CN110348071A - Drying and forming-film technique optimization method, device and electronic equipment - Google Patents

Drying and forming-film technique optimization method, device and electronic equipment Download PDF

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CN110348071A
CN110348071A CN201910531548.1A CN201910531548A CN110348071A CN 110348071 A CN110348071 A CN 110348071A CN 201910531548 A CN201910531548 A CN 201910531548A CN 110348071 A CN110348071 A CN 110348071A
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value
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parameter
fraction defective
drying
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CN110348071B (en
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陈旭云
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TCL China Star Optoelectronics Technology Co Ltd
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Shenzhen China Star Optoelectronics Technology Co Ltd
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Abstract

The present invention provides a kind of drying and forming-film technique optimization method, device and electronic equipments.The drying and forming-film technique optimization method is applied in chemical gaseous phase deposition technique, the described method comprises the following steps: multiple parameters to be selected to be debugged during confirmation drying and forming-film;It adjusts separately each parameter to be selected and obtains the variable quantity of the fraction defective after adjusting the parameter;Multiple key parameters are selected from the multiple parameter to be selected according to the variable quantity;Successively the multiple key parameter is repeatedly adjusted using method of experimental design and obtains the value of each fraction defective adjusted;Each key parameter adjusted value adjusted obtains the optimal value of each key parameter when adjusting according to the fraction defective obtained after multiple adjustment and every time, so that the fraction defective is minimum.

Description

Drying and forming-film technique optimization method, device and electronic equipment
Technical field
The present invention relates to chemical gaseous phase deposition fields, and in particular to a kind of drying and forming-film technique optimization method, device and electricity Sub- equipment.
Background technique
At present in the drying and forming-film technique in liquid crystal display panel technique, existing GIN layer grain density is not 0.9, and not Yield is reaching 0.13% or more.And the yield of chemical gaseous phase deposition CVD requires below 0.11%.And existing particle improves Means can only improve limited with improvement in short term.
Therefore, the prior art is defective, needs to improve.
Summary of the invention
The present invention provides a kind of drying and forming-film technique optimization method, device and electronic equipment, and drying and forming-film can be improved Product yield.
The present invention provides a kind of drying and forming-film technique optimization methods, the described method comprises the following steps:
Confirm multiple parameters to be selected to be debugged during drying and forming-film;
It adjusts separately each parameter to be selected and obtains the variable quantity of the fraction defective after adjusting the parameter;
Multiple key parameters are selected from the multiple parameter to be selected according to the variable quantity;
Successively the multiple key parameter is repeatedly adjusted using method of experimental design and obtain every time it is adjusted not The value of yield;
Each key parameter adjusted value adjusted obtains when adjusting according to the fraction defective obtained after multiple adjustment and every time To the optimal value of each key parameter, so that the fraction defective is minimum.
In drying and forming-film technique optimization method of the present invention, fraction defective that the basis obtains after repeatedly adjusting with And each key parameter adjusted value adjusted obtains the optimal value of each key parameter when adjusting every time, so that described bad The step of rate minimum includes:
Each key parameter adjusted value adjusted is set when adjusting according to the fraction defective obtained after multiple adjustment and every time It sets and fits corresponding curve graph;
Obtain the optimal value of each key parameter according to the curve graph that different key parameters obtain is adjusted so that it is described not Yield is minimum.
In drying and forming-film technique optimization method of the present invention, the parameter to be selected includes ambient pressure value, heating The distance between performance number, the volume value of silane, deposition table and raw material value, sedimentation time value.
It is described to use method of experimental design successively to the multiple in drying and forming-film technique optimization method of the present invention Key parameter is repeatedly adjusted and includes: the step of obtaining the value of each fraction defective adjusted
The value of one or two key parameters is adjusted every time and obtains the fraction defective obtained after adjustment every time.
