture position in described dark slide 7 and described suspension Submicron Particles location phase to be measured Corresponding.
Described light source 1 can be LASER Light Source, described rear orientation light detecting module and described forward scattering Optical detection module all can use CCD.
In another kind of embodiment, a kind of device measuring suspension Submicron Particles size, including before State the light source 1 of any embodiment, back scattering light-receiving lens L1, forward scattering optical receiver lens L2, Rear orientation light detecting module and forward scattering optical detection module.Those skilled in the art easily manage Solving, the device of the present embodiment can coordinate extra processing module to carry out work as an independent device Make.
In another kind of embodiment, a kind of method measuring suspension Submicron Particles size, use institute The device measuring suspension Submicron Particles size stated carries out the survey of suspension Submicron Particles size Amount, the light that wherein said light source 1 sends incides sample after described back scattering light-receiving lens L1 On suspension Submicron Particles to be measured in product pond 5, produce forward scattering optical receiver lens described in directive The rear orientation light of back scattering light-receiving lens L1 described in the forward scattering light of L2 and directive, passes through The light intensity value of the described forward scattering light of described forward scattering optical receiver lens L2 is by described forward scattering Optical detection module detects, through the light of the described rear orientation light of described back scattering light-receiving lens L1 Intensity values is detected by described rear orientation light detecting module, and described processing module calculates described back scattering The ratio R of the light intensity value of the light intensity value of light and described forward scattering light, and according to predetermined ratio R And the monotonic relationshi between microsphere diameter D, determines the size of described suspension Submicron Particles to be measured, Monotonic relationshi between wherein said ratio R from microsphere diameter D is multiple different for known diameter The standard microsphere of size uses ratio R described in described measurement device to obtain.
Below in conjunction with accompanying drawing, the specific embodiment of the present invention is further described.
It is the device schematic diagram of the specific embodiment of the invention as shown in Figure 1.In figure, incident illumination is through beam splitting After mirror 2, changed angle by back scattering light-receiving lens L1, oblique be mapped in sample cell 5, illumination Particulate matter O.Rear orientation light is collected by back scattering light-receiving lens L1, quilt after beam splitter 2 Reflection, is then focused on record on the first detector 3 by rear orientation light collecting lens L3.Forward direction dissipates Penetrate light to be collected by forward scattering optical receiver lens L2, owing to 0 ° of scattered light and unscattered light are same On direction, in order to eliminate the impact of unscattered light, we utilize a diaphragm 6 to block, and only dissipate The firing angle light more than θ 0 just can be received by a detector.Forward scattering light is assembled thoroughly by forward scattering light Mirror L4 focuses on, by the second detector 4 record.
If the numerical aperture of back scattering light-receiving lens L1 and forward scattering optical receiver lens L2 is enough Greatly, to such an extent as to can to collect the half-angle of light be 45 °, then the model that rear orientation light can be recorded Enclosing span from 90 °-180 °, the scope that forward scattering light can be recorded is [θ 0,90 °].I By the light intensity value of the first detector 3 than the light intensity value of the second detector 4, then just obtained ratio R.R is monotonic relationshi with the size of Submicron Particles.
Owing to scattered light is simultaneously by back scattering light-receiving lens L1 and forward scattering optical receiver lens L2 Collecting, we can control the first detector 3 and the second detector 4 records backward simultaneously and forward direction scattered Penetrate value, then we just can measure the R of same sample.
The scattering of submicron particles is the most weak, device as shown in Figure 1, owing to can collect relatively Scattered light in polarizers of big angle scope, so optical signal can obtain the biggest reinforcement.In this case, The scattering value of individual particle can be arrived, calculate R.Such as the device of Fig. 1, the picture of particulate matter O can become On the face of the first detector 3 and the second detector 4.
