CN110534629A - Phosphor gel coating method, device, system, coating control equipment and storage medium - Google Patents

Phosphor gel coating method, device, system, coating control equipment and storage medium Download PDF

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Publication number
CN110534629A
CN110534629A CN201910666526.6A CN201910666526A CN110534629A CN 110534629 A CN110534629 A CN 110534629A CN 201910666526 A CN201910666526 A CN 201910666526A CN 110534629 A CN110534629 A CN 110534629A
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China
Prior art keywords
coating
phosphor gel
thickness
control parameter
layer thickness
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CN201910666526.6A
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CN110534629B (en
Inventor
胡跃明
陈雅倩
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South China University of Technology SCUT
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South China University of Technology SCUT
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B12/00Arrangements for controlling delivery; Arrangements for controlling the spray area
    • B05B12/08Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means
    • B05B12/084Arrangements for controlling delivery; Arrangements for controlling the spray area responsive to condition of liquid or other fluent material to be discharged, of ambient medium or of target ; responsive to condition of spray devices or of supply means, e.g. pipes, pumps or their drive means responsive to condition of liquid or other fluent material already sprayed on the target, e.g. coating thickness, weight or pattern
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B13/00Machines or plants for applying liquids or other fluent materials to surfaces of objects or other work by spraying, not covered by groups B05B1/00 - B05B11/00
    • B05B13/02Means for supporting work; Arrangement or mounting of spray heads; Adaptation or arrangement of means for feeding work
    • B05B13/0221Means for supporting work; Arrangement or mounting of spray heads; Adaptation or arrangement of means for feeding work characterised by the means for moving or conveying the objects or other work, e.g. conveyor belts
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05BSPRAYING APPARATUS; ATOMISING APPARATUS; NOZZLES
    • B05B15/00Details of spraying plant or spraying apparatus not otherwise provided for; Accessories
    • B05B15/20Arrangements for agitating the material to be sprayed, e.g. for stirring, mixing or homogenising
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/10Measuring as part of the manufacturing process
    • H01L22/12Measuring as part of the manufacturing process for structural parameters, e.g. thickness, line width, refractive index, temperature, warp, bond strength, defects, optical inspection, electrical measurement of structural dimensions, metallurgic measurement of diffusions
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L22/00Testing or measuring during manufacture or treatment; Reliability measurements, i.e. testing of parts without further processing to modify the parts as such; Structural arrangements therefor
    • H01L22/20Sequence of activities consisting of a plurality of measurements, corrections, marking or sorting steps
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01LSEMICONDUCTOR DEVICES NOT COVERED BY CLASS H10
    • H01L33/00Semiconductor devices having potential barriers specially adapted for light emission; Processes or apparatus specially adapted for the manufacture or treatment thereof or of parts thereof; Details thereof
    • H01L33/48Semiconductor devices having potential barriers specially adapted for light emission; Processes or apparatus specially adapted for the manufacture or treatment thereof or of parts thereof; Details thereof characterised by the semiconductor body packages
    • H01L33/50Wavelength conversion elements
    • H01L33/505Wavelength conversion elements characterised by the shape, e.g. plate or foil

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  • Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Computer Hardware Design (AREA)
  • Power Engineering (AREA)
  • Led Device Packages (AREA)
  • Coating Apparatus (AREA)
  • Application Of Or Painting With Fluid Materials (AREA)

Abstract

The invention discloses a kind of phosphor gel coating method, device, system, coating control equipment and storage mediums, the described method includes: coating control parameter according to the default of the multivariable coating layer thickness distributed model pre-established, control coating executing agency carries out phosphor gel coating to LED wafer;Control the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;According to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;If so, being modified to current coating control parameter, according to revised coating control parameter, control coating executing agency carries out phosphor gel coating to LED wafer, and returns to the phosphor gel coating layer thickness of LED wafer after control thickness-measuring equipment measurement coating;If it is not, then controlling coating executing agency terminates blanking.The present invention has compared with strong adaptability, it is ensured that the uniformity consistency of high-power white-light LED fluorescent powder glue coating improves the coating quality and coating efficiency of large power white light LED.

Description

Phosphor gel coating method, device, system, coating control equipment and storage medium
Technical field
The present invention relates to a kind of phosphor gel coating method, device, system, coating control equipment and storage mediums, belong to Phosphor gel coats field.
Background technique
Large power white light LED possesses the title of " green illumination light source ", with conventional illumination sources phase as forth generation electric light source There is low pressure small in size, low-power consumption, high reliability and long-life than, large power white light LED, the series of advantages such as energy conservation and environmental protection, It is that one kind meets environmental protection and energy-efficient green illumination light source.
In LED chip coating procedure, fluorescent powder paint-on technique is the most key link, and wherein coated side is complete Property, the accuracy of position is coated, the various factors such as uniformity coefficient that coating thickness and fluorescent powder are distributed all can be to the hair of LED Light, colour temperature quality impact.Free dispensing and atomizing spraying are the most common fluorescent powder coated forms in the current market LED, but It is to cause emergent light color inconsistent since the coating thickness and uniformity that are difficult to fluorescent powder are accurately controlled, occurs inclined Blue light or inclined yellow light.
