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Modeling method of molten-pool light intensity data field detected by photodiode

A technology of photodiode and modeling method, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as inability to correspond, high cost, inability to observe and compare changes in molten pool intuitively, and achieve easy promotion Effect

Active Publication Date: 2018-09-07
NANJING UNIV OF SCI & TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Photodiode detection of molten pool light intensity is a mature method for online detection of molten pool. It can reflect the current light intensity information of molten pool in real time by converting the optical radiation signal of the molten pool during the melting process of the material into a voltage signal. Compared with high Due to the high cost and difficulty of promotion of detection methods such as frequency cameras and infrared thermal imaging cameras, photodiode online monitoring is an economical and effective detection method. However, the information obtained by photodiode detection is a signal in the voltage time domain, which cannot be compared with the spatial domain The molten pool size, temperature and other information directly correspond to each other, and it is impossible to visually observe and compare the changes of the molten pool on the entire processing plane.

Method used

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  • Modeling method of molten-pool light intensity data field detected by photodiode

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Embodiment 1

[0031] Adopt the laser power of 140W, 160W, 180W and 200W respectively to carry out ceramic SLM forming experiment, use photodiode to carry out online detection of melting pool light intensity in this process, and use the modeling method of the present invention to analyze the light intensity data of the 4th layer melting pool Modeling to obtain the melt pool data field model, such as image 3 As shown, (a) to (d) are the modeling results when the laser power is 140W, 160W, 180W and 200W, respectively. It can be clearly seen that the distribution and change of the molten pool light intensity in the spatial domain.

Embodiment 2

[0033] In the experiment of studying the thermal behavior of the ceramic SLM molten pool, some specimens had obvious dents, such as Figure 4 As shown, (a) and (b) are the surface morphology diagrams of two ceramic specimens with different concave positions respectively, using the mapping algorithm to establish the molten pool data field model based on the light intensity data of the molten pool detected by the photodiode, as shown in Figure 5 Shown, where (a), (b) are corresponding to Figure 4 (a) and (b) the results of modeling the molten pool light intensity data field. It can be found that the signal intensity of the diode at the position where the dent appears is significantly enhanced compared to other positions. The voltage signal detected by the photodiode is transformed into a graphic display in the space domain through the data field modeling method. Compared with the original value and fluctuation of the voltage, the position and size of the defect can be determi...

Embodiment 3

[0035] In the experiment of studying the thermal behavior of the ceramic SLM molten pool, macroscopic cracks were artificially created on the substrate. Under the conditions of forming parameters such as laser power 120W, scanning speed 90mm / s, and powder layer thickness 50μm, in the presence A ceramic forming layer is obtained by SLM technology on the cracked substrate. The entire forming process is monitored by the designed molten pool light intensity monitoring system, and then the molten pool light intensity data field model is obtained through the data field modeling method, as shown in Image 6 , where (a1) and (b1) are the bottom and front morphological diagrams of a ceramic specimen respectively, and (c1) is the modeling effect diagram of the molten pool light intensity data field of the ceramic specimen; (a2), (b2 ) are the bottom and front morphological diagrams of another ceramic specimen, and (c2) is the modeling effect diagram of the molten pool light intensity da...

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Abstract

The invention discloses a modeling method of a molten-pool light intensity data field detected by a photodiode. The method comprises the steps of: grid dividing, wherein regular grid dividing is carried out on a machining cross-section of each layer of a forming member according to sampling frequency of a detecting circuit to enable each grid to correspond to a coordinate value; matrix establishment, wherein a two-dimensional matrix is established, and each unit of the matrix corresponds to a cross-section grid position; coordinate correspondence, wherein molten-pool light intensity data are enabled to correspond to coordinate data of the cross-section grid positions according to laser scanning speed, and the corresponding matrix units are filled with the molten-pool light intensity data;and image display, wherein molten-pool light intensity data values in the two-dimensional matrix are converted into spatial-domain visualization signals. According to the method, distribution and variation of molten-pool light intensity on the forming layer can be intuitively observed, difference of the molten-pool light intensity can be reflected according to difference of RGB colors, generationof defects such as holes, depressions and cracks can be distinguished, and research of defect generation mechanisms and an effect of realizing online feeding-back through adjusting laser parameters are facilitated. The method is simple and versatile, and easy to promote.

Description

1. Technical field [0001] The invention belongs to the technical field of data image processing, in particular to a method for modeling a melting pool light intensity data field detected by a photodiode. 2. Background technology [0002] Selective Laser Melting / Selective Laser Sintering (SLM / SLS) is an additive manufacturing technology developed in recent years. Forming parts with specific geometric shapes has the advantages of high precision, high material utilization, good compactness of parts, and simple process. Metal materials have been maturely applied in this technical field, but defects such as warpage and deformation are still common problems in the forming process. The SLM / SLS forming technology of ceramic materials is in the research stage, and defects such as cracks and pores that affect the performance of parts need to be resolved urgently. The SLM / SLS forming process was studied from the thermal behavior of the molten pool. Monitoring the molten pool during ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50
CPCG06F30/367
Inventor 刘婷婷闫以帅廖文和张长东张凯杜道中
Owner NANJING UNIV OF SCI & TECH