If as in figure 2 it is shown, the leading portion at the first detector 3 and the second detector 4 increases aperture light path Structure, can limit the granule at only O can have contribution to signal, thus is advantageously implemented single The measurement of grain thing.Owing to adding an aperture light channel structure, it is allowed in an aperture on optical axis Light passes through, and has blocked the light of other parts, accordingly, derive from O near the dissipating of other particles Penetrate light to be fallen by gear or reduce, thus the scattered light of the particle at only O is received by a detector, or In the scattered light being received by a detector, the contribution of the scattered light of the particle at O exceedes predetermined extent.Cause This, the present embodiment is particularly conducive to realize the detection of single particle.
R used in the measuring method of the specific embodiment of the invention and the relation of sub-micron particle size, Can be by the experimental verification in Examples below.
Example
Utilizing the device shown in Fig. 1, we have built experimental provision, and utilize 0.1-0.8 micron model Enclose the relation between R and the microsphere diameter D that interior polymer microsphere mentions in method of testing.Fig. 3 Shown in be i.e. lab diagram.Fig. 3 represents that measurement device goes out R along with the relation of polymer microsphere diameter D, Wherein blue portion represents the limits of error.From figure 3, it can be seen that R is monotone increasing relation along with D. This also imply that, can uniquely determine D by measuring R.
Flow process in the application, as shown in Figure 4.We first with standard polymer microsphere measurement obtain as Relation between R and D of Fig. 3, then measures the R of unknown granule, learns corresponding D from Fig. 3 Value.
Above content is that combination is concrete/the most made for the present invention the most specifically Bright, it is impossible to assert the present invention be embodied as be confined to these explanations.For technology belonging to the present invention For the those of ordinary skill in field, without departing from the inventive concept of the premise, it can also be to this The embodiment having described that a bit makes some replacements or modification, and these substitute or variant all should It is considered as belonging to protection scope of the present invention.

Claims (9)

1. the device measuring suspension Submicron Particles size, it is characterised in that include light source, Back scattering light-receiving lens, forward scattering optical receiver lens, rear orientation light detecting module, forward direction Scattered light detecting module and processing module, the light that described light source sends connects through described rear orientation light Incide on the suspension Submicron Particles to be measured in sample cell after receiving lens, produce forward direction described in directive Described in the forward scattering light of scattering optical receiver lens and directive, the backward of back scattering light-receiving lens dissipates Penetrate light, through the light intensity value of described forward scattering light of described forward scattering optical receiver lens by before described Detect to scattered light detecting module, through the described rear orientation light of described back scattering light-receiving lens Light intensity value detected by described rear orientation light detecting module, described processing module calculates described backward The ratio R of the light intensity value of the light intensity value of scattered light and described forward scattering light, and according to predetermined Monotonic relationshi between ratio R and microsphere diameter D, determines described suspension Submicron Particles to be measured Size, the monotonic relationshi between wherein said ratio R and microsphere diameter D is many for known diameter Individual different size of standard microsphere uses ratio R described in described measurement device to obtain.
2. the device measuring suspension Submicron Particles size as claimed in claim 1, its feature Being, described rear orientation light detecting module includes beam splitter, rear orientation light collecting lens and first Detector, described beam splitter is between described light source and described back scattering light-receiving lens, described The light that light source sends first is again incident on described back scattering light-receiving lens, warp transmitted through described beam splitter The described rear orientation light crossing described back scattering light-receiving lens reflects on described beam splitter, The described rear orientation light of reflection detects to described first through rear orientation light collecting lens post-concentration Device, described first detector detects the light intensity value of described rear orientation light.
3. the device measuring suspension Submicron Particles size as claimed in claim 1, its feature Being, described forward scattering optical detection module includes forward scattering light collecting lens and the second detector, Described forward scattering light through described forward scattering optical receiver lens incides described forward scattering light Collecting lens, through described forward scattering light collecting lens post-concentration to described second detector, described Second detector detects the light intensity value of described forward scattering light.
