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CN115323485B - Epitaxial wavelength uniformity improvement method, system, readable storage medium and computer - Google Patents

Epitaxial wavelength uniformity improvement method, system, readable storage medium and computer Download PDF

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CN115323485B
CN115323485B CN202210990055.6A CN202210990055A CN115323485B CN 115323485 B CN115323485 B CN 115323485B CN 202210990055 A CN202210990055 A CN 202210990055A CN 115323485 B CN115323485 B CN 115323485B
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circular groove
slope
wavelength
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CN115323485A (en
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黄莉婷
焦二斌
张铭信
陈铭胜
金从龙
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Jiangxi Zhao Chi Semiconductor Co Ltd
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Abstract

本发明提供一种外延波长均匀性提升方法、系统、可读存储介质及计算机,该方法包括:将外延片划以其圆心为中心点分成多个不同半径的同心圆区域;将外延片划分为多个点集,并将各点集按照各同心圆区域的分布范围进行分配,以得到多个目标区域;计算出各目标区域的均值波长,并根据均值波长计算出外延片的斜率;将石墨承载盘上所有外延片循环上述步骤得到所有外延片的斜率,将石墨承载盘按照圆槽分布划分为多个圆槽区域,并根据各圆槽区域上外延片的分布情况和所有外延片的斜率计算出各圆槽区域的斜率均值;为各圆槽区域添加翘曲系数,并根据斜率均值以及翘曲系数调整石墨承载盘的工艺参数,以提升石墨承载盘上的所有外延片的发光波长的均匀性。

The present invention provides a method, system, readable storage medium and computer for improving epitaxial wavelength uniformity. The method includes: dividing the epitaxial wafer into a plurality of concentric circle regions with different radii with its center point as the center point; dividing the epitaxial wafer into multiple point sets, and distribute each point set according to the distribution range of each concentric circle area to obtain multiple target areas; calculate the average wavelength of each target area, and calculate the slope of the epitaxial wafer according to the average wavelength; the graphite Repeat the above steps for all epitaxial wafers on the carrier plate to obtain the slope of all epitaxial wafers, divide the graphite carrier plate into multiple circular groove areas according to the distribution of circular grooves, and according to the distribution of epitaxial wafers on each circular groove area and the slope of all epitaxial wafers Calculate the mean value of the slope of each circular groove area; add a warpage coefficient to each circular groove area, and adjust the process parameters of the graphite carrier plate according to the average slope value and warpage coefficient, so as to improve the emission wavelength of all epitaxial wafers on the graphite carrier plate Uniformity.

Description

外延波长均匀性提升方法、系统、可读存储介质及计算机Epitaxial wavelength uniformity improvement method, system, readable storage medium and computer

技术领域technical field

本发明涉及半导体技术领域,特别涉及一种外延波长均匀性提升方法、系统、可读存储介质及计算机。The invention relates to the field of semiconductor technology, in particular to a method, a system, a readable storage medium and a computer for improving epitaxial wavelength uniformity.

背景技术Background technique

随着半导体行业的飞速发展和人们生活水平的提高,发光二极管作为一种固态半导体二极管发光器件,被广泛用于指示灯、显示屏等照明领域中。With the rapid development of the semiconductor industry and the improvement of people's living standards, light-emitting diodes, as a solid-state semiconductor diode light-emitting device, are widely used in lighting fields such as indicator lights and display screens.

近年来,以GaN基为半导体材料的半导体器件研究方向已非常成熟,LED发光二极管已形成稳定的产业链,为进一步的降低成本提升产能,LED外延生长使用衬底逐步从2英寸过渡至4英寸、6英寸,大尺寸衬底需保证好的片内波长均匀性。因此外延生长的温度均匀性要求更高。衬底受热产生形变凹凸差异,需要工艺人员通过工艺手段调整外延片的翘曲,调整片源的凹凸性。In recent years, the research direction of semiconductor devices using GaN-based semiconductor materials has become very mature. LED light-emitting diodes have formed a stable industrial chain. In order to further reduce costs and increase production capacity, the substrate used for LED epitaxial growth has gradually transitioned from 2 inches to 4 inches. , 6 inches, large-size substrates need to ensure good wavelength uniformity within the chip. Therefore, the temperature uniformity of epitaxial growth is required to be higher. The difference in deformation and unevenness of the substrate due to heating requires technicians to adjust the warpage of the epitaxial wafer and the unevenness of the chip source through technological means.

现有技术中,石墨载盘底部的每区域加热丝的覆盖范围与石墨载盘每圈圆槽的覆盖范围不一致,会受到多个区域加热丝影响,导致每个圆槽内的外延片受热温度不均匀;外延片产生形变凹凸差异,以致片源中心区域与边缘区域受热不均,即生长的外延片主波长均匀性差;In the prior art, the coverage of the heating wires in each area at the bottom of the graphite carrier plate is inconsistent with the coverage area of each circular groove on the graphite carrier plate, and will be affected by the heating wires in multiple areas, resulting in the heating temperature of the epitaxial wafers in each circular groove Inhomogeneous; the epitaxial wafer has a difference in deformation and unevenness, so that the central area and the edge area of the wafer source are heated unevenly, that is, the dominant wavelength uniformity of the grown epitaxial wafer is poor;

为了改善上述现象,需要技术人员通过分析每圈外延片波长图谱中边缘与中心的差异来判断凹凸差异,进而通过工艺手段调整外延片的翘曲,调整片源凹凸性,以达到提高外延发光波长均匀性;而人为是无法精确判断片源凹凸性,这都会导致在通过工艺手段调整时会存在偏差,产出外延片的波长均匀性差,造成波长良率损失,另外,在实际的工业生产中,产能是巨大的,如果每一个炉次都需要人为的通过分析产出片源的波长图谱去调整每圈的加热区域,这将会大大的增加了人力成本。In order to improve the above phenomenon, it is necessary for technicians to judge the unevenness difference by analyzing the difference between the edge and the center in the wavelength spectrum of each epitaxial wafer, and then adjust the warping of the epitaxial wafer through technological means, and adjust the unevenness of the wafer source, so as to improve the wavelength of epitaxial light emission. Uniformity; and it is impossible to accurately judge the unevenness of the chip source artificially, which will lead to deviations in the adjustment through process means, and the wavelength uniformity of the output epitaxial wafer is poor, resulting in the loss of wavelength yield. In addition, in actual industrial production , the production capacity is huge, if each furnace needs to manually adjust the heating area of each circle by analyzing the wavelength spectrum of the output chip source, this will greatly increase the labor cost.

