Kaos independently develops COSMO-GPT to create the 'most powerful brain' for industrial AI

"Complete the assembly of the equipment!" At the instruction of the R&D personnel, the two robotic arms on the production line quickly used 3D scanning technology to accurately locate the parts, and automatically matched the assembly process according to the model of the parts, completing the equipment in an orderly manner. flexible assembly.

In the laboratory of Kaos Industrial Intelligence Research Institute, R&D personnel demonstrated some of its functions by connecting the large industrial model COSMO-GPT to the robotic arm. It is understood that COSMO-GPT, a large industrial model independently developed by COSMO Plat, was officially launched a few days ago and is committed to becoming the "most powerful brain" of industrial AI.

Three key capabilities to create the “most powerful brain” of industrial AI

Facing the new integration of artificial intelligence and industrial development, Wu Hequan, an academician of the Chinese Academy of Engineering, said that to effectively invest large models in urban development, industrial manufacturing and other fields, professional enterprises and organizations are needed to accelerate their implementation in the real industry and provide the industry with urgent needs. Bring real value.

As the top cross-industry and cross-field industrial Internet platform of the Ministry of Industry and Information Technology for five consecutive years, COSMO Plat has independently developed the "lightweight" industrial large model COSMO-GPT. Currently, in order to provide more universal intelligent services to the industrial field and accelerate the implementation of large models in real industries, the industrial large model COSMO-GPT has formed three key capabilities in the intelligent middle-end of industrial enterprises.

1. The intelligent middle platform of industrial enterprises understands industry best

According to the R&D personnel, the large industrial model COSMO-GPT integrates in-depth industrial knowledge and industry Know-How, making it a large model that understands the industry better.

Industrial large model COSMO-GPT is based on the open source general large model and improves its performance in industrial tasks through knowledge injection, model fusion, and model judgment.

At the same time, relying on COSMOPlat’s technological accumulation in the field of artificial intelligence and massive industrial data, the large industrial model COSMO-GPT has more than 10 billion parameters, more than 3,900 built-in mechanism models and more than 200 expert algorithm libraries, and a wide range of functions Covering intelligent question and answer, text generation, image and text recognition, control code generation, database query, assisted decision-making, operational planning, etc.

Based on the large industrial model COSMO-GPT, COSMOPlat forms an intelligent middle platform within the enterprise. At present, the intelligent middle platform has been integrated into the Kaos BaaS digital industrial operating system. Enterprises only need to deploy industrial software in the BaaS digital industrial operating system to complete the enterprise AI transformation and upgrade. Through the big connection and big data of the BaaS digital industrial operating system, Data and large model technology create an AI service base, allowing the company's industrial software to know what you need and answer your questions.

2. Let the large model understand the industrial language and produce efficient and flexible production

Industrial large model COSMO-GPT can understand industrial languages ​​​​such as design models, so that the machine's operating goals always meet the design intent.

With the support of real-time vision and force control capabilities, the large industrial model COSMO-GPT can accurately perceive changes in the external environment. At the same time, the large industrial model COSMO-GPT serves as the master control brain of the machine and is responsible for understanding, analyzing and reasoning of externally acquired multi-modal data, realizing an intelligent flexible assembly system that integrates sensing, planning and execution functions.

3. Scheduling large models to improve industrial accuracy

In order to improve the real-time interaction ability of the machine operation process and the adaptive ability in multiple scenarios, and accelerate the construction of flexible manufacturing production lines, the industrial large model COSMO-GPT can borrow external mechanism model tools to use the reasoning and decision-making of the large model. The ability to automatically generate machine motion control instructions that can be executed accurately.

This mainly relies on the blessing of two advantages. On the one hand, the large-scale industrial knowledge database integrated with industrial field maps, mechanism models, literature, industry standards, patents, special dictionaries, etc. provided by the Kaos BaaS digital industrial operating system provides powerful underlying data support; on the other hand, It is the massive mechanism model and expert model library built into the Kaos BaaS industrial brain for accurate scheduling. The combination of the two forms the "most powerful brain" of "industrial AI".

The application effect is beginning to show, accelerating its implementation in more subdivided industries

COSMO-GPT, the large industrial model of COSMO, has achieved initial results in enabling the manufacturing industry to evolve from digitalization to intelligence.

In the chemical industry, the industrial large model COSMO-GPT helps the park industry chain map, attitude recognition, path planning, emergency and industry analysis. Among them, focusing on the construction of the industrial chain map of the park, the Kaos COSMO-GPT industrial large model helps the map to automatically correct errors, automatically complete the map, map the mechanism model, and combines it with the automatic construction of rendering requirements and other technologies to shorten the map construction cycle and The accuracy of the map is improved, and the information source of the map is expanded.

In the process of promoting the digitalization of urban industries, the large industrial model COSMO-GPT helps analyze the value of the industry chain and upgrade the comprehensive service platform of industrial Internet enterprises. Among them, based on the value analysis of the entire industry chain, the Kaos COSMO-GPT industrial large model can handle complex NLP tasks and improve task accuracy to more than 90% through task decomposition, industry knowledge injection, data feature analysis and other solutions.

In terms of intelligent manufacturing, in view of the problems of small and medium-sized enterprises with low starting point for informatization, manual information collection, low efficiency and high noise, the large industrial model COSMO-GPT provides the capabilities of automatic enterprise process chaining, process recommendation, and data abnormality monitoring to achieve The process chain combing time was shortened by 40 days.

Due to the "thousands of things" in the industrial field, the application of industrial large models is a long-term process that requires rich industrial knowledge accumulation and continuous practice and polishing. In the future, COSMO Plat will continue to play its comprehensive and leading role, communicate and cooperate with all walks of life in depth, promote the deep integration of large models and the industrial field, and realize the continuous evolution of COSMO-GPT, the most powerful brain. (Ji Xiaodong)

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