How much do you know about smart manufacturing virtual simulation?
Virtual simulation for smart manufacturing is a method that uses computer technology to simulate and mimic the actual manufacturing process. Through virtual simulation technology, various situations and problems in the manufacturing process can be simulated in a computer environment, so as to detect and solve possible production bottlenecks and quality problems in advance.
Nowadays, intelligent manufacturing virtual simulation technology is widely used in the field of teaching and training. Through virtual simulation technology, students can simulate the real manufacturing process in a virtual environment, and learn and master relevant skills and knowledge. This teaching method can help students better understand the various aspects of the manufacturing process, improve their practical ability and problem-solving skills. At the same time, intelligent manufacturing virtual simulation can also help teachers better design teaching content and experimental projects, and improve teaching effectiveness. Therefore, the application of intelligent manufacturing virtual simulation in teaching and training is of great significance for cultivating students' practical ability and innovation ability.
Next, let's take a look at the four intelligent manufacturing virtual simulation software developed by Beijing OBIER: virtual simulation software for machine vision perception and control in smart factories, high-dimensional perception and digital twin virtual simulation software for high-speed trains, virtual simulation software for UAV crisis inspection, and virtual simulation experiment software for medical-engineering integration.
Virtual simulation software for machine vision perception and control in smart factories
The software has a mechanism model, with the real device as a reference, the simulation operation process is very similar to the real equipment operation process, and the simulation results are very close to the real system results, which can meet the needs of daily training, routine assessment and skill competition. In addition to simulating the operation of the equipment, the software is also equipped with theoretical knowledge displayed in FLASH animations, so that the operator can learn comprehensively and deeply.
High-dimensional perception and digital twin virtual simulation software for high-speed trains
Based on the intelligent monitoring technology, damage diagnosis and life prediction method and implementation process design experiment content of high-speed train bogie axle box bearing, the software selects axle box bearing structure and damage causes, fiber grating and ultrasonic guided wave detection principle, monitoring system construction and commissioning, damage diagnosis and life prediction as experimental steps, and uses 3D modeling, digital twin, animation, human-computer interaction and other technologies to design high-dimensional perception and digital twin virtual simulation experiment teaching project for high-speed trains.
Virtual simulation software for UAV crisis inspection
The system introduces the experimental background and experimental purpose of UAV crisis inspection through the combination of pictures and texts, introduces the flight principle of UAV and the principle of visual perception and recognition, and shows the shape and function of each structure of UAV through three-dimensional structural cognition. The user can control the drone to fly in the forest fire scene through the keyboard, and manually operate to complete the dangerous inspection task; the system supports the user to set the relevant control parameters of the drone, and the system simulates the control effect according to the parameters, and the user can select the appropriate parameters through the simulated control effect; the system simulates the process of visual recognition and perception deep learning through the forest fire recognition experiment, and the system can give the corresponding score and final evaluation according to the operation of each link of the experiment.
Medical-engineering integration virtual simulation experiment software
Based on the development of digital simulation operation platform, the process of data acquisition, data preprocessing, feature extraction and data classification is simulated in 3D. In the virtual system, students can set system parameters independently, and according to the obtained data, machine model training and deep model training can be carried out until the optimal results are obtained. At the same time, the training can further improve students' knowledge and understanding of inertial sensors and optical sensors, consolidate the theoretical knowledge they have learned, and strengthen their hands-on ability.