Summary of the invention
In view of this, the present invention provides a kind of phosphor gel coating method, device, system, coating control equipment and depositing Storage media by the multivariable coating layer thickness distributed model pre-established, and introduces Iterative Learning Control Algorithm to fluorescent powder Coating thickness is controlled, and is had compared with strong adaptability, it is ensured that the uniformity of high-power white-light LED fluorescent powder glue coating Property, the coating quality and coating efficiency of large power white light LED are improved, solves the skill of the coating processes of white-light LED fluorescence arogel Art problem.
The first purpose of this invention is to provide a kind of phosphor gel coating method.
Second object of the present invention is to provide a kind of phosphor gel coating unit.
Third object of the present invention is to provide a kind of phosphor gel application system.
Fourth object of the present invention is to provide a kind of coating control equipment.
Of the invention the 5th is designed to provide a kind of storage medium.
The first purpose of this invention can be reached by adopting the following technical scheme that:
A kind of phosphor gel coating method, which comprises
After LED wafer enters coating zone, applied according to the default of the multivariable coating layer thickness distributed model pre-established Control parameter is covered, control coating executing agency carries out phosphor gel coating to LED wafer;
Control the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;
According to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;
If desired the current coating control parameter of amendment is then modified current coating control parameter, according to revised Control parameter is coated, control coating executing agency carries out phosphor gel coating to LED wafer, and returns to control thickness-measuring equipment measurement The phosphor gel coating layer thickness of LED wafer after coating;
If not needing to correct current coating control parameter, controlling coating executing agency terminates blanking.
Further, described according to phosphor gel coating layer thickness, it is determined whether to need to correct current coating control parameter, tool Body includes:
Phosphor gel coating layer thickness is compared with setting coating thickness, obtains coating thickness error;
Coating thickness error is compared with the limits of error of setting, if coating thickness error is greater than setting most Big allowable error then needs to correct current coating control parameter, if coating thickness error is less than or equal to the maximum allowable of setting Error does not need then to correct current coating control parameter.
It is further, described that current coating control parameter is modified, specifically:
Control parameter is coated according to the default of current coating control parameter and multivariable coating layer thickness distributed model, using repeatedly The correction value that current coating control parameter is calculated for control learning algorithm, to obtain revised coating control parameter.
Further, the coating control parameter includes feed air pressure, sprinkler height and atomizing pressure;
The establishment process of the multivariable coating layer thickness distributed model includes:
Gaussian sum coating Accumulation Model is chosen as phosphor gel static state and sprays model;
Design is respectively to be fed air pressure, sprinkler height, atomizing pressure as independent variable, using coating thickness as the uniform of dependent variable The coating experiment;
Phosphor gel static state is sprayed into the form that the parameter in model is expressed as coating control parameter, is established containing coating control The extensive multivariable coating layer thickness model of parameter processed;
It is quasi- to carry out nonlinear least square method as optimization aim for variance to set coating thickness and practical coating thickness Optimization is closed, the undetermined coefficient of extensive multivariable coating layer thickness model is solved, obtains multivariable coating layer thickness model;
It is modified using multivariable coating layer thickness model prediction coating thickness, and to multivariable coating layer thickness model.
Second object of the present invention can be reached by adopting the following technical scheme that:
A kind of phosphor gel coating unit, described device include:
Coat module, for being distributed according to the multivariable coating layer thickness pre-established after LED wafer enters coating zone The default of model coats control parameter, and control coating executing agency carries out phosphor gel coating to LED wafer;
Measurement module, for controlling the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;
Determining module, for according to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;
Correction module is then modified current coating control parameter for the current coating control parameter of if desired amendment, According to revised coating control parameter, control coating executing agency carries out phosphor gel coating to LED wafer, and returns to control The phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coating;
Ending module, if controlling coating executing agency terminates blanking for not needing to correct current coating control parameter.
Third object of the present invention can be reached by adopting the following technical scheme that:
A kind of phosphor gel application system, the system comprises transport mechanism, coating executing agency, thickness-measuring equipment and coatings Equipment is controlled, the transport mechanism, coating executing agency and thickness-measuring equipment are connected with coating control equipment respectively;
The transport mechanism, for the LED wafer to be coated of transport mechanism inlet to be sent to coating zone, and general The LED wafer that coating is completed is sent to the exit of transport mechanism from coating zone;
The coating executing agency is used to carry out phosphor gel circulation stirring, and according to coating control parameter, right LED wafer carries out phosphor gel coating;
The thickness-measuring equipment, for measure coating after LED wafer phosphor gel coating layer thickness;
The coating controls equipment, requires the described in any item phosphor gel coating methods of 1-4 for perform claim.