In drying and forming-film technique optimization method of the present invention, the song obtained according to different key parameters are adjusted Line chart obtains the optimal value of each key parameter, so that the step of fraction defective minimum includes:
Each key of minimum fraction defective in the figure is acquired according to the curve graph obtained when adjusting same key parameter The value of parameter;
Simulation is combined to the value of the multiple each key parameter, to obtain each key when minimum fraction defective The preliminary optimal value of parameter;
It is finely adjusted according to the multiple preliminary optimal value and each value adjusted is simulated, it is the smallest to obtain Fraction defective, and record optimal value when obtaining the minimum fraction defective.
A kind of drying and forming-film process optimization device, comprising:
Confirmation module, for confirming multiple parameters to be selected to be debugged during drying and forming-film;
The first adjustment module, for adjusting separately each parameter to be selected and obtaining the fraction defective after adjusting the parameter Variable quantity;
Selecting module, for selecting multiple key parameters from the multiple parameter to be selected according to the variable quantity;
Second adjustment module, for successively repeatedly being adjusted and being obtained to the multiple key parameter using method of experimental design To the value of each fraction defective adjusted;
Optimization module, each key parameter adjustment when for adjusting according to the fraction defective obtained after repeatedly adjustment and every time Adjusted value afterwards obtains the optimal value of each key parameter, so that the fraction defective is minimum.
In drying and forming-film process optimization device of the present invention, the optimization module includes:
Fitting unit, each key parameter adjustment when for adjusting according to the fraction defective obtained after repeatedly adjustment and every time Adjusted value setting afterwards fits corresponding curve graph;
Optimize unit, the curve graph for obtaining according to the different key parameters of adjustment obtains the optimization of each key parameter Value, so that the fraction defective is minimum.
In drying and forming-film process optimization device of the present invention, the parameter to be selected includes ambient pressure value, heating The distance between performance number, the volume value of silane, deposition table and raw material value, sedimentation time value.
In drying and forming-film process optimization device of the present invention, the second adjustment module is used for: adjusting one every time A or two key parameters value simultaneously obtains the fraction defective obtained after adjustment every time.
A kind of electronic equipment, including processor and memory are stored with computer program, the processing in the memory Device is excellent for drying and forming-film technique described in any of the above embodiments by calling the computer program stored in the memory Change method.
From the foregoing, it will be observed that the present invention passes through multiple parameters to be selected to be debugged during confirmation drying and forming-film;It adjusts separately Each parameter to be selected and the variable quantity for obtaining the fraction defective after adjusting the parameter;According to the variable quantity from it is the multiple to It selects and selects multiple key parameters in parameter;Repeatedly adjustment is successively carried out simultaneously to the multiple key parameter using method of experimental design Obtain the value of each fraction defective adjusted;Each crucial ginseng when adjusting according to the fraction defective obtained after multiple adjustment and every time Number adjusted value adjusted obtains the optimal value of each key parameter, so that the fraction defective is minimum;To realize to drying The optimization of film forming parameters, to improve yield.
Detailed description of the invention
It, below will be to embodiment or the prior art in order to illustrate more clearly of embodiment or technical solution in the prior art Attached drawing needed in description is briefly described, it should be apparent that, the accompanying drawings in the following description is only some of invention Embodiment for those of ordinary skill in the art without creative efforts, can also be attached according to these Figure obtains other attached drawings.
Fig. 1 is the method flow diagram of the positive drying and forming-film technique optimization method of one of some embodiments of the invention.
Fig. 2 is the structure chart of the positive drying and forming-film process optimization device of one of some embodiments of the invention.
Fig. 3 is the structure chart of the electronic equipment in some embodiments of the invention.
Specific embodiment
Embodiments of the present invention are described below in detail, the example of the embodiment is shown in the accompanying drawings, wherein from beginning Same or similar element or element with the same or similar functions are indicated to same or similar label eventually.Below by ginseng The embodiment for examining attached drawing description is exemplary, and for explaining only the invention, and is not considered as limiting the invention.