发明内容Contents of the invention

基于此,本发明的目的是提供一种外延波长均匀性提升方法、系统、可读存储介质及计算机,以至少解决上述相关技术中的不足。Based on this, the object of the present invention is to provide a method, system, readable storage medium and computer for improving epitaxial wavelength uniformity, so as to at least solve the above-mentioned deficiencies in related technologies.

本发明提出一种外延波长均匀性提升方法,包括以下步骤:The present invention proposes a method for improving epitaxial wavelength uniformity, comprising the following steps:

步骤一:以外延片的圆心为中心点,将所述外延片划分成多个不同半径的同心圆区域;Step 1: taking the center of the epitaxial wafer as the center point, and dividing the epitaxial wafer into a plurality of concentric circles with different radii;

步骤二:将所述外延片划分为多个点集,并将各所述点集按照各所述同心圆区域的分布范围进行分配,以得到多个目标区域;Step 2: dividing the epitaxial wafer into a plurality of point sets, and distributing each of the point sets according to the distribution range of each of the concentric circle regions, so as to obtain a plurality of target regions;

步骤三:计算出各所述目标区域的均值波长,并根据各所述目标区域的均值波长计算出所述外延片的斜率;Step 3: Calculate the average wavelength of each of the target regions, and calculate the slope of the epitaxial wafer according to the average wavelength of each of the target regions;

步骤四:将石墨承载盘上所有外延片循环上述步骤一至步骤三,以得到所有外延片的斜率,并将所述石墨承载盘按照圆槽分布划分为多个圆槽区域,并根据各所述圆槽区域上外延片的分布情况和所述所有外延片的斜率计算出各所述圆槽区域的斜率均值;Step 4: Repeat the above steps 1 to 3 for all epitaxial wafers on the graphite carrier plate to obtain the slopes of all epitaxial wafers, and divide the graphite carrier plate into a plurality of circular groove areas according to the distribution of circular grooves, and according to each described The distribution of epitaxial wafers on the circular groove area and the slope of all the epitaxial wafers calculate the average value of the slope of each circular groove area;

步骤五:为各所述圆槽区域添加翘曲系数,并根据各所述圆槽区域的斜率均值以及各所述圆槽区域的翘曲系数调整所述石墨承载盘的工艺参数,以提升所述石墨承载盘上的所有外延片的发光波长的均匀性。Step 5: Add warpage coefficients for each of the circular groove areas, and adjust the process parameters of the graphite carrier plate according to the average slope of each of the circular groove areas and the warpage coefficient of each of the circular groove areas, so as to improve the The uniformity of the emission wavelength of all the epitaxial wafers on the above-mentioned graphite carrier disc.

进一步的,将各所述点集按照各所述同心圆区域的分布范围进行分配,以得到多个目标区域的步骤包括:Further, the step of distributing each of the point sets according to the distribution range of each of the concentric circle areas to obtain multiple target areas includes:

获取各所述同心圆区域的分布坐标以及各所述点集的坐标位置;Obtaining the distribution coordinates of each of the concentric circle regions and the coordinate positions of each of the point sets;

基于各所述同心圆区域的分布坐标以及各所述点集的坐标位置对各所述点集进行分配,以得到多个目标区域。Each of the point sets is assigned based on the distribution coordinates of each of the concentric circle regions and the coordinate positions of each of the point sets, so as to obtain a plurality of target areas.

进一步的,计算出各所述目标区域的均值波长的步骤包括:Further, the step of calculating the mean wavelength of each target area includes:

获取各所述目标区域中的所有点集的独立波长,并根据各所述目标区域中的所有点集的独立波长计算出各所述目标区域的均值波长。Obtaining the independent wavelengths of all the point sets in each of the target areas, and calculating the average wavelength of each of the target areas according to the independent wavelengths of all the point sets in each of the target areas.

进一步的,所述外延片的斜率的计算公式为:Further, the calculation formula of the slope of the epitaxial wafer is:

式中,W表示外延片的斜率,R表示该外延片中同心圆区域数量,表示该外延片中同心圆区域数量的均值,WD表示该外延片中各同心圆区域的波长,WDR表示该外延片中各同心圆区域的均值波长。In the formula, W represents the slope of the epitaxial wafer, R represents the number of concentric circles in the epitaxial wafer, Indicates the mean value of the number of concentric circle regions in the epitaxial wafer, WD represents the wavelength of each concentric circle region in the epitaxial wafer, and WD R represents the average wavelength of each concentric circle region in the epitaxial wafer.

进一步的,根据各所述圆槽区域的斜率均值以及各所述圆槽区域的翘曲系数调整所述石墨承载盘的工艺参数的计算公式为:Further, the calculation formula for adjusting the process parameters of the graphite carrier plate according to the mean value of the slope of each of the circular groove regions and the warpage coefficient of each of the circular groove regions is:

ΔF=(W1*K1+W2*K2+W3*K3+…+Wx*Kx)*F*C;ΔF=(W 1 *K 1 +W 2 *K 2 +W 3 *K 3 +...+W x *K x )*F*C;

式中,ΔF表示石墨承载盘的调整幅度的调整值;Wx表示第X个圆槽区域的斜率均值,Kx表示第X个圆槽区域所对应的翘曲系数,X=1,2,3,...,x;F表示石墨承载盘的调整幅度,C表示补偿系数。In the formula, ΔF represents the adjustment value of the adjustment range of the graphite carrier plate; W x represents the average slope value of the Xth circular groove area, K x represents the warpage coefficient corresponding to the Xth circular groove area, X=1, 2, 3,...,x; F represents the adjustment range of the graphite carrier plate, and C represents the compensation coefficient.