Further, the coating executing agency includes barrel and nozzle;
The barrel carries out circulation stirring for loading phosphor gel, and to phosphor gel;
The nozzle is connected with coating control equipment, and the feeding inlet of nozzle is connected with the discharge port of barrel, is used for root According to coating control parameter, phosphor gel coating is carried out to LED wafer.
Further, the thickness-measuring equipment includes laser emitter, ccd image sensor and image procossing Device, the ccd image sensor are connected with image processor, the laser emitter and image processor difference It is connected with coating control equipment;
The laser emitter, for emitting laser irradiation respectively afterwards to LED wafer surface before coating;
The ccd image sensor, for obtaining the reflected light on LED wafer surface, to acquire LED wafer The representation of laser facula on surface;
Described image processor is handled for the representation of laser facula to coating front and back, according to coating front and back Representation of laser facula is handled, phosphor gel coating thickness measurement is carried out to the spraying area of LED wafer.
Fourth object of the present invention can be reached by adopting the following technical scheme that:
A kind of coating control equipment, it is described including processor and for the memory of storage processor executable program When processor executes the program of memory storage, above-mentioned phosphor gel coating method is realized.
5th purpose of the invention can be reached by adopting the following technical scheme that:
A kind of storage medium is stored with program, when described program is executed by processor, realizes above-mentioned phosphor gel coating Method.
The present invention have compared with the existing technology it is following the utility model has the advantages that
The present invention uneven, LED illumination effect difference problem for coating thickness in conventional fluorescent arogel coating processes, from Coating processes process is set out, and fully considers the influence of process equipment and parameter, pre-establishes multivariable coating layer thickness distributed model, And Iterative Learning Control Algorithm is introduced, to accurately adjust coating control parameter, it is ensured that high-power white-light LED fluorescent powder The uniformity consistency of glue coating, improves the coating quality and coating efficiency of large power white light LED, is particularly suitable for high-precision and coats It is required that technique.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with The structure shown according to these attached drawings obtains other attached drawings.
Fig. 1 is the structure chart of the phosphor gel application system of the embodiment of the present invention 1.
Fig. 2 is the structural block diagram of the coating control equipment of the embodiment of the present invention 1.
Fig. 3 is the flow chart of the phosphor gel coating method of the embodiment of the present invention 1.
Fig. 4 is the flow chart for determining the need for correcting current coating control parameter of the embodiment of the present invention 1.
Fig. 5 is the flow chart for establishing multivariable coating layer thickness model of the embodiment of the present invention 1.
Fig. 6 is the phosphor gel coating cumulative thickness schematic diagram of the embodiment of the present invention 1.
Fig. 7 is the structural block diagram of the phosphor gel coating unit of the embodiment of the present invention 2.
Fig. 8 is the structural block diagram of the determining module of the embodiment of the present invention 2.
Fig. 9 is the relational graph of the modules for establishing multivariable coating layer thickness model of the embodiment of the present invention 2.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiments of the present invention, instead of all the embodiments, based on the embodiments of the present invention, ordinary skill people Member's every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Embodiment 1:
As shown in Figure 1, present embodiments providing a kind of phosphor gel application system, which includes transport mechanism 101, applies Cover executing agency 102, thickness-measuring equipment and coating control equipment (not shown), transport mechanism 101, coating executing agency 102, Thickness-measuring equipment is connected with coating control equipment respectively.
The transport mechanism 101 may include the components such as pedestal, conveyer belt, driving wheel, driving motor, with one end of pedestal As the entrance of transport mechanism 101, outlet of the other end as transport mechanism 101, driving wheel can be set four, two of them Driving wheel is oppositely arranged on the inlet of transport mechanism 101, constitutes first group of driving wheel group, and pass through transmission shaft and pedestal phase Even, other two driving wheel is oppositely arranged on the exit of transport mechanism 101, constitutes second group of driving wheel group, and pass through transmission Axis is connected with pedestal, and conveyer belt is connected with two transmission shafts respectively, driving motor and wherein one group of driving wheel group (first group of transmission Wheel group or second group of driving wheel group) a driving wheel be connected, driving motor drive the driving wheel rotation come drive the group be driven Another driving wheel of wheel group, so that conveyer belt is rotated, during conveyer belt rotates, two biographies of another group of driving wheel group Driving wheel also can rotate, and the LED wafer to be coated 103 of 101 inlet of transport mechanism can be sent to coating zone, and will apply The LED wafer 103 for covering completion is sent to the exit of transport mechanism 101 from coating zone.
The coating executing agency 102 can carry out circulation stirring to phosphor gel, and according to coating control parameter, right LED wafer carries out phosphor gel coating;Specifically, coating executing agency 102 includes barrel 1021 and nozzle 1022, barrel 1021 There are two, for loading phosphor gel, circulation stirring can be carried out to phosphor gel by controlling the air pressure of barrel 1021, with reality The de-bubble of existing phosphor gel, nozzle 1022 can use single head or bull nozzle, be connected with coating control equipment, and nozzle 1022 feeding inlet is connected with the discharge port of barrel 1021, for carrying out to LED wafer 103 glimmering according to coating control parameter The coating of light arogel;Wherein, coating control parameter may include feed air pressure, sprinkler height and atomizing pressure.
