CN110823758A - Observation device for powder density distribution and image processing and nozzle optimization method - Google Patents
Observation device for powder density distribution and image processing and nozzle optimization method Download PDFInfo
- Publication number
- CN110823758A CN110823758A CN201911040199.XA CN201911040199A CN110823758A CN 110823758 A CN110823758 A CN 110823758A CN 201911040199 A CN201911040199 A CN 201911040199A CN 110823758 A CN110823758 A CN 110823758A
- Authority
- CN
- China
- Prior art keywords
- powder
- feeding nozzle
- powder feeding
- density distribution
- light source
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 239000000843 powder Substances 0.000 title claims abstract description 158
- 238000009826 distribution Methods 0.000 title claims abstract description 47
- 238000000034 method Methods 0.000 title claims abstract description 9
- 238000005457 optimization Methods 0.000 title abstract description 8
- 238000003672 processing method Methods 0.000 claims description 6
- 230000008602 contraction Effects 0.000 claims description 2
- 238000005507 spraying Methods 0.000 abstract description 3
- 238000010586 diagram Methods 0.000 description 5
- 239000002184 metal Substances 0.000 description 5
- 239000000654 additive Substances 0.000 description 3
- 230000000996 additive effect Effects 0.000 description 3
- 238000004519 manufacturing process Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008021 deposition Effects 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000008018 melting Effects 0.000 description 1
- 238000002844 melting Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 239000007921 spray Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 230000002194 synthesizing effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N9/00—Investigating density or specific gravity of materials; Analysing materials by determining density or specific gravity
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10004—Still image; Photographic image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
- G06T2207/30136—Metal
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Chemical & Material Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Health & Medical Sciences (AREA)
- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Theoretical Computer Science (AREA)
- Laser Beam Processing (AREA)
Abstract
Description
技术领域technical field
本发明属于增材制造领域,为一种粉末密度分布的观测装置及图像处理和喷嘴优化方法。The invention belongs to the field of additive manufacturing, and relates to an observation device for powder density distribution and a method for image processing and nozzle optimization.
背景技术Background technique
在金属增材制造行业,Laser Melting Deposition(LMD)技术越来越得到重视,LMD技术的原理是送粉器将金属粉末送至激光加工头的喷嘴部位,通过喷嘴后粉末汇聚在工作面,同时激光通过准直镜和聚焦透镜汇聚到工作面,形成熔池,金属粉末在熔池中迅速融化,激光加工头扫描过后,熔池中融化的金属粉末会迅速冷却至凝固,最终形成一定厚度的金属层。In the metal additive manufacturing industry, Laser Melting Deposition (LMD) technology has been paid more and more attention. The principle of LMD technology is that the powder feeder sends the metal powder to the nozzle of the laser processing head. After passing through the nozzle, the powder gathers on the working surface. The laser is focused on the working surface through the collimating lens and focusing lens to form a molten pool, and the metal powder is rapidly melted in the molten pool. metal layer.
工作面处的粉末密度分布与激光功率密度分布的匹配情况,对成形质量和粉末利用率的影响巨大。为了改进送粉喷嘴,提高光粉匹配程度,进而提高成形质量和粉末利用率,就必须对工作面处的粉末密度分布进行测量。但是目前对此问题尚没有好的解决方案。The matching of the powder density distribution at the working face with the laser power density distribution has a huge impact on the forming quality and powder utilization. In order to improve the powder feeding nozzle, improve the matching degree of optical powder, and then improve the forming quality and powder utilization rate, it is necessary to measure the powder density distribution at the working surface. But there is currently no good solution to this problem.
发明内容SUMMARY OF THE INVENTION
本发明的目的在于针对现有技术对金属增材制造过程中工作面处的粉末密度分布不能有效获取的问题,提供一种粉末密度分布的观测装置及图像处理和喷嘴优化方法。The purpose of the present invention is to provide an observation device, image processing and nozzle optimization method for powder density distribution in view of the problem that the prior art cannot effectively obtain the powder density distribution at the working surface during the metal additive manufacturing process.