本发明还提出一种外延波长均匀性提升系统,包括:The present invention also proposes an epitaxial wavelength uniformity improvement system, including:

外延片划分模块,用于以外延片的圆心为中心点,将所述外延片划分成多个不同半径的同心圆区域;The epitaxial wafer dividing module is used to divide the epitaxial wafer into a plurality of concentric circles with different radii with the center of the epitaxial wafer as the center point;

点集划分模块,用于将所述外延片划分为多个点集,并将各所述点集按照各所述同心圆区域的分布范围进行分配,以得到多个目标区域;A point set division module, configured to divide the epitaxial wafer into multiple point sets, and distribute each of the point sets according to the distribution range of each of the concentric circle areas, so as to obtain multiple target areas;

斜率计算模块,用于计算出各所述目标区域的均值波长,并根据各所述目标区域的均值波长计算出所述外延片的斜率;a slope calculation module, configured to calculate the average wavelength of each of the target regions, and calculate the slope of the epitaxial wafer according to the average wavelength of each of the target regions;

承载盘划分模块,用于获取所有外延片的斜率,并将所述石墨承载盘按照圆槽分布划分为多个圆槽区域,并根据各所述圆槽区域上外延片的分布情况和所述所有外延片的斜率计算出各所述圆槽区域的斜率均值;The carrier plate division module is used to obtain the slope of all epitaxial wafers, and divide the graphite carrier plate into a plurality of circular groove areas according to the circular groove distribution, and according to the distribution of the epitaxial wafers on each of the circular groove areas and the described Calculate the slope mean value of each circular groove area from the slope of all epitaxial wafers;

参数优化模块,用于为各所述圆槽区域添加翘曲系数,并根据各所述圆槽区域的斜率均值以及各所述圆槽区域的翘曲系数调整所述石墨承载盘的工艺参数,以提升所述石墨承载盘上的所有外延片的发光波长的均匀性。A parameter optimization module, configured to add a warping coefficient to each of the circular groove areas, and adjust the process parameters of the graphite carrier plate according to the mean value of the slope of each of the circular groove areas and the warping coefficient of each of the circular groove areas, In order to improve the uniformity of the emission wavelengths of all the epitaxial wafers on the graphite carrier disk.

进一步的,所述点集划分模块包括:Further, the point set division module includes:

位置获取单元,用于获取各所述同心圆区域的分布坐标以及各所述点集的坐标位置;a position acquiring unit, configured to acquire the distribution coordinates of each of the concentric circle regions and the coordinate positions of each of the point sets;

点集划分单元,用于基于各所述同心圆区域的分布坐标以及各所述点集的坐标位置对各所述点集进行分配,以得到多个目标区域。The point set dividing unit is configured to allocate each of the point sets based on the distribution coordinates of the concentric circle areas and the coordinate positions of each of the point sets, so as to obtain a plurality of target areas.

进一步的,所述斜率计算模块包括:Further, the slope calculation module includes:

斜率计算单元,用于获取各所述目标区域中的所有点集的独立波长,并根据各所述目标区域中的所有点集的独立波长计算出各所述目标区域的均值波长。The slope calculation unit is configured to obtain the independent wavelengths of all point sets in each target area, and calculate the average wavelength of each target area according to the independent wavelengths of all point sets in each target area.

本发明还提出一种可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现上述的外延波长均匀性提升方法。The present invention also proposes a readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the above-mentioned method for improving epitaxial wavelength uniformity is realized.

本发明还提出一种计算机,包括存储器、处理器以及存储在所述存储器上并可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现上述的外延波长均匀性提升方法。The present invention also proposes a computer, including a memory, a processor, and a computer program stored on the memory and operable on the processor, and the above-mentioned epitaxial wavelength uniformity is realized when the processor executes the computer program Lift method.

与现有技术相比,本发明的有益效果是:将外延片划分为多个同心圆区域,并将其划分为多个点集,进而根据各点集以及各同心圆区域得到该外延片的斜率,通过斜率更加精确的展示出外延片源的凹凸性,有效的减少人员分析波长图谱的时间,减少人力成本,通过更直观且准确的通过工艺手段调整片源翘曲,将片源的凹凸性调整到最佳,让片源的每个部分都受热均匀,提高产出外延片的波长均匀性;将石墨承载盘划分为多个圆槽区域,并根据各外延片的斜率计算出各圆槽区域的斜率均值,通过添加翘曲系数,避免因个别点集波长异常偏长或偏短导致的其区域的均值波长异常偏长或偏短后工艺手段调整偏差过大的问题。Compared with the prior art, the beneficial effect of the present invention is: the epitaxial wafer is divided into a plurality of concentric circle areas, and it is divided into a plurality of point sets, and then the epitaxial wafer is obtained according to each point set and each concentric circle area. Slope, through the slope, it can more accurately show the unevenness of the epitaxial wafer source, effectively reduce the time for personnel to analyze the wavelength spectrum, reduce labor costs, and adjust the warpage of the wafer source through more intuitive and accurate process means, and reduce the unevenness of the wafer source. The property is adjusted to the best, so that each part of the wafer source is heated evenly, and the wavelength uniformity of the output epitaxial wafer is improved; the graphite carrier plate is divided into multiple circular groove areas, and the circular slots are calculated according to the slope of each epitaxial wafer. The mean value of the slope of the groove area, by adding the warping coefficient, avoids the problem of excessive adjustment deviation of the process means after the average wavelength of the area is abnormally long or short caused by the abnormally long or short wavelength of individual point sets.

附图说明Description of drawings

图1为本发明第一实施例中外延波长均匀性提升方法的流程图;FIG. 1 is a flowchart of a method for improving epitaxial wavelength uniformity in the first embodiment of the present invention;

图2为图1中步骤S102的详细流程图;Fig. 2 is a detailed flowchart of step S102 in Fig. 1;

图3为本发明第一实施例中单片外延片的分散为多个点集的示意图;3 is a schematic diagram of a single epitaxial wafer dispersed into multiple point sets in the first embodiment of the present invention;

图4为图1中步骤S103的详细流程图;Fig. 4 is the detailed flowchart of step S103 in Fig. 1;

图5为本发明第一实施例中外延片各点集的波长示意图;Fig. 5 is a schematic diagram of the wavelength of each point set of the epitaxial wafer in the first embodiment of the present invention;

图6为本发明第一实施例中外延片划分至多个同心圆区域的示意图;Fig. 6 is a schematic diagram of the division of the epitaxial wafer into a plurality of concentric circle regions in the first embodiment of the present invention;

图7为本发明第二实施例中外延波长均匀性提升系统的结构框图;7 is a structural block diagram of a system for improving epitaxial wavelength uniformity in the second embodiment of the present invention;

图8为本发明第三实施例中计算机的结构框图。Fig. 8 is a structural block diagram of a computer in the third embodiment of the present invention.

主要元件符号说明:Description of main component symbols:

存储器memory 1010 点集划分模块Point set division module 1212 处理器processor 2020 斜率计算模块Slope Calculation Module 1313 计算机程序Computer program 3030 承载盘划分模块Carrier division module 1414 外延片划分模块Epiwafer division module 1111 参数优化模块Parameter Optimization Module 1515

如下具体实施方式将结合上述附图进一步说明本发明。The following specific embodiments will further illustrate the present invention in conjunction with the above-mentioned drawings.

