written 5.4 years ago by |
Traditional CAD software solutions are parametric, which demands extensive planning. This process is time-consuming as a single property can change the whole design, and eventually, it can slow down the work-flow.
Eventually, a geometric modelling system started playing a role in the architectural CAD to construct the geometrical models of the complex natural things with clustering techniques of Pattern Recognition. This, together with reasoning and decision making expertise, helped in speeding up the product design to a greater extent.
The combination is turning out to be a widely accepted trend these days.
AI uses computers in similar ways as human-level intelligence does. Machine learning or AI uses statistical data to construct the data from the machine. It enables the system to become smarter with the passage of time & knowledge.
Virtual reality, artificial intelligence, augmented reality; machine learning, are some of the technologies that are sure to play a significant role in the CAD systems.
CAD systems have been undergoing major changes in recent days due to the need to incorporate intelligence in them. With the incorporation of artificial intelligence (AI), the design lead time is cut drastically. It helps in building a practical knowledge-based design system.
CAD today covers several engineering functions ranging from simple drawings to 3D models. With the incorporation of AI, the process of designing becomes a bit easier with AI taking the lead to integrate the manufacturing aspects or the engineering aspects, predict and perform the tasks with its own intelligence. This suits all types of design, whether it is a new design, or an innovative design, or a routine design.
AI is capable of storing knowledge, and this knowledge-based information, when incorporated with CAD/CAM procedure, automates several functions.
The AI algorithm can itself make the required changes in the design without the intervention of the humans.
The testing and simulations process can be completed with the help AI, which majorly cuts down the design time.
The implementation of CAD with AI technology is capable of delivering ergonomic engineering.
The Integration of AI and CAD can boost product development & designing procedure with powered knowledge and reasoning capabilities. It has fundamentally impacted the usage and utility of CAD system. While the best CAD software solutions started as a simple tool, it is now incredibly advanced with complex features allowing the users to perform various tasks that are otherwise not possible via a conventional method. AI is one trend that is pushing the power of CAD further. Some of the best CAD Software solutions have included Artificial Intelligence.