为了实现上述目的,本发明采用的技术方案为:In order to achieve the above object, the technical scheme adopted in the present invention is:
一种粉末密度分布的观测装置,包括主体支架,主体支架由底板以及安装在底板上的立柱组成,底板上设置粉末收集盒,粉末收集盒的上方设置送粉喷嘴,粉末通过送粉喷嘴形成粉束向下喷出,粉末收集盒用于呈接喷出的粉末;送粉喷嘴的上方设置相机,相机通过向下设置的镜头经过伸缩护罩衔接送粉喷嘴的尾端,伸缩护罩能够防止周围的光线进入镜头,所述的镜头、伸缩护罩及送粉喷嘴布置在同一条轴线上;所述的相机、镜头、伸缩护罩以及送粉喷嘴通过立柱进行安装,在送粉喷嘴下方的立柱上设置线光源,线光源的光线发射方向与粉束喷出方向垂直;送粉喷嘴通过适配器与立柱连接,适配器能够调整送粉喷嘴的高度,使线光源与送粉喷嘴的距离等于激光加工头的工作距离,线光源的光线发射面为工作面。An observation device for powder density distribution includes a main body bracket, the main body bracket is composed of a bottom plate and a column mounted on the bottom plate, a powder collecting box is arranged on the bottom plate, a powder feeding nozzle is arranged above the powder collecting box, and the powder is formed into powder through the powder feeding nozzle. The beam is sprayed downward, and the powder collection box is used to collect the sprayed powder; a camera is set above the powder feeding nozzle, and the camera is connected to the tail end of the powder feeding nozzle through the telescopic shield through the lens set downward. The surrounding light enters the lens, and the lens, the telescopic shield and the powder feeding nozzle are arranged on the same axis; the camera, the lens, the telescopic shield and the powder feeding nozzle are installed through the column, and the lens below the powder feeding nozzle is installed. A line light source is set on the column, and the light emission direction of the line light source is perpendicular to the powder beam ejection direction; the powder feeding nozzle is connected to the column through an adapter, and the adapter can adjust the height of the powder feeding nozzle, so that the distance between the line light source and the powder feeding nozzle is equal to the laser processing. The working distance of the head, the light emitting surface of the line light source is the working surface.
作为优选,在本发明粉末密度分布的观测装置一种实施方式当中,所述的伸缩护罩能够随送粉喷嘴位置的移动进行伸缩,伸缩范围大于适配器的上下运动范围。Preferably, in an embodiment of the powder density distribution observation device of the present invention, the telescopic shield can expand and contract with the movement of the powder feeding nozzle, and the expansion and contraction range is greater than the up and down movement range of the adapter.
作为优选,在本发明粉末密度分布的观测装置一种实施方式当中,所述的伸缩护罩经过适配器与送粉喷嘴的尾端衔接,适配器的上端面与伸缩护罩连接,下端面与送粉喷嘴连接,上下端面之间加工有镜头能够观测的通孔。Preferably, in an embodiment of the powder density distribution observation device of the present invention, the telescopic shield is connected to the tail end of the powder feeding nozzle through an adapter, the upper end face of the adapter is connected to the telescopic shield, and the lower end face is connected to the powder feeding nozzle. The nozzle is connected, and a through hole that can be observed by the lens is processed between the upper and lower end faces.
作为优选,在本发明粉末密度分布的观测装置一种实施方式当中,所述的相机、适配器以及线光源连接工控机;所述的工控机用于控制适配器上下移动、控制线光源发射所需的光线、获取相机采集到的图像并进行保存和处理。Preferably, in an embodiment of the powder density distribution observation device of the present invention, the camera, the adapter and the line light source are connected to an industrial computer; the industrial computer is used to control the up and down movement of the adapter and control the emission of the line light source. Light, acquire the image captured by the camera and save and process it.
作为优选,在本发明粉末密度分布的观测装置一种实施方式当中,所述的线光源所发射光线的功率不小于1mW,线宽不大于5mm,线光源的波段应包含在相机的响应波段内。Preferably, in an embodiment of the powder density distribution observation device of the present invention, the power of the light emitted by the line light source is not less than 1 mW, the line width is not more than 5 mm, and the wavelength band of the line light source should be included in the response band of the camera. .