具体实施方式Detailed ways

为了便于理解本发明,下面将参照相关附图对本发明进行更全面的描述。附图中给出了本发明的若干实施例。但是,本发明可以以许多不同的形式来实现,并不限于本文所描述的实施例。相反地,提供这些实施例的目的是使对本发明的公开内容更加透彻全面。In order to facilitate the understanding of the present invention, the present invention will be described more fully below with reference to the associated drawings. Several embodiments of the invention are shown in the drawings. However, the present invention can be embodied in many different forms and is not limited to the embodiments described herein. Rather, these embodiments are provided so that the disclosure of the present invention will be thorough and complete.

需要说明的是,当元件被称为“固设于”另一个元件,它可以直接在另一个元件上或者也可以存在居中的元件。当一个元件被认为是“连接”另一个元件,它可以是直接连接到另一个元件或者可能同时存在居中元件。本文所使用的术语“垂直的”、“水平的”、“左”、“右”以及类似的表述只是为了说明的目的。It should be noted that when an element is referred to as being “fixed on” another element, it may be directly on the other element or there may be an intervening element. When an element is referred to as being "connected to" another element, it can be directly connected to the other element or intervening elements may also be present. The terms "vertical," "horizontal," "left," "right," and similar expressions are used herein for purposes of illustration only.

除非另有定义,本文所使用的所有的技术和科学术语与属于本发明的技术领域的技术人员通常理解的含义相同。本文中在本发明的说明书中所使用的术语只是为了描述具体的实施例的目的,不是旨在于限制本发明。本文所使用的术语“及/或”包括一个或多个相关的所列项目的任意的和所有的组合。Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field of the invention. The terms used herein in the description of the present invention are for the purpose of describing specific embodiments only, and are not intended to limit the present invention. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.

实施例一Embodiment one

请参阅图1,所示为本发明第一实施例中的外延波长均匀性提升方法,所述方法具体包括步骤S101至S105:Please refer to FIG. 1, which shows a method for improving epitaxial wavelength uniformity in the first embodiment of the present invention, and the method specifically includes steps S101 to S105:

S101,以外延片的圆心为中心点,将所述外延片划分成多个不同半径的同心圆区域;S101, dividing the epitaxial wafer into a plurality of concentric circle regions with different radii with the center point of the epitaxial wafer as the center point;

在具体实施时,将石墨承载盘每炉次产出的Y(Y>=1)个片源在量测时每片外延片以其圆心为中心点,将所有的外延片划分成R(在本实施例中,3<R<50)个不同半径的同心圆区域,在本实施例中,该外延片生产所使用的衬底材质为蓝宝石、硅以及碳化硅中任意一种。During specific implementation, when measuring the Y (Y>=1) chip sources produced by each furnace of the graphite carrier plate, each epitaxial wafer is centered on its center point, and all epitaxial wafers are divided into R (in In this embodiment, there are 3<R<50) concentric circle regions with different radii. In this embodiment, the substrate material used in the production of the epitaxial wafer is any one of sapphire, silicon and silicon carbide.

S102,将所述外延片划分为多个点集,并将各所述点集按照各所述同心圆区域的分布范围进行分配,以得到多个目标区域;S102, dividing the epitaxial wafer into multiple point sets, and distributing each of the point sets according to the distribution range of each of the concentric circle areas, so as to obtain multiple target areas;

进一步的,请参阅图2,所述步骤S102具体包括步骤S1021~S1022:Further, please refer to FIG. 2, the step S102 specifically includes steps S1021-S1022:

S1021,获取各所述同心圆区域的分布坐标以及各所述点集的坐标位置;S1021. Obtain the distribution coordinates of each of the concentric circle regions and the coordinate positions of each of the point sets;

S1022,基于各所述同心圆区域的分布坐标以及各所述点集的坐标位置对各所述点集进行分配,以得到多个目标区域。S1022. Assign each of the point sets based on the distribution coordinates of each of the concentric circle areas and the coordinate positions of each of the point sets, so as to obtain multiple target areas.

在具体实施时,请参阅图3,将上述所有的外延片均划分成N(N>=2)个点集,每个点集都含有一个具体的坐标位置以及独立波长WDN,利用上述的坐标位置和该外延片的各同心圆区域的分布坐标对所有的点集进行分配,每个同心圆区域会获得一部分点集n,满足:n1+n2+…+nR=N,进而能够得到每个外延片上的多个目标区域;During specific implementation, referring to Fig. 3, all the above-mentioned epitaxial wafers are divided into N (N>=2) point sets, each point set contains a specific coordinate position and independent wavelength WD N , utilizes the above-mentioned The coordinate position and the distribution coordinates of each concentric circle area of the epitaxial wafer are allocated to all point sets, and each concentric circle area will obtain a part of point set n, satisfying: n 1 +n 2 +...+n R =N, and then Ability to obtain multiple target areas on each epiwafer;

可以理解的,通过将外延片划分为多个同心圆区域,并根据外延片的所有点集来划分成多个对应的目标区域,进一步使得目标区域的点集与对应的区域的相关性更强。It can be understood that by dividing the epitaxial wafer into a plurality of concentric circle areas, and dividing it into a plurality of corresponding target areas according to all point sets of the epitaxial wafer, the correlation between the point set of the target area and the corresponding area is further strengthened .

S103,计算出各所述目标区域的均值波长,并根据各所述目标区域的均值波长计算出所述外延片的斜率;S103, calculating the average wavelength of each of the target areas, and calculating the slope of the epitaxial wafer according to the average wavelength of each of the target areas;

进一步的,请参阅图4,所述步骤S103中计算出各所述目标区域的均值波长的步骤具体包括步骤S1031:Further, please refer to FIG. 4 , the step of calculating the average wavelength of each of the target areas in the step S103 specifically includes step S1031:

S1031,获取各所述目标区域中的所有点集的独立波长,并根据各所述目标区域中的所有点集的独立波长计算出各所述目标区域的均值波长。S1031. Acquire independent wavelengths of all point sets in each of the target areas, and calculate an average wavelength of each of the target areas according to the independent wavelengths of all point sets in each of the target areas.

