A new generation of AI+ and five-axis machine tools are expected to rise

1. A new generation of AI+ machine tools has given Chinese enterprises the opportunity to overtake on corners

VME-7807RC-414001 Since 2011, the development of information technology such as big data, cloud computing, and the Internet, and computing platforms such as graphics processors have promoted the rapid development of artificial intelligence technology represented by deep neural networks, greatly crossing the “technology gap” between science and application. Artificial intelligence technology, because it relies on more general mathematical principles, involves a wider range and can enter many fields. For many industrial enterprises, when they are not sure whether the results will bring benefits, they must make early investment. Uncertainty has a great impact on enterprise decision making. Although government policies have promoted a number of enterprises to try first, due to various reasons, at present, in the field of mechanical processing, there are still no large areas of experimental enterprises in the field of AI application to obtain better practice. ChatGPT led to a new wave of AI development. In 2020, OpenAI launched GPT-3, the model parameter scale reached 175 billion,VME-7807RC-414001  becoming the largest language model at the time. Subsequently, more strategies such as human feedback-based reinforcement learning (RHLF), code pre-training, and instruction fine-tuning began to emerge and were used to further improve reasoning and task generalization. In November 2022, ChatGPT equipped with GPT3.5 emerged from the world, rapidly triggering a new wave of AI with realistic natural language interaction and multi-scene content generation capabilities. In March 2023, the newly released large-scale multi-modal pre-training large model, GPT-4, has multi-modal understanding and multi-type content generation capabilities.

VME-7807RC-414001

Technically speaking, the core link of high-end CNC machine tools is to rely on artificial intelligence CNC system integrated AI chip, integrated AI algorithm, artificial intelligence, Internet of things and other new generation of intelligent technology and advanced manufacturing technology deep integration, follow the “independent perception – independent learning – independent decision-making – self-master execution” new model, so as to achieve true intelligence. With the continuous integration and development of the Internet, big data, cloud computing and a new generation of artificial intelligence technology and manufacturing technology, the rapid development of CNC VME-7807RC-414001 system intelligent technology, many CNC system enterprises have launched a CNC system with intelligent functions, which is characterized by: increasing the sensor, enhancing the ability to perceive the processing state, and realizing the convergence of machine tool processing data; Using artificial intelligence algorithms to mine the knowledge in the data, users can develop apps with the support of CNC system enterprises to achieve intelligent machine tool control. Siemens, Fanuc, Heidehan and other overseas enterprises have launched intelligent numerical control system, the domestic enterprise Huazhong Numerical control launched the Huazhong 9 intelligent numerical control system, to achieve quality improvement, process optimization, health protection and production management and other intelligent functions, making CNC machining “higher, faster, more intelligent”. The system is equipped with AI chip, which can realize real-time prediction and reasoning at millisecond level; It integrates dozens of intelligent applications and builds an open platform for customized artificial intelligence operation and development. With dynamic response simulation function: dynamic modeling, big data replication association, to achieve machine tool digital twins. Cord CNC also launched the installation of GNC62 CNC system five-axis vertical turning and milling complex machining center and five-axis horizontal milling complex machining center, the system supports digital twin, pitch error compensation, has a friendly human-computer interaction interface, support online monitoring and information integration, and has a powerful secondary development interface. The development of AI+ contributes to the intelligent development of the machine tool industry, and Chinese enterprises have the opportunity to achieve high-precision and high-performance machine tool technology breakthroughs through this opportunity, and corner overtaking is expected to be realized.