作为优选,在本发明粉末密度分布的观测装置一种实施方式当中,所述的适配器的重复定位精度≤0.5mm。Preferably, in an embodiment of the device for observing powder density distribution of the present invention, the repeatability of the adapter is ≤0.5 mm.
本发明还提供了一种粉末密度分布的图像处理方法,基于所述的粉末密度分布的观测装置,首先通过相机采集多张照片,将多张照片对应像素点的RBG值叠加求平均值,将该平均值赋到一个新的图像中;设该新图像的像素点为n个,然后求取所有像素点中R的最大值、G的最大值、B的最大值,记为Rmax、Gmax、Bmax,求取比例系数αr=255/Rmax,αg=255/Gmax,αb=255/Bmax。最后对新图像的每个像素点的R乘以αr,对新图像的每个像素点的G乘以αg,对新图像的每个像素点的B乘以αb,获得最终处理后的图片。The present invention also provides an image processing method for powder density distribution. Based on the observation device for powder density distribution, firstly, a camera is used to collect multiple photos, and the RBG values of the corresponding pixel points of the multiple photos are superimposed to obtain an average value. The average value is assigned to a new image; let the number of pixels in the new image be n, and then find the maximum value of R, the maximum value of G, and the maximum value of B in all the pixels, denoted as Rmax, Gmax, For Bmax, the proportional coefficients αr=255/Rmax, αg=255/Gmax, and αb=255/Bmax are obtained. Finally, the R of each pixel of the new image is multiplied by αr, the G of each pixel of the new image is multiplied by αg, and the B of each pixel of the new image is multiplied by αb to obtain the final processed image.
本发明还提供了一种送粉喷嘴的优化设计方法,按照所述的粉末密度分布的图像处理方法,通过调整送粉喷嘴的高度,获取激光加工头工作面之外的其他横截面处的粉末密度分布,综合激光加工头工作面及其它上下位置的粉末分布情况优化送粉喷嘴的设计。The present invention also provides a method for optimizing the design of a powder feeding nozzle. According to the image processing method for the powder density distribution, by adjusting the height of the powder feeding nozzle, the powder at other cross-sections other than the working surface of the laser processing head can be obtained. Density distribution, optimize the design of the powder feeding nozzle by synthesizing the powder distribution on the working face of the laser processing head and other upper and lower positions.
相较于现有技术,本发明粉末密度分布的观测装置具有以下的有益效果:通过线光源发射与粉束喷出方向垂直的光线,线光源将粉末照亮,通过相机由送粉喷嘴的上方沿喷射方向竖直向下拍摄线光源照亮的平面,由于线光源与送粉喷嘴的距离等于激光加工头的工作距离,线光源的光线发射面为工作面,故而能够得到激光加工头工作面的粉末密度分布。本发明的送粉喷嘴通过适配器与立柱连接,适配器在主体上进行上下运动可以由任意一种直线运动系统来实现,通过适配器能够方便的调整送粉喷嘴高度。镜头经过伸缩护罩衔接送粉喷嘴的尾端,伸缩护罩能够随适配器上下移动并防止周围的光线进入镜头。本发明能够准确的反映出激光加工头加工时喷嘴实际的工作情况,调节灵活,采集到的图像清晰。Compared with the prior art, the observation device for powder density distribution of the present invention has the following beneficial effects: the line light source emits light perpendicular to the spraying direction of the powder beam, the line light source illuminates the powder, and the camera is passed from above the powder feeding nozzle. The plane illuminated by the line light source is shot vertically downward along the ejection direction. Since the distance between the line light source and the powder feeding nozzle is equal to the working distance of the laser processing head, and the light emitting surface of the line light source is the working surface, the working surface of the laser processing head can be obtained. powder density distribution. The powder feeding nozzle of the present invention is connected with the upright column through an adapter, the up and down movement of the adapter on the main body can be realized by any linear motion system, and the height of the powder feeding nozzle can be adjusted conveniently through the adapter. The lens is connected to the rear end of the powder feeding nozzle through a telescopic shield, which can move up and down with the adapter and prevent surrounding light from entering the lens. The invention can accurately reflect the actual working conditions of the nozzles during processing by the laser processing head, and the adjustment is flexible, and the collected images are clear.