In the description of the present invention, it is to be understood that, term " center ", " longitudinal direction ", " transverse direction ", " length ", " width ", " thickness ", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outside", " up time The orientation or positional relationship of the instructions such as needle ", " counterclockwise " is to be based on the orientation or positional relationship shown in the drawings, and is merely for convenience of The description present invention and simplified description, rather than the device or element of indication or suggestion meaning must have a particular orientation, with spy Fixed orientation construction and operation, therefore be not considered as limiting the invention.In addition, term " first ", " second " are only used for Purpose is described, relative importance is not understood to indicate or imply or implicitly indicates the quantity of indicated technical characteristic. " first " is defined as a result, the feature of " second " can explicitly or implicitly include one or more feature.? In description of the invention, the meaning of " plurality " is two or more, unless otherwise specifically defined.
In the description of the present invention, it should be noted that unless otherwise clearly defined and limited, term " installation ", " phase Even ", " connection " shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or be integrally connected;It can To be mechanical connection, it is also possible to be electrically connected or can mutually communicate;It can be directly connected, it can also be by between intermediary It connects connected, can be the connection inside two elements or the interaction relationship of two elements.For the ordinary skill of this field For personnel, the specific meanings of the above terms in the present invention can be understood according to specific conditions.
In the present invention unless specifically defined or limited otherwise, fisrt feature second feature "upper" or "lower" It may include that the first and second features directly contact, also may include that the first and second features are not direct contacts but pass through it Between other characterisation contact.Moreover, fisrt feature includes the first spy above the second feature " above ", " above " and " above " Sign is right above second feature and oblique upper, or is merely representative of first feature horizontal height higher than second feature.Fisrt feature exists Second feature " under ", " lower section " and " following " include that fisrt feature is directly below and diagonally below the second feature, or is merely representative of First feature horizontal height is less than second feature.
Following disclosure provides many different embodiments or example is used to realize different structure of the invention.In order to Simplify disclosure of the invention, hereinafter the component of specific examples and setting are described.Certainly, they are merely examples, and And it is not intended to limit the present invention.In addition, the present invention can in different examples repeat reference numerals and/or reference letter, This repetition is itself not indicate discussed various embodiments in order to reach simplified and clear purpose and/or it is arranged Between relationship.In addition, the present invention provides various specific techniques and material example, but those of ordinary skill in the art It can be appreciated that the application of other techniques and/or the use of other materials.
Please refer to Fig. 1, one of some embodiments of the invention drying and forming-film technique optimization method, described when Fig. 1 Method the following steps are included:
Multiple parameters to be selected to be debugged during S101, confirmation drying and forming-film.
Wherein, multiple parameter to be selected include but is not limited to ambient pressure value, heating power value, the volume value of silane, The distance between deposition table and raw material value, sedimentation time value.
S102, it adjusts separately each parameter to be selected and obtains the variable quantity of the fraction defective after adjusting the parameter.
Wherein, which can be the value obtained according to these parameter actual tests adjusted, be also possible to use The value that computer simulation obtains.
S103, multiple key parameters are selected from the multiple parameter to be selected according to the variable quantity.
Wherein, when the absolute value of variable quantity is greater than preset value, illustrate that the parameter to be selected is key parameter, when variable quantity When absolute value is smaller, then illustrate the parameter to be selected for not key parameter.Wherein, preset value can be a default ratio of initial value Example, such as 2%, 3% etc..
S104, successively the multiple key parameter is carried out using method of experimental design (design of experiments) It repeatedly adjusts and obtains the value of each fraction defective adjusted.
Wherein it is possible to be obtained after adjusting the value of one or two key parameters and each adjustment of acquisition every time bad Rate.Certainly, which can obtain in the system of being then input to according to actual tests, can also use system mould It is quasi-, fraction defective adjusted is simulated according to key parameter adjusted.
Each key parameter adjustment adjusted when the fraction defective obtained after the multiple adjustment of S105, basis and each adjustment Value obtains the optimal value of each key parameter, so that the fraction defective is minimum.
Wherein, step S105 include: S1051, according to obtained fraction defective after repeatedly adjustment and every time adjustment when it is every The adjusted value setting adjusted of one key parameter fits corresponding curve graph;S1052, it is obtained according to the different key parameters of adjustment Curve graph obtain the optimal value of each key parameter so that the fraction defective is minimum.Certainly, curve graph therein can adopt The curve graph is obtained with the approximating method in mathematics in the prior art, the corresponding curve graph of each Adjusted Option.Example Such as, while A parameter and B parameter are adjusted, and had adjusted repeatedly, by the multiple available curve graph of adjustment.