It is fixed on some position execution coating operation in order to make to coat executing agency 102, the phosphor gel of the present embodiment applies The system of covering further includes truss 104, it includes a horizon bar and two vertical bars to truss 104, and the both ends of horizon bar are respectively with two One end of root vertical bar connects, and the other end of two vertical bars is fixed on the right and left of the pedestal side of transport mechanism 101, and two A 1021 left and right settings of barrel, and be fixed on the horizon bar of truss 104, nozzle 1022 is arranged between two barrels 1021, And the coating zone of the feed opening alignment transport mechanism 101 of nozzle 1022.
The thickness-measuring equipment of the present embodiment uses special laser thickness gauge comprising laser emitter 105, charge-coupled device Part image (charge-coupled device, abbreviation CCD) sensor 106 and image processor (not shown), laser hair Emitter 105 and ccd image sensor 106 are arranged on the horizon bar of truss 104, and ccd image Sensor 106 is connected with image processor, and laser emitter 105 and image processor are connected with coating control equipment respectively;Swash Optical transmitting set 105 can before coating after emit laser irradiation at a certain angle to 103 surface of LED wafer;Charge-coupled device The reflected light on the available LED wafer surface of imaging sensor 106, to acquire the representation of laser facula of LED wafer, image procossing Device handles the representation of laser facula of coating front and back, according to the processed representation of laser facula of coating front and back, to LED wafer Spraying area carry out phosphor gel coating thickness measurement.
As shown in Fig. 2, the coating control equipment of the present embodiment is the host computer of phosphor gel application system, it can be meter Calculation machine comprising processor 108, memory, input unit 109, display 110 and the network connected by system bus 107 Interface 111, which calculates for offer and control ability, the memory include non-volatile memory medium 112 and memory Reservoir 113, the non-volatile memory medium 112 are stored with operating system, computer program and database, the built-in storage 113 Environment is provided for the operation of operating system and computer program in non-volatile memory medium, processor 108 executes memory When the computer program of storage, phosphor gel coating method is executed.
As shown in figure 3, the phosphor gel coating method of the present embodiment the following steps are included:
S301, control parameter, control coating are coated according to the default of the multivariable coating layer thickness distributed model pre-established Executing agency carries out phosphor gel coating to LED wafer.
It opens barrel and circulation stirring is carried out to phosphor gel, LED wafer to be coated is placed on to the inlet of transport mechanism, And then it is sent to coating zone, and after LED wafer enters coating zone, since LED wafer is to coat for the first time, coating control equipment Control parameter is coated according to the default of the multivariable coating layer thickness distributed model pre-established, control coating executing agency is to LED Wafer carries out phosphor gel coating.
The phosphor gel coating layer thickness of LED wafer after S302, control thickness-measuring equipment measurement coating.
As previously described, thickness-measuring equipment uses special laser thickness gauge, and measuring principle is using laser triangulation The normal direction of method, the concentrated lens of the incident ray of laser emitter and LED wafer plane is into θ angle, from laser emitter The incident chief ray of sending is into θ angle by convergent lens and LED wafer plane normal, and emergent ray and normal are at the angle φ, imaging The focal length of lens is L.
In the present embodiment, coating control equipment carries out phosphor gel coating to LED wafer in control coating executing agency Before, laser transmitter projects laser is first passed through, so that on incident chief ray incident to the A point on LED wafer surface, concentrated lens After imaging, imaging point is fallen on the photosurface C point of ccd image sensor;Coating control equipment is held in control coating After row mechanism carries out phosphor gel coating to LED wafer, then by laser transmitter projects laser, so that incident chief ray incident Onto the B point on LED wafer surface, after concentrated lens imaging, imaging point falls in the photosensitive of ccd image sensor On face D point;The coating thickness of phosphor gel is H, and the distance of C point to D point is d, can be obtained by triangle relation derivation:
S303, according to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter.
If so, illustrating that LED wafer coating does not complete, needs to carry out coating next time, S304 is entered step, if it is not, saying Bright LED wafer coating is completed, and S305 is entered step.
Further, step S303 is as shown in figure 4, specifically include:
S3031, phosphor gel coating layer thickness is compared with setting coating thickness, obtains coating thickness error.
Specifically, if phosphor gel coating layer thickness is greater than setting coating thickness, phosphor gel coating layer thickness is subtracted into coating Thickness, obtained difference are coating thickness error;If phosphor gel coating layer thickness is less than setting coating thickness, by coating thickness Phosphor gel coating layer thickness is subtracted, what is obtained is coating thickness error.