在具体实施时,请参阅图5至图6,上述的所有点集中每个点集均含有独立波长WDN,根据该目标区域内的点集的独立波长WDN计算出该目标区域的点集均值波长WDR,获得该外延片的同心圆区域的数量R以及每R圈区域的各nR点集,根据该外延片的同心圆区域的数量R以及该外延片上所有的目标区域的点集均值波长WDR,按照以下公式计算出该外延片的斜率:In the specific implementation, please refer to Fig. 5 to Fig. 6, each of the above-mentioned point sets contains an independent wavelength WD N , and the point set of the target area is calculated according to the independent wavelength WD N of the point set in the target area Mean wavelength WD R , obtain the number R of the concentric circle regions of the epitaxial wafer and each n R point sets of each R circle area, according to the number R of the concentric circle regions of the epitaxial wafer and the point sets of all target regions on the epitaxial wafer Average wavelength WD R , calculate the slope of the epitaxial wafer according to the following formula:

式中,W表示外延片的斜率,R表示该外延片中同心圆区域数量,表示该外延片中同心圆区域数量的均值,WD表示该外延片中各同心圆区域的波长,WDR表示该外延片中各同心圆区域的均值波长。In the formula, W represents the slope of the epitaxial wafer, R represents the number of concentric circles in the epitaxial wafer, Indicates the mean value of the number of concentric circle regions in the epitaxial wafer, WD represents the wavelength of each concentric circle region in the epitaxial wafer, and WD R represents the average wavelength of each concentric circle region in the epitaxial wafer.

可以理解的,外延片的斜率能够反映该外延片的凹凸数据,当斜率大于0时,意味着该外延片偏凹,当斜率小于0时,意味着该外延片偏凸,当斜率为0时,意味着该外延片的均匀性最好,趋向平整。It can be understood that the slope of the epitaxial wafer can reflect the concave-convex data of the epitaxial wafer. When the slope is greater than 0, it means that the epitaxial wafer is concave. When the slope is less than 0, it means that the epitaxial wafer is convex. When the slope is 0 , which means that the epitaxial wafer has the best uniformity and tends to be flat.

S104,将石墨承载盘上所有外延片循环上述步骤S101至步骤S103,以得到所有外延片的斜率,并将所述石墨承载盘按照圆槽分布划分为多个圆槽区域,并根据各所述圆槽区域上外延片的分布情况和所述所有外延片的斜率计算出各所述圆槽区域的斜率均值;S104, cycle all the epitaxial wafers on the graphite carrier disk from the above steps S101 to step S103 to obtain the slopes of all the epitaxial wafers, and divide the graphite carrier disk into a plurality of circular groove areas according to the circular groove distribution, and according to each described The distribution of epitaxial wafers on the circular groove area and the slope of all the epitaxial wafers calculate the average value of the slope of each circular groove area;

在具体实施时,将石墨承载盘上所有的外延片均按照上述的步骤,以得到所有的外延片的斜率,将该石墨承载盘按照圆槽分布划分为X(2≤X≤20)个圆槽区域,可以理解的,在每个圆槽区域上均会分布多个外延片,根据各所述圆槽区域上外延片的分布情况和上述的所有外延片的斜率计算出各圆槽区域的斜率均值WXIn the specific implementation, all the epitaxial sheets on the graphite carrier plate are all according to the above steps to obtain the slope of all the epitaxial sheets, and the graphite carrier plate is divided into X (2≤X≤20) circles according to the distribution of circular grooves Slot area, it can be understood that a plurality of epitaxial wafers will be distributed on each circular slot area, and the distribution of the epitaxial wafers on each of the circular slot areas and the slope of all the above-mentioned epitaxial wafers are calculated. Slope mean W X .

需要说明的是,由于各圆槽区域中加热区域差异,需要通过工艺手段调整,以使得外延片的翘曲符合要求,调整的工艺手段的工艺参数值为F(在本实施例中,该工艺手段为生长时间,在其他实施例中,该工艺手段还可以为Ga源用量等一些能够调节外延片的翘曲度的工艺手段,工艺手段不同,对应的工艺参数值也不同)。It should be noted that due to the difference in the heating area in each circular groove area, it needs to be adjusted by technological means so that the warpage of the epitaxial wafer meets the requirements, and the value of the technological parameter of the adjusted technological means is F (in this embodiment, the process The means is the growth time. In other embodiments, the process means can also be some process means that can adjust the warpage of the epitaxial wafer, such as the amount of Ga source. The process means are different, and the corresponding process parameter values are also different).

S105,为各所述圆槽区域添加翘曲系数,并根据各所述圆槽区域的斜率均值以及各所述圆槽区域的翘曲系数调整所述石墨承载盘的工艺参数,以提升所述石墨承载盘上的所有外延片的发光波长的均匀性。S105, adding a warping coefficient to each of the circular groove areas, and adjusting the process parameters of the graphite carrier plate according to the average slope value of each of the circular groove areas and the warping coefficient of each of the circular groove areas, so as to improve the Uniformity of emission wavelength across all epiwafers on a graphite susceptor.

在具体实施时,为各圆槽区域添加翘曲系数K,满足k1+k2+k3+...+kX=1,其中,k1为第一圈圆槽区域的翘曲系数,k2为第二圈圆槽区域的翘曲系数。根据上述得到的各圆槽区域的斜率均值以及其对应的翘曲系数按照下式调整石墨承载盘的工艺参数,以提升所述石墨承载盘上的所有外延片的发光波长的均匀性:In specific implementation, warping coefficient K is added to each circular groove area, satisfying k 1 +k 2 +k 3 +...+k X =1, where k 1 is the warping coefficient of the first circular groove area , k 2 is the warping coefficient of the second circle of circular groove area. According to the average value of the slope of each circular groove area obtained above and its corresponding warpage coefficient, adjust the process parameters of the graphite carrier plate according to the following formula, so as to improve the uniformity of the light emission wavelength of all epitaxial wafers on the graphite carrier plate:

ΔF=(W1*K1+W2*K2+W3*K3+…+Wx*Kx)*F*C;ΔF=(W 1 *K 1 +W 2 *K 2 +W 3 *K 3 +...+W x *K x )*F*C;

式中,ΔF表示石墨承载盘的调整幅度的调整值;Wx表示第X个圆槽区域的斜率均值,Kx表示第X个圆槽区域所对应的翘曲系数,X=1,2,3,...,x;F表示石墨承载盘的调整幅度,C表示补偿系数。In the formula, ΔF represents the adjustment value of the adjustment range of the graphite carrier plate; W x represents the average slope value of the Xth circular groove area, K x represents the warpage coefficient corresponding to the Xth circular groove area, X=1, 2, 3,...,x; F represents the adjustment range of the graphite carrier plate, and C represents the compensation coefficient.