相较于现有技术,本发明的图像处理方法,首先由相机采集多张照片,最终的图像是由多张图片合成的,对各个像素点的RBG值,求取其平均值,赋在新的图像上,再通过求取新图像上各个点RBG中的最大RBG与255的比例,将各个像素点的RGB值乘以上述比例值,从而将图像调亮,获得最终的图片,清晰反映了特定横截面处的粉末密度分布情况。Compared with the prior art, in the image processing method of the present invention, the camera first collects multiple photos, and the final image is synthesized from multiple photos. On the image of the new image, by calculating the ratio of the maximum RBG and 255 in the RBG of each point on the new image, the RGB value of each pixel is multiplied by the above ratio value, so as to brighten the image and obtain the final picture, which clearly reflects the Powder density distribution at a specific cross-section.
相较于现有技术,本发明送粉喷嘴的优化设计方法中,对工作面处的粉末密度分布拍摄结束后,根据需要对其他横截面处的粉末密度分布进行观测,提高优化设计依据的准确性。Compared with the prior art, in the optimization design method of the powder feeding nozzle of the present invention, after the powder density distribution at the working surface is photographed, the powder density distribution at other cross-sections is observed as required, so as to improve the accuracy of the optimization design basis. sex.
附图说明Description of drawings
为了更清楚地说明本发明的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solutions of the present invention more clearly, the following briefly introduces the accompanying drawings used in the description of the embodiments. Obviously, the accompanying drawings in the following description are some embodiments of the present invention, which are common in the art. As far as technical personnel are concerned, other drawings can also be obtained based on these drawings without any creative effort.
图1本发明观测装置的结构示意图;Fig. 1 is the structural schematic diagram of the observation device of the present invention;
图2本发明相机直接拍摄的效果图:(a)~(d)分别为四个不同时刻的拍摄图像;Fig. 2 is the effect diagram of the direct shooting of the camera of the present invention: (a)~(d) are the shooting images at four different moments respectively;
图3本发明在粉束焦点处拍摄20张图片处理后得到的粉末密度分布图;Fig. 3 is the powder density distribution diagram obtained after the present invention takes 20 pictures at the powder beam focus;
图4本发明在粉束焦点上方2mm处拍摄20张图片处理后得到的粉末密度分布图;Fig. 4 is the powder density distribution diagram obtained after taking 20 pictures at 2mm above the powder beam focus according to the present invention;
图5本发明在粉束焦点上方4mm处拍摄20张图片处理后得到的粉末密度分布图;Fig. 5 is the powder density distribution diagram obtained after the present invention takes 20 pictures at 4 mm above the powder beam focus;
附图中:1-相机;2-镜头;3-伸缩护罩;4-适配器;5-送粉喷嘴;6-粉束;7-线光源;8-粉末收集盒;9-主体支架;10-工控机。In the drawings: 1-camera; 2-lens; 3-retractable shield; 4-adapter; 5-powder feeding nozzle; 6-powder beam; 7-line light source; 8-powder collection box; 9-main body bracket; 10 - Industrial computer.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明的一部分实施例,而不是全部的实施例。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments.
基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动的前提下所获得的所有其他实施例,也都属于本发明保护的范围。Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work also fall within the protection scope of the present invention.