S3032, coating thickness error is compared with the limits of error of setting, is set if coating thickness error is greater than The fixed limits of error then need to correct current coating control parameter, if coating thickness error is less than or equal to setting most Big allowable error does not need then to correct current coating control parameter.
S304, current coating control parameter is modified, according to revised coating control parameter, control coating is executed Mechanism carries out phosphor gel coating to LED wafer.
Current coating control parameter is modified, specifically: thickness is applied according to current coating control parameter and multivariable The default for spending distributed model coats control parameter, and the amendment of current coating control parameter is calculated using Iterative Learning Control Algorithm Value, to obtain revised coating control parameter.
In the present embodiment, the correction value of current coating control parameter, selection are calculated using Iterative Learning Control Algorithm A kind of coating controller model, such as PID type:
Wherein, uiFor default coating controling parameter (theory coating controling parameter), ui+1It is (real currently to coat controling parameter Border coats controling parameter), eiFor coating thickness error, α, beta, gamma is coefficient matrix, and revised coating control is finally calculated Parameter processed.
According to revised coating control parameter, control coating executing agency carries out phosphor gel coating to LED wafer Later, return step S302.
S305, control coating executing agency terminate blanking.
As shown in figure 5, the multivariable coating layer thickness distributed model establishment process of the present embodiment the following steps are included:
S501, gaussian sum coating Accumulation Model is chosen as phosphor gel static state spraying model.
Fig. 6 is phosphor gel coating cumulative thickness schematic diagram, and atomized fluorescence powder coating stream is with radial from nozzle It sprays, sprays the spatial distribution approximation circular cone of coating.Assuming that s point is r to the distance projected along injection direction, coating radius is R, If choosing the extensive gaussian sum coating Accumulation Model of applicability, coating cumulative function can be expressed as follows:
In formula, ω123,r1,r2,r3123For the parameter of gaussian sum coating Accumulation Model.
S502, design are respectively to be fed air pressure, sprinkler height, atomizing pressure as independent variable, using coating thickness as dependent variable Uniform the coating experiment.
S503, phosphor gel static state is sprayed into the form that the parameter in model is expressed as coating control parameter, foundation contains Coat the extensive multivariable coating layer thickness model of control parameter.
S504, the variance to set coating thickness and practical coating thickness carry out non-linear minimum two as optimization aim Multiplication fitting optimization, solves the undetermined coefficient of extensive multivariable coating layer thickness model, obtains multivariable coating layer thickness model.
Specifically, the i.e. selected nonlinear function of Non-linear least-square curve fitting, such as:
Y (x)=c1+c2*e^ (- 3*x)+c3*cos (- 2*x) * exp (- 4*x)+c4*x^2
Lsqcurvefit () is nonlinear least square fitting function in matlab, is substantially to solve for optimizing and ask Topic uses format are as follows:
X=lsqcurvefit (fun, x0, xdata, ydata)
Wherein, fun is the nonlinear function to be fitted, and x0 is initial parameter, and xdata, ydata are the data of match point, The nonlinear least square fitting function finally returns that coefficient matrix;The inputoutput data of experiment is imported, it is suitable to fit Parameter make error sum of squares minimum, finally obtain multivariable coating layer thickness model.
S505, it is repaired using multivariable coating layer thickness model prediction coating thickness, and to multivariable coating layer thickness model Just.
Specifically, using multivariable coating layer thickness model prediction coating thickness, prediction coating thickness and practical coating is thick Degree compares, to be modified to multivariable coating layer thickness model.
It should be noted that although describing above-mentioned method operation in the accompanying drawings with particular order, this do not require that or Person implies must execute these operations in this particular order, or has to carry out operation shown in whole and be just able to achieve expectation Result.On the contrary, the step of describing can change and execute sequence.Additionally or alternatively, it is convenient to omit certain steps, it will be multiple Step is merged into a step and is executed, and/or a step is decomposed into execution of multiple steps.
Embodiment 2:
As shown in fig. 7, present embodiments providing a kind of phosphor gel coating unit, which is applied to coating control and sets It is standby, including coat module 701, measurement module 702, determining module 703, the first correction module 704 and ending module 705, it is each The concrete function of module is as follows:
The coat module 701, for after LED wafer enters coating zone, according to the multivariable coating pre-established The default of thickness distribution model coats control parameter, and control coating executing agency carries out phosphor gel coating to LED wafer.
The measurement module 702, for controlling the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats.
The determining module 703, for according to phosphor gel coating layer thickness, it is determined whether need to correct current coating control Parameter.
First correction module 704, for the current coating control parameter of if desired amendment, then to current coating control ginseng Number is modified, and according to revised coating control parameter, control coating executing agency carries out phosphor gel painting to LED wafer It covers, and returns to the phosphor gel coating layer thickness of LED wafer after control thickness-measuring equipment measurement coating.
The ending module 705, if controlling coating executing agency knot for not needing to correct current coating control parameter Beam blanking.
