Application of machine vision in detecting the presence or absence of threads in automotive parts

Application of machine vision in detecting the presence or absence of threads in automotive parts

Application of machine vision in detecting the presence or absence of threads in automotive parts

With the development of modern industry, threads, as a widely used mechanical component, have reliable connections and play an important role in mechanical connections and transmissions due to their ease of assembly and disassembly.


机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

In the field of modern automobile manufacturing, the thread of components is the most basic, widely used, and standardized connection technology in the automobile assembly process. The reliability of the thread connection structure is related to the overall performance of the automobile, especially the high-strength thread connection structure of the chassis and other parts, which is also related to the driving safety of the automobile.

 

In this issue, Xiao Ming will share Meiji Sensing's machine vision sensor solution for thread detection on car chassis covers~

 

Project Requirements

In this project, we want to use visual sensors to measure the presence of internal threads in screw holes on product components and whether the end surfaces of the holes have been cut and polished.

Require the ability to accurately detect whether there are threads in the screw holes of product components; Accurately identify whether there are threads in the screw hole. If there are threads, execute the OK signal and the product enters the next process for inspection; If there are no threads or openings in the screw hole, output an alarm signal to the mechanical actuator to remove defective products.

 

 

Key points analysis

1. Front height difference hole detection/cutting inspection

 

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

 

The detection at this workstation involves a camera simultaneously detecting two holes, and there is a height difference of about 5cm and a significant difference in hole size between the two holes. Depth of field needs to be considered when imaging.

 

2. Side single convex hole detection

Single hole detection, with larger dimensions

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

 

Two holes with significant deviation in side angle

The two holes protrude in two directions, and the size difference of the holes is not significant.

 

Introduction to Testing Scheme

Using the Meiji VG-BR050-DA12 visual sensor solution, 20000 products were tested and tested with zero abnormalities; It has been officially put into use in large quantities.

 

1. Cutting detection station for the front face

The light source should be facing the workpiece, and the camera light source and workpiece should be kept as perpendicular as possible.

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

Installation structure diagram of visual sensor

 

2. Single hole detection and detection stations with different directions for two holes

Installation distance is 200 meters; 20mm, The installation angle (high angle) between the camera and the workpiece needs to be determined based on the actual installation position. Hole detection with segment difference, installation distance at 270± 20mm, The installation angle between the camera and the workpiece needs to be determined based on the actual installation position

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

Installation structure diagram of visual sensor

 

   Visual sensor imaging effect    

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

 ✔ OK 

 

High and low segment difference hole (threaded)

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

❌ NG

 

High and low segment difference hole (without threads)

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

✔ OK

 

Two holes with significant angle difference (threaded)

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

✔ OK

 

Single raised hole on the side (threaded)

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

✔  OK, the red box indicates that it has been cut

 

❌  NG yellow box indicates no cutting

机器视觉传感器在『检测汽车零件螺纹有无』的应用。在现代汽车制造领域中,零部件的螺纹是汽车装配过程中最基础、应用最广泛、标准化程度最高的连接技术,螺纹连接结构的可靠性关系到汽车的总体性能好坏,特别底盘等部位的高强度螺纹连接结构,更是关系到汽车的行驶安全性。本期小明就来分享明治传感的机器视觉传感器方案在汽车机箱盖上的螺纹检测~

 

 

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