参见图1,本发明所提供的一种粉末密度分布的观测装置包括支撑装置,该实施例中支撑装置采用由底板以及安装在底板上的立柱组成的主体支架9,底板上设置粉末收集盒8,通过立柱安装相机1、镜头2、伸缩护罩3、适配器4、送粉喷嘴5及线光源7。Referring to FIG. 1 , an observation device for powder density distribution provided by the present invention includes a support device. In this embodiment, the support device adopts a
送粉喷嘴5设置在粉末收集盒8的上方,粉末通过送粉喷嘴5形成粉束6向下喷出,粉末收集盒8用于呈接喷出的粉末。送粉喷嘴5的上方设置相机1,相机1通过向下设置的镜头2经过伸缩护罩3衔接送粉喷嘴5的尾端,镜头2、伸缩护罩3及送粉喷嘴5布置在同一条轴线上。在送粉喷嘴5下方的立柱上设置线光源7,线光源7的光线发射方向与粉束6喷出方向垂直。送粉喷嘴5通过适配器4与立柱连接,适配器4能够调整送粉喷嘴5的高度,线光源7与送粉喷嘴5的距离等于激光加工头的工作距离,线光源7的光线发射面为工作面。The powder feeding nozzle 5 is arranged above the
伸缩护罩3为不透光材料,防止光线从护罩周围进入镜头;并且,伸缩护罩3可以进行伸缩,伸缩范围大于适配器4的上下运动范围。伸缩护罩3经过适配器4与送粉喷嘴5的尾端衔接,衔接面紧密,并且拆装方便,适配器4可由工控机控制,适配器4的上端面与伸缩护罩3连接,下端面与送粉喷嘴5连接,上下端面之间加工有镜头2能够观测的通孔。The
本发明的线光源7可以是可见光光源,也可以是不可见光光源,功率不小于1mW,线宽不大于5mm。线光源7的波段应包含在相机1的响应波段内。The line
可根据线光源7选择相机1,也可以根据相机1选择匹配的线光源7。The
本发明的观测装置在使用时,首先,将线光源7固定在一定高度,位置不变。打开线光源7与相机1,进入观测状态。当送粉器打开后,粉末通过喷嘴5喷出,形成粉束6。此时,即可在相机1中观测到粉束该横截面处的粉末汇聚情况。通过工控机10上下移动适配器4(适配器4的重复定位精度≤0.5mm),带动喷嘴5进而带动粉束进行位置调整,使得线光源7与送粉喷嘴5的距离等于激光加工头的工作距离,则观测到的横截面为工作面。When the observation device of the present invention is used, first, the line
本发明粉末密度分布的图像采集到之后可以由以下处理方法获得清晰度优化:将多张照片对应像素点的RBG值叠加求平均值,将该平均值赋到一个新的图像中。设该新图像的像素点为n个,求取所有像素点中R的最大值、G的最大值、B的最大值,记为Rmax、Gmax、Bmax,求取比例系数αr=255/Rmax,αg=255/Gmax,αb=255/Bmax。对新图像的每个像素点的R,乘以αr,对新图像的每个像素点的G,乘以αg,对新图像的每个像素点的B,乘以αb。获得最终处理后的图片,该图片即能够清晰反映粉末密度分布情况。After the image of the powder density distribution of the present invention is collected, the following processing method can be used to obtain the definition optimization: the RBG values of the corresponding pixels of multiple photos are superimposed to obtain an average value, and the average value is assigned to a new image. Suppose the number of pixels of the new image is n, find the maximum value of R, the maximum value of G, and the maximum value of B in all pixels, denoted as Rmax, Gmax, Bmax, and obtain the proportional coefficient αr=255/Rmax, αg=255/Gmax, αb=255/Bmax. Multiply the R of each pixel of the new image by αr, the G of each pixel of the new image by αg, and the B of each pixel of the new image by αb. Obtain the final processed picture, which can clearly reflect the powder density distribution.
在对送粉喷嘴进行优化设计时,本发明对工作面处的粉末密度分布拍摄结束后,根据需要,对其他横截面处的粉末密度分布进行观测与图像处理,用来支撑送粉喷嘴的优化设计。When the powder feeding nozzle is optimally designed, after the powder density distribution at the working surface is photographed, the powder density distribution at other cross-sections is observed and image-processed as needed, so as to support the optimization of the powder feeding nozzle. design.
本发明的装置由相机直接拍摄的粉斑,如图2(a)~图2(d)所示。The powder spots directly photographed by the camera of the device of the present invention are shown in Figures 2(a) to 2(d).