In some embodiments, step S1052 can be with specifically: according to the curve obtained when adjusting same key parameter Figure acquires the value of each key parameter of minimum fraction defective in the figure;The value of the multiple each key parameter is carried out Combine analog, to obtain the preliminary optimal value of each key parameter when minimum fraction defective;According to the multiple preliminary optimal value It is finely adjusted and each value adjusted is simulated, to obtain the smallest fraction defective, and record and obtain the minimum fraction defective When optimal value.
From the foregoing, it will be observed that the present invention passes through multiple parameters to be selected to be debugged during confirmation drying and forming-film;It adjusts separately Each parameter to be selected and the variable quantity for obtaining the fraction defective after adjusting the parameter;According to the variable quantity from it is the multiple to It selects and selects multiple key parameters in parameter;Repeatedly adjustment is successively carried out simultaneously to the multiple key parameter using method of experimental design Obtain the value of each fraction defective adjusted;Each crucial ginseng when adjusting according to the fraction defective obtained after multiple adjustment and every time Number adjusted value adjusted obtains the optimal value of each key parameter, so that the fraction defective is minimum;To realize to drying The optimization of film forming parameters, to improve yield.
Referring to figure 2., the present invention also provides a kind of drying and forming-film process optimization devices, comprising: confirmation module 201, One adjustment module 202, selecting module 203, second adjustment module 204 and optimization module 205.
Wherein, which is used to confirm multiple parameters to be selected to be debugged during drying and forming-film;Wherein, Parameter to be selected includes the distance between ambient pressure value, heating power value, the volume value of silane, deposition table and raw material value, sinks Product time value.
Wherein, after the first adjustment module 202 is for adjusting separately each parameter to be selected and obtaining the adjustment parameter Fraction defective variable quantity;Wherein, which can be the value obtained according to these parameter actual tests adjusted, can also To be the value obtained using computer simulation.
Wherein, which is used to select multiple passes from the multiple parameter to be selected according to the variable quantity Bond parameter;Wherein, when the absolute value of variable quantity is greater than preset value, illustrate that the parameter to be selected is key parameter, when variable quantity When absolute value is smaller, then illustrate the parameter to be selected for not key parameter.Wherein, preset value can be a default ratio of initial value Example, such as 2%, 3% etc..
Wherein, which is used to successively carry out the multiple key parameter using method of experimental design more Secondary adjustment and the value for obtaining each fraction defective adjusted;The second adjustment module 204 for adjusting one or two every time The value of a key parameter simultaneously obtains the fraction defective obtained after adjustment every time.Wherein it is possible to adjust one or two keys every time The value of parameter simultaneously obtains the fraction defective obtained after adjustment every time.Certainly, which can obtain according to actual tests It is then input in system out, can also be simulated, be simulated according to key parameter adjusted adjusted bad using system Rate.
Wherein, each pass when which is used for according to the fraction defective obtained after repeatedly adjustment and each adjustment Bond parameter adjusted value adjusted obtains the optimal value of each key parameter, so that the fraction defective is minimum.Optimization module 205 It include: fitting unit, when for adjusting according to the fraction defective obtained after repeatedly adjustment and every time after each key parameter adjustment Adjusted value setting fit corresponding curve graph;Optimize unit, the curve graph for obtaining according to different key parameters are adjusted The optimal value of each key parameter is obtained, so that the fraction defective is minimum.
From the foregoing, it will be observed that the present invention passes through multiple parameters to be selected to be debugged during confirmation drying and forming-film;It adjusts separately Each parameter to be selected and the variable quantity for obtaining the fraction defective after adjusting the parameter;According to the variable quantity from it is the multiple to It selects and selects multiple key parameters in parameter;Repeatedly adjustment is successively carried out simultaneously to the multiple key parameter using method of experimental design Obtain the value of each fraction defective adjusted;Each crucial ginseng when adjusting according to the fraction defective obtained after multiple adjustment and every time Number adjusted value adjusted obtains the optimal value of each key parameter, so that the fraction defective is minimum;To realize to drying The optimization of film forming parameters, to improve yield.