Further, the determining module 703 is as shown in figure 8, specifically include:
First comparing unit 7031 is applied for phosphor gel coating layer thickness to be compared with setting coating thickness Cover thickness error.
Second comparing unit 7032, for coating thickness error to be compared with the limits of error of setting, if applying The limits of error that thickness error is greater than setting are covered, then need to correct current coating control parameter, if coating thickness error is small In or equal to setting the limits of error, then do not need to correct current coating control parameter.
Further, in the correction module 704, current coating control parameter is modified, specifically:
Control parameter is coated according to the default of current coating control parameter and multivariable coating layer thickness distributed model, using repeatedly The correction value that current coating control parameter is calculated for control learning algorithm, to obtain revised coating control parameter.
Further, as shown in figure 9, the foundation of multivariable coating layer thickness distributed model is real especially by following module It is existing:
Module 901 is chosen, sprays model for choosing gaussian sum coating Accumulation Model as phosphor gel static state.
Module 902 is designed, for designing respectively to be fed air pressure, sprinkler height, atomizing pressure as independent variable, to coat thickness Degree is the uniform the coating experiment of dependent variable.
Module 903 is established, the parameter for spraying phosphor gel static state in model is expressed as the shape of coating control parameter Formula establishes the extensive multivariable coating layer thickness model containing coating control parameter.
Optimization module 904 carries out non-for the variance to set coating thickness and practical coating thickness as optimization aim Linear least squares fit optimization, solves the undetermined coefficient of extensive multivariable coating layer thickness model, obtains multivariable and applies thickness Spend model.
Second correction module 905, for using multivariable coating layer thickness model prediction coating thickness, and to multivariable coating Thickness model is modified.
The specific implementation of modules may refer to above-described embodiment 1 in the present embodiment, and this is no longer going to repeat them.It needs Illustrate, device provided in this embodiment only the example of the division of the above functional modules, in practical applications, It can according to need and be completed by different functional modules above-mentioned function distribution, i.e., internal structure is divided into different functions Module, to complete all or part of the functions described above.
It is appreciated that term " first ", " second " used in the device of the present embodiment etc. can be used for describing various lists Member, but these units should not be limited by these terms.These terms are only used to distinguish first module and another module.Citing For, without departing from the scope of the invention, first judgment module can be known as to the second judgment module, and similar Second judgment module, can be known as first judgment module by ground, and first judgment module and the second judgment module both judge mould Block, but it is not same judgment module.
Embodiment 3:
A kind of storage medium is present embodiments provided, which is computer readable storage medium, is stored with meter Calculation machine program when described program is executed by processor, when processor executes the computer program of memory storage, realizes above-mentioned reality The phosphor gel coating method of example 1 is applied, as follows:
After LED wafer enters coating zone, applied according to the default of the multivariable coating layer thickness distributed model pre-established Control parameter is covered, control coating executing agency carries out phosphor gel coating to LED wafer;
Control the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;
According to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;
If desired the current coating control parameter of amendment is then modified current coating control parameter, according to revised Control parameter is coated, control coating executing agency carries out phosphor gel coating to LED wafer, and returns to control thickness-measuring equipment measurement The phosphor gel coating layer thickness of LED wafer after coating;
If not needing to correct current coating control parameter, controlling coating executing agency terminates blanking.
Further, described according to phosphor gel coating layer thickness, it is determined whether to need to correct current coating control parameter, tool Body includes:
Phosphor gel coating layer thickness is compared with setting coating thickness, obtains coating thickness error;
Coating thickness error is compared with the limits of error of setting, if coating thickness error is greater than setting most Big allowable error then needs to correct current coating control parameter, if coating thickness error is less than or equal to the maximum allowable of setting Error does not need then to correct current coating control parameter.
It is further, described that current coating control parameter is modified, specifically:
Control parameter is coated according to the default of current coating control parameter and multivariable coating layer thickness distributed model, using repeatedly The correction value that current coating control parameter is calculated for control learning algorithm, to obtain revised coating control parameter.
Further, the coating control parameter includes feed air pressure, sprinkler height and atomizing pressure;
The establishment process of the multivariable coating layer thickness distributed model includes:
Gaussian sum coating Accumulation Model is chosen as phosphor gel static state and sprays model;
Design is respectively to be fed air pressure, sprinkler height, atomizing pressure as independent variable, using coating thickness as the uniform of dependent variable The coating experiment;
Phosphor gel static state is sprayed into the form that the parameter in model is expressed as coating control parameter, is established containing coating control The extensive multivariable coating layer thickness model of parameter processed;
It is quasi- to carry out nonlinear least square method as optimization aim for variance to set coating thickness and practical coating thickness Optimization is closed, the undetermined coefficient of extensive multivariable coating layer thickness model is solved, obtains multivariable coating layer thickness model;
It is modified using multivariable coating layer thickness model prediction coating thickness, and to multivariable coating layer thickness model.
Storage medium in the present embodiment can be disk, CD, computer storage, read-only memory (ROM, Read- Only Memory), random access memory (RAM, Random Access Memory), USB flash disk, the media such as mobile hard disk.