在粉束焦点处通过相机1采集20张图片,经过图像处理之后的效果如图3所示。20 pictures are collected by
在该实施例当中,参见图4-5,通过适配器4调整送粉喷嘴5的高度,通过采集和处理得到了粉束焦点上方2mm处的粉末密度分布图以及粉束焦点上方4mm处的粉末密度分布图。In this embodiment, referring to Figures 4-5, the height of the powder feeding nozzle 5 is adjusted through the
测量结果能够很清晰的反映不同横截面处的粉末密度分布。The measurement results can clearly reflect the powder density distribution at different cross-sections.
以上所述,仅为本发明较佳的实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明披露的技术范围内,可轻易想到的变化或替换,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应该以权利要求书的保护范围为准。The above is only a preferred embodiment of the present invention, but the protection scope of the present invention is not limited to this. Any person skilled in the art can easily think of changes or substitutions within the technical scope disclosed by the present invention. , all should be covered within the protection scope of the present invention. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911040199.XA CN110823758A (en) | 2019-10-29 | 2019-10-29 | Observation device for powder density distribution and image processing and nozzle optimization method |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201911040199.XA CN110823758A (en) | 2019-10-29 | 2019-10-29 | Observation device for powder density distribution and image processing and nozzle optimization method |
Publications (1)
Publication Number | Publication Date |
---|---|
CN110823758A true CN110823758A (en) | 2020-02-21 |
Family
ID=69551043
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201911040199.XA Pending CN110823758A (en) | 2019-10-29 | 2019-10-29 | Observation device for powder density distribution and image processing and nozzle optimization method |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110823758A (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114486902A (en) * | 2021-12-03 | 2022-05-13 | 平方和(北京)科技有限公司 | Quality detection system and method |
DE102021208745A1 (en) | 2021-08-11 | 2023-02-16 | Trumpf Laser- Und Systemtechnik Gmbh | Process and device for powder injection monitoring during laser cladding |
Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5396333A (en) * | 1992-05-21 | 1995-03-07 | General Electric Company | Device and method for observing and analyzing a stream of material |
JP2000019057A (en) * | 1998-07-06 | 2000-01-21 | Bridgestone Corp | Method for detecting spray state of particle and apparatus therefor |
CN1464288A (en) * | 2002-06-05 | 2003-12-31 | 中国科学技术大学 | Particle field total-field measurement process and apparatus based on laser sheet optical image-forming |
JP2004361291A (en) * | 2003-06-05 | 2004-12-24 | Masaaki Kawahashi | Droplet state measuring device and state measuring method |
CN1991967A (en) * | 2005-12-29 | 2007-07-04 | Lg.菲利浦Lcd株式会社 | Apparatus and method for driving liquid crystal display device |
DE102011009345B3 (en) * | 2011-01-25 | 2012-08-02 | Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. | Method and device for detecting a particle density distribution in the jet of a nozzle |
CN103760142A (en) * | 2014-01-14 | 2014-04-30 | 中国科学院工程热物理研究所 | Optical measuring method and device for spatial distribution of liquid droplets of fuel nozzle |
CN104181083A (en) * | 2014-08-27 | 2014-12-03 | 天津商业大学 | Spray characteristic parameter detection device and method |
CN104865171A (en) * | 2015-06-04 | 2015-08-26 | 南京林业大学 | System for dynamically testing nozzle-atomized three-dimensional liquid drop particle size spectra and application method for system |
CN110340363A (en) * | 2019-05-16 | 2019-10-18 | 西北工业大学 | A detection device and method for light-powder interaction in synchronous powder-feeding laser additive manufacturing |
-
2019
- 2019-10-29 CN CN201911040199.XA patent/CN110823758A/en active Pending
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5396333A (en) * | 1992-05-21 | 1995-03-07 | General Electric Company | Device and method for observing and analyzing a stream of material |
JP2000019057A (en) * | 1998-07-06 | 2000-01-21 | Bridgestone Corp | Method for detecting spray state of particle and apparatus therefor |
CN1464288A (en) * | 2002-06-05 | 2003-12-31 | 中国科学技术大学 | Particle field total-field measurement process and apparatus based on laser sheet optical image-forming |