需要说明的是,由于考虑实际生产中,外延片生产所使用的衬底材质、品质会存在波动,以及机台间的差异等情况,因此会在在整体工艺调整翘曲度时添加一个补偿系数C,进而降低其他因素对外延片的影响。It should be noted that, due to consideration of the actual production, the substrate material and quality used in the production of epitaxial wafers will fluctuate, and the differences between machines, etc., so a compensation coefficient will be added when adjusting the warpage in the overall process C, thereby reducing the influence of other factors on the epitaxial wafer.

综上,本发明上述实施例当中的外延波长均匀性提升方法,将外延片划分为多个同心圆区域,并将其划分为多个点集,进而根据各点集以及各同心圆区域得到该外延片的斜率,通过斜率更加精确的展示出外延片源的凹凸性,有效的减少人员分析波长图谱的时间,减少人力成本,通过更直观且准确的通过工艺手段调整片源翘曲,将片源的凹凸性调整到最佳,让片源的每个部分都受热均匀,提高产出外延片的波长均匀性;将石墨承载盘划分为多个圆槽区域,并根据各外延片的斜率计算出各圆槽区域的斜率均值,通过添加翘曲系数,避免因个别点集波长异常偏长或偏短导致的其区域的均值波长异常偏长或偏短后工艺手段调整偏差过大的问题。To sum up, the epitaxial wavelength uniformity improvement method in the above-mentioned embodiments of the present invention divides the epitaxial wafer into a plurality of concentric circle regions, and divides it into a plurality of point sets, and then obtains the The slope of the epitaxial wafer shows the concavity and convexity of the epitaxial wafer source more accurately through the slope, effectively reducing the time for personnel to analyze the wavelength spectrum, reducing labor costs, and adjusting the warp of the wafer source through more intuitive and accurate technological means. The unevenness of the source is adjusted to the best, so that each part of the source is heated evenly, and the wavelength uniformity of the output epitaxial wafer is improved; the graphite carrier plate is divided into multiple circular groove areas, and calculated according to the slope of each epitaxial wafer The average value of the slope of each circular groove area is calculated, and the warping coefficient is added to avoid the problem that the average wavelength of the area is abnormally long or short due to the abnormally long or short wavelength of individual point sets. After the process adjustment deviation is too large.

实施例二Embodiment two

本发明另一方面还提出一种外延波长均匀性提升系统,请查阅图7,所示为本发明第二实施例中的外延波长均匀性提升系统,包括:Another aspect of the present invention also proposes an epitaxial wavelength uniformity improvement system, please refer to Figure 7, which shows the epitaxial wavelength uniformity improvement system in the second embodiment of the present invention, including:

外延片划分模块11,用于以外延片的圆心为中心点,将所述外延片划分成多个不同半径的同心圆区域;The epitaxial wafer dividing module 11 is used to divide the epitaxial wafer into a plurality of concentric circles with different radii with the center of the epitaxial wafer as the center point;

点集划分模块12,用于将所述外延片划分为多个点集,并将各所述点集按照各所述同心圆区域的分布范围进行分配,以得到多个目标区域;A point set division module 12, configured to divide the epitaxial wafer into a plurality of point sets, and distribute each of the point sets according to the distribution range of each of the concentric circle areas, so as to obtain a plurality of target areas;

进一步的,所述点集划分模块12包括:Further, the point set division module 12 includes:

位置获取单元,用于获取各所述同心圆区域的分布坐标以及各所述点集的坐标位置;a position acquiring unit, configured to acquire the distribution coordinates of each of the concentric circle regions and the coordinate positions of each of the point sets;

点集划分单元,用于基于各所述同心圆区域的分布坐标以及各所述点集的坐标位置对各所述点集进行分配,以得到多个目标区域。The point set dividing unit is configured to allocate each of the point sets based on the distribution coordinates of the concentric circle areas and the coordinate positions of each of the point sets, so as to obtain a plurality of target areas.

斜率计算模块13,用于计算出各所述目标区域的均值波长,并根据各所述目标区域的均值波长计算出所述外延片的斜率;The slope calculation module 13 is used to calculate the average wavelength of each of the target regions, and calculate the slope of the epitaxial wafer according to the average wavelength of each of the target regions;

进一步的,所述斜率计算模块13包括:Further, the slope calculation module 13 includes:

斜率计算单元,用于获取各所述目标区域中的所有点集的独立波长,并根据各所述目标区域中的所有点集的独立波长计算出各所述目标区域的均值波长。The slope calculation unit is configured to obtain the independent wavelengths of all point sets in each target area, and calculate the average wavelength of each target area according to the independent wavelengths of all point sets in each target area.

承载盘划分模块14,用于获取所有外延片的斜率,并将所述石墨承载盘按照圆槽分布划分为多个圆槽区域,并根据各所述圆槽区域上外延片的分布情况和所述所有外延片的斜率计算出各所述圆槽区域的斜率均值;Carrier plate dividing module 14, used to obtain the slope of all epitaxial wafers, and divide the graphite carrier plate into a plurality of circular groove areas according to the distribution of circular grooves, and according to the distribution of epitaxial wafers on each of the circular groove areas and the Calculate the slope mean value of each of the circular groove regions by calculating the slope of all the above-mentioned epitaxial wafers;

参数优化模块15,用于为各所述圆槽区域添加翘曲系数,并根据各所述圆槽区域的斜率均值以及各所述圆槽区域的翘曲系数调整所述石墨承载盘的工艺参数,以提升所述石墨承载盘上的所有外延片的发光波长的均匀性。The parameter optimization module 15 is used to add warpage coefficients for each of the circular groove areas, and adjust the process parameters of the graphite carrier plate according to the average value of the slope of each of the circular groove areas and the warpage coefficient of each of the circular groove areas , so as to improve the uniformity of the emission wavelengths of all the epitaxial wafers on the graphite carrier disk.

上述各模块、单元被执行时所实现的功能或操作步骤与上述方法实施例大体相同,在此不再赘述。The functions or operation steps realized by the above-mentioned modules and units when executed are substantially the same as those of the above-mentioned method embodiments, and will not be repeated here.

本发明实施例所提供的外延波长均匀性提升系统,其实现原理及产生的技术效果和前述方法实施例相同,为简要描述,装置实施例部分未提及之处,可参考前述方法实施例中相应内容。The implementation principle and technical effects of the epitaxial wavelength uniformity improvement system provided by the embodiments of the present invention are the same as those of the aforementioned method embodiments. For a brief description, the parts not mentioned in the device embodiments can refer to the aforementioned method embodiments. Corresponding content.