4. the dress measuring suspension Submicron Particles size as described in any one of claims 1 to 3 Put, it is characterised in that also include being arranged on described forward scattering optical receiver lens and described forward scattering Diaphragm between optical detection module, described diaphragm blocks the forward-scattering angle light less than predetermined angle theta 0 To avoid it to be received by described forward scattering optical detection module.
5. the device measuring suspension Submicron Particles size as claimed in claim 4, its feature Being, the half-angle that described back scattering light-receiving lens can collect light is θ b, the back scattering of covering The scope at angle is [180 ° of-2* θ b, 180 °], and described forward scattering optical receiver lens can collect light Half-angle be θ f, the scope of the forward-scattering angle of covering is [θ 0,2* θ f].
6. the device measuring suspension Submicron Particles size as claimed in claim 2, its feature Being, also including the aperture light channel structure before being arranged on described first detector, described aperture light path is tied The suspension Submicron Particles to be measured of the pre-position that structure is in sample cell is to described first The contribution of the light intensity value of detector detection is not less than predetermined extent, it is preferable that described aperture light channel structure Including having foraminate dark slide and little between described dark slide and described first detector Hole convergence of rays lens, described aperture position in described dark slide and described suspension submicron to be measured Particulate matter location is corresponding.
7. the device measuring suspension Submicron Particles size as claimed in claim 3, its feature Being, also including the aperture light channel structure before being arranged on described second detector, described aperture light path is tied The suspension Submicron Particles to be measured of the pre-position that structure is in sample cell is to described second The contribution of the light intensity value of detector detection is not less than predetermined extent, it is preferable that described aperture light channel structure Including having foraminate dark slide and little between described dark slide and described second detector Hole convergence of rays lens, described aperture position in described dark slide and described suspension submicron to be measured Particulate matter location is corresponding.
8. the device measuring suspension Submicron Particles size, it is characterised in that include such as right Require the light source described in any one of 1-7, described back scattering light-receiving lens, described forward direction Scattering optical receiver lens, described rear orientation light detecting module and described forward scattering optical detection Module.
9. the method measuring suspension Submicron Particles size, it is characterised in that use such as right Require that the device measuring suspension Submicron Particles size described in any one of 1-7 carries out suspension sub-micro The measurement of rice grain thing size, the light that wherein said light source sends is saturating through described back scattering light-receiving Incide on the suspension Submicron Particles to be measured in sample cell after mirror, produce forward scattering described in directive The rear orientation light of back scattering light-receiving lens described in the forward scattering light of optical receiver lens and directive, Light intensity value through the described forward scattering light of described forward scattering optical receiver lens is dissipated by described forward direction Penetrate the detection of optical detection module, through the light of the described rear orientation light of described back scattering light-receiving lens Intensity values is detected by described rear orientation light detecting module, and described processing module calculates described back scattering The ratio R of the light intensity value of the light intensity value of light and described forward scattering light, and according to predetermined ratio Monotonic relationshi between R and microsphere diameter D, determines the size of described suspension Submicron Particles to be measured, Monotonic relationshi between wherein said ratio R from microsphere diameter D is multiple different for known diameter The standard microsphere of size uses ratio R described in described measurement device to obtain.
CN201610277805.XA 2016-04-28 2016-04-28 Device and method for measurement of size of suspended submicron particulate matter Pending CN105973769A (en)

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CN110907316A (en) * 2019-12-16 2020-03-24 中国科学院大气物理研究所 Light path system for single particle forward and backward scattering and depolarization ratio measurement
CN111812000A (en) * 2020-07-02 2020-10-23 清华大学深圳国际研究生院 Detection device and method for suspended single particles
CN111812000B (en) * 2020-07-02 2024-03-22 清华大学深圳国际研究生院 Detection device and method for suspended single particles
CN112903543A (en) * 2021-01-20 2021-06-04 华中科技大学 Light scattering-based aerosol particle ellipticity measurement method and system
CN113358533A (en) * 2021-06-11 2021-09-07 宋卓 Reflection structure, particle measuring device comprising same and detection method thereof

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Application publication date: 20160928