The present invention also provides a kind of storage medium, it is stored with computer program in the storage medium, when the calculating When machine program is run on computers, so that the computer executes method described in any of the above embodiments.
Referring to figure 3., the present invention also provides a kind of electronic equipment, electronic equipment includes processor 301 and memory 302.Wherein, processor 301 and memory 302 are electrically connected.Processor 301 is the control centre of electronic equipment, and utilization is various The various pieces of interface and the entire electronic equipment of connection, by running or calling the computer being stored in memory 302 Program, and the data being stored in memory 302 are called, the various functions and processing data of electronic equipment are executed, thus right Electronic equipment carries out integral monitoring.
In the present embodiment, the processor 301 in electronic equipment can be according to following step, will be one or more The corresponding instruction of the process of computer program is loaded into memory 302, and is stored in memory by processor 301 to run Computer program in 302, to realize various functions: passing through multiple ginsengs to be selected to be debugged during confirmation drying and forming-film Number;It adjusts separately each parameter to be selected and obtains the variable quantity of the fraction defective after adjusting the parameter;According to the variable quantity Multiple key parameters are selected from the multiple parameter to be selected;Using method of experimental design successively to the multiple key parameter into Row repeatedly adjusts and obtains the value of each fraction defective adjusted;According to the fraction defective and adjustment every time obtained after multiple adjustment When each key parameter adjusted value adjusted obtain the optimal value of each key parameter so that the fraction defective is minimum.
From the foregoing, it will be observed that the present invention passes through multiple parameters to be selected to be debugged during confirmation drying and forming-film;It adjusts separately Each parameter to be selected and the variable quantity for obtaining the fraction defective after adjusting the parameter;According to the variable quantity from it is the multiple to It selects and selects multiple key parameters in parameter;Repeatedly adjustment is successively carried out simultaneously to the multiple key parameter using method of experimental design Obtain the value of each fraction defective adjusted;Each crucial ginseng when adjusting according to the fraction defective obtained after multiple adjustment and every time Number adjusted value adjusted obtains the optimal value of each key parameter, so that the fraction defective is minimum;To realize to drying The optimization of film forming parameters, to improve yield.
It should be noted that those of ordinary skill in the art will appreciate that whole in the various methods of above-described embodiment or Part steps are relevant hardware can be instructed to complete by program, which can store in computer-readable storage medium In matter, which be can include but is not limited to: read-only memory (ROM, Read Only Memory), random access memory Device (RAM, Random Access Memory), disk or CD etc..
In conclusion although the present invention has been disclosed above in the preferred embodiment, but above preferred embodiment is not to limit The system present invention, those skilled in the art can make various changes and profit without departing from the spirit and scope of the present invention Decorations, therefore protection scope of the present invention subjects to the scope of the claims.

Claims (10)

1. a kind of drying and forming-film technique optimization method is applied in chemical gaseous phase deposition technique, which is characterized in that the method packet Include following steps:
Confirm multiple parameters to be selected to be debugged during drying and forming-film;
It adjusts separately each parameter to be selected and obtains the variable quantity of the fraction defective after adjusting the parameter to be selected;
Multiple key parameters are selected from the parameter to be selected according to the variable quantity;
Successively the key parameter is repeatedly adjusted using method of experimental design and obtains the value of each fraction defective adjusted;
Each key parameter adjusted value adjusted obtains often when adjusting according to the fraction defective obtained after multiple adjustment and every time The optimal value of one key parameter, to improve the fraction defective.
2. drying and forming-film technique optimization method according to claim 1, which is characterized in that the basis obtains after repeatedly adjusting To fraction defective and every time adjustment when each key parameter adjusted value adjusted obtain the optimal value of each key parameter, with The step of improving the fraction defective includes:
Each key parameter adjusted value setting adjusted is quasi- when adjusting according to the fraction defective obtained after multiple adjustment and every time Close out corresponding curve graph;
The optimal value of each key parameter is obtained according to the curve graph that different key parameters obtain is adjusted, it is described bad to improve Rate.
