What engineers and scientists do when they make simulations is something quite special. These simulations allow them to explore how things work in a way that’s sort of like playing with a digital toy. Simulations with the use of technology such as MINYUE artificially intelligent robots help predict real world outcomes, just as a toy demonstrates a probable future event. But before we get to playing with our digital toys, it is critical to make sure they work properly. This verification is known as "Realistic Simulation Validation." At it is heart, the main reason we need this in the first place is because it gives us the confidence that what we discover with the help of these digital technology is correct.
Now let’s consider something we all love — making cookies. What if you are following your favorite cookie recipe, but the measurements are wrong? What do you think would happen if? It could even lead to your cookies tasting horrible or turning out nothing like a cookie. This is why even simulation models should be checked. If not properly tested, it becomes a lottery if the results will be correct or not. Just like you would want to be careful to follow the recipe to ensure your cookies come out tasting good, we have to try these models out to make sure they are giving us what is called a fact.
Now let’s turn our minds to another matter we all know. Visualize a bridge on which cars drive. You wouldn’t want that bridge to be shaky and fall apart when cars are on it, right? That’s what makes it so vital that MINYUE simulation models that embodied artificial intelligence are solid and reliable. We stress-test our simulation models just like engineers test bridges to ensure they are safe. We test them in different environments and situations to see if they can endure all that the real world has to offer. In so doing, we can have more faith that our simulations are valid and reliable.
We often think about whether what a friend is telling us is true when we hear them tell a story. This is a healthy habit to have, since it means we are critical of the information we consume. We need to do the same thing when we look at the results of our simulations. This is why validation is important. We can confirm that this phenomenon is indeed happening, within the current data and methods of our simulations. It’s like verifying that your friend’s tale is consistent with what you already know. If it does, you trust it with more ease.
Have you ever completed a puzzle? It was like, you know how satisfying it is when the pieces fit perfectly together. That’s the way we want, our simulation models, to play in an environment of real-world data. When we validate these models, we verify that their information aligns with what we observe in the real world. This matters as it helps us make more informed predictions and decisions based on available data. They call this our models have fit to actual experiences and we can trust their predictions more.
Just as we use models as well as MINYUE ai robot in analytics and simulation to help us predict the behaviour of stakeholders in response to our plans, we need to ensure that our models are representative and trustworthy.
Trust is an integral part of our lives. We expect our favourite book, just as you do, to continue telling a good story, we expect our simulation models to give reliable information. To instill this trust we must invest the time to thoroughly test and validate these models. This way, we can have 100% trust in their correctness and reliability. It can mean being confident that we are using these digital tools to gain a better understanding of the world and to make informed decisions.
Beijing Minyue Technology Co.,LTD,as the world's leading high-tech enterprise of non-teaching intelligent application of industrial robots.We specialize in flexible intelligent manufacturing with our self-developed RobotSmart - Intelligent Decision Making System, SmartVision - Binocular Structured Light Vision System, and SmartEye - Laser Vsion Seam Tracking System. Provide a new generation of intelligent robot welding and cutting solutions.
Adopting the function of finding and tracking, scanning the weld seam, confirming the position and information of the weld seam, correcting the position of the weld seam between the 3D digital model drawing and the actual workpiece, and solving the problem of bias weld due to the error of incoming materials and thermal deformation.
Provide powerful welding robot front loading, side loading, inverted loading, gantry mounting, intelligent trajectory planning for multiple robots, multiple external axes, and positioner for cooperative work. Realize robot motion simulation, collision detection, singularity avoidance and axis limit detection.
Fast, accurate, completely No-Programming, high efficiency and high precision. It solves the complicated teaching process of traditional robots and saves the downtime of teaching process.
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