实施例三Embodiment Three

本发明还提出一种计算机,请参阅图8,所示为本发明第三实施例中的计算机,包括存储器10、处理器20以及存储在所述存储器10上并可在所述处理器20上运行的计算机程序30,所述处理器20执行所述计算机程序30时实现上述的外延波长均匀性提升方法。The present invention also proposes a computer, please refer to FIG. 8 , which shows a computer in the third embodiment of the present invention, including a memory 10, a processor 20, and a computer stored on the memory 10 and can be stored on the processor 20. Running computer program 30 , when the processor 20 executes the computer program 30 , the above-mentioned method for improving epitaxial wavelength uniformity is realized.

其中,存储器10至少包括一种类型的可读存储介质,所述可读存储介质包括闪存、硬盘、多媒体卡、卡型存储器(例如,SD或DX存储器等)、磁性存储器、磁盘、光盘等。存储器10在一些实施例中可以是计算机的内部存储单元,例如该计算机的硬盘。存储器10在另一些实施例中也可以是外部存储装置,例如插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,存储器10还可以既包括计算机的内部存储单元也包括外部存储装置。存储器10不仅可以用于存储安装于计算机的应用软件及各类数据,还可以用于暂时地存储已经输出或者将要输出的数据。Wherein, the memory 10 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, hard disk, multimedia card, card-type memory (eg, SD or DX memory, etc.), magnetic memory, magnetic disk, optical disk, etc. Memory 10 may in some embodiments be an internal storage unit of a computer, such as a hard disk of the computer. In other embodiments, the memory 10 may also be an external storage device, such as a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash memory card (Flash Card) and the like. Further, the memory 10 may also include both an internal storage unit of the computer and an external storage device. The memory 10 can be used not only to store application software and various data installed in the computer, but also to temporarily store data that has been output or will be output.

其中,处理器20在一些实施例中可以是电子控制单元(Electronic ControlUnit,简称ECU,又称行车电脑)、中央处理器(Central Processing Unit,CPU)、控制器、微控制器、微处理器或其他数据处理芯片,用于运行存储器10中存储的程序代码或处理数据,例如执行访问限制程序等。Wherein, the processor 20 in some embodiments may be an electronic control unit (Electronic Control Unit, referred to as ECU, also known as a trip computer), a central processing unit (Central Processing Unit, CPU), a controller, a microcontroller, a microprocessor or Other data processing chips are used to run the program codes stored in the memory 10 or process data, such as executing access restriction programs and the like.

需要指出的是,图8示出的结构并不构成对计算机的限定,在其它实施例当中,该计算机可以包括比图示更少或者更多的部件,或者组合某些部件,或者不同的部件布置。It should be noted that the structure shown in FIG. 8 does not constitute a limitation on the computer. In other embodiments, the computer may include fewer or more components than those shown in the figure, or combine certain components, or different components layout.

本发明实施例还提出一种可读存储介质,其上存储有计算机程序,该计算机程序被处理器执行时实现如上述的外延波长均匀性提升方法。Embodiments of the present invention also provide a readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, the method for improving epitaxial wavelength uniformity as described above is implemented.

本领域技术人员可以理解,在流程图中表示或在此以其他方式描述的逻辑和/或步骤,例如,可以被认为是用于实现逻辑功能的可执行指令的定序列表,可以具体实现在任何计算机可读存储介质中,以供指令执行系统、装置或设备(如基于计算机的系统、包括处理器的系统或其他可以从指令执行系统、装置或设备取指令并执行指令的系统)使用,或结合这些指令执行系统、装置或设备而使用。就本说明书而言,“计算机可读存储介质”可以是任何可以包含、存储、通信、传播或传输程序以供指令执行系统、装置或设备或结合这些指令执行系统、装置或设备而使用的装置。Those skilled in the art will understand that the logic and/or steps shown in the flowchart or described in other ways herein, for example, can be considered as a sequenced list of executable instructions for implementing logical functions, which can be specifically implemented in in any computer-readable storage medium for use by an instruction execution system, apparatus, or device (such as a computer-based system, a system including a processor, or other systems that can fetch and execute instructions from an instruction execution system, apparatus, or device), Or used in combination with these instruction execution systems, devices or equipment. For the purpose of this specification, a "computer-readable storage medium" may be any device that can contain, store, communicate, propagate or transmit programs for instruction execution systems, devices or devices or for use in conjunction with these instruction execution systems, devices or devices .

计算机可读存储介质的更具体的示例(非穷尽性列表)包括以下:具有一个或多个布线的电连接部(电子装置),便携式计算机盘盒(磁装置),随机存取存储器(RAM),只读存储器(ROM),可擦除可编辑只读存储器(EPROM或闪速存储器),光纤装置,以及便携式光盘只读存储器(CDROM)。另外,计算机可读存储介质甚至可以是可在其上打印所述程序的纸或其他合适的可读存储介质,因为可以例如通过对纸或其他可读存储介质进行光学扫描,接着进行编辑、解译或必要时以其他合适方式进行处理来以电子方式获得所述程序,然后将其存储在计算机存储器中。More specific examples (non-exhaustive list) of computer-readable storage media include the following: electrical connection with one or more wires (electronic device), portable computer disk case (magnetic device), random access memory (RAM) , read-only memory (ROM), erasable and editable read-only memory (EPROM or flash memory), fiber optic devices, and portable compact disc read-only memory (CDROM). In addition, the computer-readable storage medium may even be paper or other suitable readable storage medium on which the program can be printed, since it may be possible, for example, by optically scanning the paper or other readable storage medium, followed by editing, decoding, etc. The program may be obtained electronically by translating or otherwise processing as necessary and then storing it in a computer memory.

应当理解,本发明的各部分可以用硬件、软件、固件或它们的组合来实现。在上述实施方式中,多个步骤或方法可以用存储在存储器中且由合适的指令执行系统执行的软件或固件来实现。例如,如果用硬件来实现,和在另一实施方式中一样,可用本领域公知的下列技术中的任一项或它们的组合来实现:具有用于对数据信号实现逻辑功能的逻辑门电路的离散逻辑电路,具有合适的组合逻辑门电路的专用集成电路,可编程门阵列(PGA),现场可编程门阵列(FPGA)等。It should be understood that various parts of the present invention can be realized by hardware, software, firmware or their combination. In the embodiments described above, various steps or methods may be implemented by software or firmware stored in memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques known in the art: Discrete logic circuits, ASICs with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.