JP2004361291A (en) * | 2003-06-05 | 2004-12-24 | Masaaki Kawahashi | Droplet state measuring device and state measuring method |
CN1991967A (en) * | 2005-12-29 | 2007-07-04 | Lg.菲利浦Lcd株式会社 | Apparatus and method for driving liquid crystal display device |
DE102011009345B3 (en) * | 2011-01-25 | 2012-08-02 | Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. | Method and device for detecting a particle density distribution in the jet of a nozzle |
CN103760142A (en) * | 2014-01-14 | 2014-04-30 | 中国科学院工程热物理研究所 | Optical measuring method and device for spatial distribution of liquid droplets of fuel nozzle |
CN104181083A (en) * | 2014-08-27 | 2014-12-03 | 天津商业大学 | Spray characteristic parameter detection device and method |
CN104865171A (en) * | 2015-06-04 | 2015-08-26 | 南京林业大学 | System for dynamically testing nozzle-atomized three-dimensional liquid drop particle size spectra and application method for system |
CN110340363A (en) * | 2019-05-16 | 2019-10-18 | 西北工业大学 | A detection device and method for light-powder interaction in synchronous powder-feeding laser additive manufacturing |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102021208745A1 (en) | 2021-08-11 | 2023-02-16 | Trumpf Laser- Und Systemtechnik Gmbh | Process and device for powder injection monitoring during laser cladding |
CN114486902A (en) * | 2021-12-03 | 2022-05-13 | 平方和(北京)科技有限公司 | Quality detection system and method |
CN114486902B (en) * | 2021-12-03 | 2024-02-06 | 平方和(北京)科技有限公司 | Quality detection system and method |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN112959329B (en) | An Intelligent Control Welding System Based on Vision Measurement | |
CN101486124B (en) | Multi-structured light binocular composite vision weld joint tracking method and device | |
CN108274002A (en) | A kind of laser gain material manufacture synchronous monitoring system | |
CN110823758A (en) | Observation device for powder density distribution and image processing and nozzle optimization method | |
CN101726257B (en) | Multiple eye large range laser scanning measurement method | |
CN103728315B (en) | Heavy-calibre element surface detection apparatus and damage accordingly method for rapidly positioning | |
JP6231568B2 (en) | Method of inspecting a lens barrel drive device with a device capable of quickly and fully measuring the lens barrel drive device | |
CN106017312B (en) | Structured light triangulation automatic calibration system and calibration method | |
CN106468572B (en) | Articulated robot dynamic property evaluation system | |
CN103983203A (en) | Laser-cladding molten pool defocusing quantity measuring device and measuring method | |
CN209156612U (en) | A kind of remote auto laser cleaning system | |
CN114838668B (en) | Tunnel displacement monitoring method and system | |
CN102230758A (en) | Method and device for testing tracking stability precision during travel of self-propelled gun | |
JP7370106B1 (en) | Robot and its linear movement control method, data processing equipment | |
CN114029611A (en) | A direct galvanometer correction system and correction method | |
CN111798477B (en) | Molten pool monitoring method based on visual technology | |
CN109541626B (en) | Target plane normal vector detection device and detection method | |
CN113280790B (en) | Building mapping device based on laser positioning | |
CN201173768Y (en) | Non-contact measurement device for measuring motion state red and hot metal outer diameter and size defect | |
CN113393415B (en) | Visual measurement system for cleaning surface defects of continuous casting billet and path planning method | |
CN206113857U (en) | System for measuring plane LED fluorescent coating volume | |
CN204228119U (en) | A kind of laser melting coating molten bath defocusing amount measurement mechanism | |
CN209167148U (en) | A kind of detection device of pad pasting product | |
CN108288285B (en) | A three-dimensional panoramic scanning system and method based on omnidirectional ring | |
CN102778980A (en) | Fusion and interaction system for extra-large-breadth display contact |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20200221 |