In conclusion the present invention is uneven for coating thickness in conventional fluorescent arogel coating processes, LED illumination effect is poor The problem of, it from coating processes process, fully considers the influence of process equipment and parameter, pre-establishes multivariable coating layer thickness Distributed model, and Iterative Learning Control Algorithm is introduced, to accurately adjust coating control parameter, it is ensured that high power white light The uniformity consistency of LED fluorescent powder glue coating, improves the coating quality and coating efficiency of large power white light LED, is particularly suitable for The technique that high-precision coating requires.
The above, only the invention patent preferred embodiment, but the scope of protection of the patent of the present invention is not limited to This, anyone skilled in the art is in the range disclosed in the invention patent, according to the present invention the skill of patent Art scheme and its inventive concept are subject to equivalent substitution or change, belong to the scope of protection of the patent of the present invention.

Claims (10)

1. a kind of phosphor gel coating method, which is characterized in that the described method includes:
After LED wafer enters coating zone, control is coated according to the default of the multivariable coating layer thickness distributed model pre-established Parameter processed, control coating executing agency carry out phosphor gel coating to LED wafer;
Control the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;
According to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;
If desired the current coating control parameter of amendment is then modified current coating control parameter, according to revised coating Control parameter, control coating executing agency carry out phosphor gel coating to LED wafer, and return to control thickness-measuring equipment measurement coating The phosphor gel coating layer thickness of LED wafer afterwards;
If not needing to correct current coating control parameter, controlling coating executing agency terminates blanking.
2. phosphor gel coating method according to claim 1, which is characterized in that described to apply thickness according to phosphor gel Degree, it is determined whether need to correct current coating control parameter, specifically include:
Phosphor gel coating layer thickness is compared with setting coating thickness, obtains coating thickness error;
Coating thickness error is compared with the limits of error of setting, if the maximum that coating thickness error is greater than setting permits Perhaps error then needs to correct current coating control parameter, if coating thickness error is less than or equal to the limits of error of setting, It does not need then to correct current coating control parameter.
3. phosphor gel coating method according to claim 1, which is characterized in that it is described to current coating control parameter into Row amendment, specifically:
Control parameter is coated according to the default of current coating control parameter and multivariable coating layer thickness distributed model, using iteration The correction value that control algolithm calculates current coating control parameter is practised, to obtain revised coating control parameter.
4. phosphor gel coating method according to claim 1-3, which is characterized in that the coating control parameter Including feed air pressure, sprinkler height and atomizing pressure;
The establishment process of the multivariable coating layer thickness distributed model includes:
Gaussian sum coating Accumulation Model is chosen as phosphor gel static state and sprays model;
Design is respectively to be fed air pressure, sprinkler height, atomizing pressure as independent variable, using coating thickness as the uniform coating of dependent variable Experiment;
Phosphor gel static state is sprayed into the form that the parameter in model is expressed as coating control parameter, is established containing coating control ginseng Several extensive multivariable coating layer thickness models;
It is excellent to carry out Non-linear least-square curve fitting as optimization aim for variance to set coating thickness and practical coating thickness Change, solves the undetermined coefficient of extensive multivariable coating layer thickness model, obtain multivariable coating layer thickness model;
It is modified using multivariable coating layer thickness model prediction coating thickness, and to multivariable coating layer thickness model.
5. a kind of phosphor gel coating unit, which is characterized in that described device includes:
Coat module, for after LED wafer enters coating zone, according to the multivariable coating layer thickness distributed model pre-established Default coat control parameter, control coating executing agency to LED wafer carry out phosphor gel coating;
Measurement module, for controlling the phosphor gel coating layer thickness of LED wafer after thickness-measuring equipment measurement coats;
Determining module, for according to phosphor gel coating layer thickness, it is determined whether need to correct current coating control parameter;
Correction module is then modified current coating control parameter for the current coating control parameter of if desired amendment, according to Revised coating control parameter, control coating executing agency carries out phosphor gel coating to LED wafer, and returns to control thickness measuring The phosphor gel coating layer thickness of LED wafer after device measuring coating;
Ending module, if controlling coating executing agency terminates blanking for not needing to correct current coating control parameter.
6. a kind of phosphor gel application system, which is characterized in that the system comprises transport mechanisms, coating executing agency, thickness measuring Equipment and coating control equipment, the transport mechanism, coating executing agency and thickness-measuring equipment are connected with coating control equipment respectively;
The transport mechanism, for the LED wafer to be coated of transport mechanism inlet to be sent to coating zone, and will coating The LED wafer of completion is sent to the exit of transport mechanism from coating zone;
The coating executing agency is used to carry out phosphor gel circulation stirring, and according to coating control parameter, to LED crystalline substance Circle carries out phosphor gel coating;
The thickness-measuring equipment, for measure coating after LED wafer phosphor gel coating layer thickness;
The coating controls equipment, requires the described in any item phosphor gel coating methods of 1-4 for perform claim.