以上所述实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above-mentioned embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the technical features in the above-mentioned embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, should be considered as within the scope of this specification.

以上所述实施例仅表达了本申请的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本申请构思的前提下,还可以做出若干变形和改进,这些都属于本申请的保护范围。因此,本申请专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only represent several implementation modes of the present application, and the description thereof is relatively specific and detailed, but it should not be construed as limiting the scope of the patent for the invention. It should be noted that those skilled in the art can make several modifications and improvements without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the scope of protection of the patent application should be based on the appended claims.

Claims (8)

1. The epitaxial wavelength uniformity improving method is characterized by comprising the following steps of:
step one: dividing the epitaxial wafer into a plurality of concentric circle areas with different radiuses by taking the circle center of the epitaxial wafer as a center point;
step two: dividing the epitaxial wafer into a plurality of point sets, and distributing the point sets according to the distribution range of the concentric circle regions to obtain a plurality of target regions;
step three: calculating the average wavelength of each target area, and calculating the slope of the epitaxial wafer according to the average wavelength of each target area, wherein the calculation formula of the slope of the epitaxial wafer is as follows:
in the method, in the process of the invention,represents the slope of epitaxial wafer, +.>Indicating the number of concentric areas in the epitaxial wafer, < >>Mean value of the number of concentric circle regions in the epitaxial wafer, +.>Wavelength of each concentric region in the epitaxial wafer, </i >>Mean wavelength of each concentric circle region in the epitaxial wafer is represented;
step four: cycling all epitaxial wafers on a graphite bearing disc to obtain slopes of all epitaxial wafers, dividing the graphite bearing disc into a plurality of circular groove areas according to circular groove distribution, and calculating slope average values of the circular groove areas according to distribution conditions of epitaxial wafers on the circular groove areas and the slopes of all epitaxial wafers;
step five: adding a warping coefficient to each circular groove region, and adjusting the technological parameters of the graphite bearing disc according to the slope average value of each circular groove region and the warping coefficient of each circular groove region to improve the uniformity of the luminescence wavelength of all epitaxial wafers on the graphite bearing disc, wherein the calculation formula of the technological parameters of the graphite bearing disc according to the slope average value of each circular groove region and the warping coefficient of each circular groove region is as follows:
in the method, in the process of the invention,an adjustment value representing an adjustment amplitude of the graphite carrier; />Represents the slope mean of the X-th circular groove region, < >>Representing the warp coefficient corresponding to the xth circular groove region, x=1, 2,3, …, X; f represents the adjustment amplitude of the graphite bearing disc, and C represents the compensation coefficient.
2. The epitaxial wavelength uniformity improvement method according to claim 1, wherein the step of distributing each of the point sets in accordance with the distribution range of each of the concentric circle regions to obtain a plurality of target regions comprises:
acquiring the distribution coordinates of each concentric circle region and the coordinate positions of each point set;
and distributing the point sets based on the distribution coordinates of the concentric circle regions and the coordinate positions of the point sets to obtain a plurality of target regions.
3. The method of claim 1, wherein the step of calculating the mean wavelength of each of the target regions comprises:
and obtaining independent wavelengths of all the point sets in each target area, and calculating the mean wavelength of each target area according to the independent wavelengths of all the point sets in each target area.
4. An epitaxial wavelength uniformity promotion system, comprising:
the epitaxial wafer dividing module is used for dividing the epitaxial wafer into a plurality of concentric circle areas with different radiuses by taking the circle center of the epitaxial wafer as a center point;
the point set dividing module is used for dividing the epitaxial wafer into a plurality of point sets and distributing the point sets according to the distribution range of the concentric circle areas to obtain a plurality of target areas;
the slope calculation module is used for calculating the average wavelength of each target area and calculating the slope of the epitaxial wafer according to the average wavelength of each target area, wherein the calculation formula of the slope of the epitaxial wafer is as follows:
in the method, in the process of the invention,represents the slope of epitaxial wafer, +.>Indicating the number of concentric areas in the epitaxial wafer, < >>Mean value of the number of concentric circle regions in the epitaxial wafer, +.>Wavelength of each concentric region in the epitaxial wafer, </i >>Mean wavelength of each concentric circle region in the epitaxial wafer is represented;
the graphite carrying disc dividing module is used for obtaining the slopes of all epitaxial wafers, dividing the graphite carrying disc into a plurality of circular groove areas according to the circular groove distribution, and calculating the average value of the slopes of all the circular groove areas according to the distribution condition of epitaxial wafers on all the circular groove areas and the slopes of all the epitaxial wafers;
the parameter optimization module is used for adding a warping coefficient to each circular groove region, and adjusting the technological parameters of the graphite bearing disc according to the slope average value of each circular groove region and the warping coefficient of each circular groove region so as to improve the uniformity of the luminescence wavelength of all epitaxial wafers on the graphite bearing disc, wherein the calculation formula for adjusting the technological parameters of the graphite bearing disc according to the slope average value of each circular groove region and the warping coefficient of each circular groove region is as follows:
in the method, in the process of the invention,an adjustment value representing an adjustment amplitude of the graphite carrier; />Represents the slope mean of the X-th circular groove region, < >>Representing the warp coefficient corresponding to the xth circular groove region, x=1, 2,3, …, X; f represents the adjustment amplitude of the graphite bearing disc, and C represents the compensation coefficient.
5. The epitaxial wavelength uniformity promotion system of claim 4, wherein the point set partitioning module comprises:
a position acquisition unit configured to acquire distribution coordinates of each of the concentric circle regions and coordinate positions of each of the point sets;
and the point set dividing unit is used for distributing the point sets based on the distribution coordinates of the concentric circle areas and the coordinate positions of the point sets so as to obtain a plurality of target areas.
6. The epitaxial wavelength uniformity promotion system of claim 4, wherein the slope calculation module comprises:
the slope calculation unit is used for obtaining independent wavelengths of all point sets in each target area and calculating average wavelength of each target area according to the independent wavelengths of all point sets in each target area.
7. A readable storage medium having stored thereon a computer program, which when executed by a processor implements the epitaxial wavelength uniformity improvement method according to any one of claims 1 to 3.
8. A computer comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the epitaxial wavelength uniformity improvement method of any one of claims 1 to 3 when the computer program is executed by the processor.
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