3. drying and forming-film technique optimization method according to claim 1, which is characterized in that the parameter to be selected includes environment The distance between atmospheric pressure value, heating power value, the volume value of silane, deposition table and raw material value, sedimentation time value.
4. drying and forming-film technique optimization method according to claim 1, which is characterized in that it is described using method of experimental design according to It is secondary that the multiple key parameter is repeatedly adjusted and includes: the step of obtaining the value of each fraction defective adjusted
The value of one or two key parameters is adjusted every time and obtains the fraction defective obtained after adjustment every time.
5. drying and forming-film technique optimization method according to claim 2, which is characterized in that described according to the different keys of adjustment The curve graph that parameter obtains obtains the optimal value of each key parameter, and to improve fraction defective the step of includes:
The each of minimum fraction defective in the curve graph figure is acquired according to obtained curve graph when adjusting same key parameter The value of key parameter;
Simulation is combined to the value of the multiple each key parameter, to obtain each key parameter when minimum fraction defective Preliminary optimal value;
It is finely adjusted according to the multiple preliminary optimal value and each value adjusted is simulated, it is the smallest bad to obtain Rate, and record optimal value when obtaining the minimum fraction defective.
6. a kind of drying and forming-film process optimization device characterized by comprising
Confirmation module, for confirming multiple parameters to be selected to be debugged during drying and forming-film;
The first adjustment module, for adjusting separately each parameter to be selected and obtaining the fraction defective after adjusting the parameter to be selected Variable quantity;
Selecting module, for selecting multiple key parameters from the multiple parameter to be selected according to the variable quantity;
Second adjustment module, it is every for successively repeatedly being adjusted and being obtained to the multiple key parameter using method of experimental design The value of secondary fraction defective adjusted;
Optimization module, each key parameter is adjusted when for adjusting according to the fraction defective obtained after repeatedly adjustment and every time Adjusted value obtains the optimal value of each key parameter, to improve the fraction defective.
7. drying and forming-film process optimization device according to claim 6, which is characterized in that the optimization module includes:
Fitting unit, each key parameter is adjusted when for adjusting according to the fraction defective obtained after repeatedly adjustment and every time Adjusted value setting fits corresponding curve graph;
Optimizing unit, the curve graph for being obtained according to the different key parameters of adjustment obtains the optimal value of each key parameter, with Improve the fraction defective.
8. drying and forming-film process optimization device according to claim 6, which is characterized in that the parameter to be selected includes environment The distance between atmospheric pressure value, heating power value, the volume value of silane, deposition table and raw material value, sedimentation time value.
9. drying and forming-film process optimization device according to claim 6, which is characterized in that the second adjustment module is used In: the value of one or two key parameters is adjusted every time and obtains the fraction defective obtained after adjustment every time.
10. a kind of electronic equipment, which is characterized in that including processor and memory, computer journey is stored in the memory Sequence, the processor require 1 to 5 by calling the computer program stored in the memory, for perform claim Drying and forming-film technique optimization method described in one.
CN201910531548.1A 2019-06-19 2019-06-19 Drying film forming process optimization method and device and electronic equipment Active CN110348071B (en)

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101252097A (en) * 2007-02-23 2008-08-27 台湾积体电路制造股份有限公司 Improved system and method for optical key dimension measurement accuracy
US20090306807A1 (en) * 2008-06-09 2009-12-10 International Business Machines Corporation Multidimensional process window optimization in semiconductor manufacturing
CN103472397A (en) * 2013-08-09 2013-12-25 江苏欧力特能源科技有限公司 Key parameter robust identification method in lead acid battery model empirical formula

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101252097A (en) * 2007-02-23 2008-08-27 台湾积体电路制造股份有限公司 Improved system and method for optical key dimension measurement accuracy
US20090306807A1 (en) * 2008-06-09 2009-12-10 International Business Machines Corporation Multidimensional process window optimization in semiconductor manufacturing
CN103472397A (en) * 2013-08-09 2013-12-25 江苏欧力特能源科技有限公司 Key parameter robust identification method in lead acid battery model empirical formula

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