7. phosphor gel application system according to claim 6, which is characterized in that the coating executing agency includes barrel And nozzle;
The barrel carries out circulation stirring for loading phosphor gel, and to phosphor gel;
The nozzle is connected with coating control equipment, and the feeding inlet of nozzle is connected with the discharge port of barrel, for according to painting Control parameter is covered, phosphor gel coating is carried out to LED wafer.
8. according to the described in any item phosphor gel application systems of claim 6-7, which is characterized in that the thickness-measuring equipment includes Laser emitter, ccd image sensor and image processor, the ccd image sensor and figure Picture processor is connected, and the laser emitter and image processor are connected with coating control equipment respectively;
The laser emitter, for emitting laser irradiation respectively afterwards to LED wafer surface before coating;
The ccd image sensor, for obtaining the reflected light on LED wafer surface, to acquire LED wafer surface Representation of laser facula;
Described image processor is handled for the representation of laser facula to coating front and back, according to the processed of coating front and back Representation of laser facula carries out phosphor gel coating thickness measurement to the spraying area of LED wafer.
9. a kind of coating controls equipment, including processor and for the memory of storage processor executable program, feature It is, when the processor executes the program of memory storage, realizes the described in any item phosphor gel coatings of claim 1-4 Method.
10. a kind of storage medium, is stored with program, which is characterized in that when described program is executed by processor, realize claim The described in any item phosphor gel coating methods of 1-4.
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111420819A (en) * 2020-03-31 2020-07-17 联想(北京)有限公司 Spraying operation control method and device
CN111530712A (en) * 2020-06-08 2020-08-14 成都晔凡科技有限公司 Adhesive application system, method of manufacturing a laminated assembly and laminated assembly
CN112916346A (en) * 2021-01-20 2021-06-08 广州大学 Fluorescent powder coating method, system and medium based on information fusion prediction control
WO2021129100A1 (en) * 2019-12-25 2021-07-01 华南理工大学 Novel non-newtonian fluid micro-coating system and control method
CN114016623A (en) * 2021-11-18 2022-02-08 潍坊市宇虹防水材料(集团)有限公司 Anti-corrosion self-adhesive polymer modified asphalt waterproof coiled material and preparation method thereof

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103128041A (en) * 2013-02-07 2013-06-05 华南理工大学 Full automatic fluorescent powder coating process and device
CN103143484A (en) * 2013-02-07 2013-06-12 华南理工大学 Method for controlling phosphor powder coating thickness
CN104324861A (en) * 2014-08-12 2015-02-04 清华大学 Multi-parameter time-varying robot spraying method
CN108962798A (en) * 2018-08-03 2018-12-07 华南理工大学 The full-automatic phosphor gel high-speed intelligent coating equipment of three primary colours RGB-LED and method
CN108970865A (en) * 2018-07-18 2018-12-11 华南理工大学 A kind of Multifunction fluorescent arogel automatic coating machine and control method

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103128041A (en) * 2013-02-07 2013-06-05 华南理工大学 Full automatic fluorescent powder coating process and device
CN103143484A (en) * 2013-02-07 2013-06-12 华南理工大学 Method for controlling phosphor powder coating thickness
CN104324861A (en) * 2014-08-12 2015-02-04 清华大学 Multi-parameter time-varying robot spraying method
CN108970865A (en) * 2018-07-18 2018-12-11 华南理工大学 A kind of Multifunction fluorescent arogel automatic coating machine and control method
CN108962798A (en) * 2018-08-03 2018-12-07 华南理工大学 The full-automatic phosphor gel high-speed intelligent coating equipment of three primary colours RGB-LED and method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
陈雅倩: "大功率COB-LED荧光粉微涂覆过程建模与控制", 《机电工程技术》 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021129100A1 (en) * 2019-12-25 2021-07-01 华南理工大学 Novel non-newtonian fluid micro-coating system and control method
CN111420819A (en) * 2020-03-31 2020-07-17 联想(北京)有限公司 Spraying operation control method and device
CN111420819B (en) * 2020-03-31 2021-12-24 联想(北京)有限公司 Spraying operation control method and device
CN111530712A (en) * 2020-06-08 2020-08-14 成都晔凡科技有限公司 Adhesive application system, method of manufacturing a laminated assembly and laminated assembly
CN112916346A (en) * 2021-01-20 2021-06-08 广州大学 Fluorescent powder coating method, system and medium based on information fusion prediction control
CN114016623A (en) * 2021-11-18 2022-02-08 潍坊市宇虹防水材料(集团)有限公司 Anti-corrosion self-adhesive polymer modified asphalt waterproof coiled material and preparation method thereof
CN114016623B (en) * 2021-11-18 2022-04-26 潍坊市宇虹防水材料(集团)有限公司 Anti-corrosion self-adhesive polymer modified asphalt waterproof coiled material and preparation method thereof

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