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Artificial intelligence technology is promoted to the level of industrialization
21

Dec

As the new generation of information technology represented by artificial intelligence, big data, and blockchain accelerates its integration with the manufacturing industry, the manufacturing production methods and corporate forms are undergoing fundamental changes.

As the new generation of information technology represented by artificial intelligence, big data, and blockchain accelerates its integration with the manufacturing industry, the manufacturing production methods and corporate forms are undergoing fundamental changes. During the "14th Five-Year Plan" period, my country's intelligent manufacturing will continue to advance from multiple dimensions such as manufacturing process, hardware equipment, software architecture, system integration, and supply chain system to consolidate the industrial foundation and keep my country's manufacturing industry moving towards digital, networked, and intelligent The direction of industrialization remains unchanged, and the high-quality development process of the manufacturing industry is accelerated.


  Feature 01 System integration will become an important fulcrum supporting the rapid development of my country's intelligent manufacturing.


  At present, the way of intelligent transformation of enterprises is changing from a single equipment upgrade, software application, and network laying to the implementation of system integration solutions for the entire line and plant, and the establishment of an industry-level platform. As enterprises’ demands for the development of intelligent manufacturing continue to be refined and sinking, on the one hand, intelligent manufacturing system integrators will accelerate the productization of services, decompose the customized requirements of enterprise intelligent transformation into modular standard services, and improve integration While providing service standardization, ensuring service quality, and reducing service costs, it also enhances the willingness of enterprises to transform through quantification of the benefits of transformation; on the other hand, integrators with core technologies of common processes are expected to cross-industry with technology application scenarios as the starting point. Horizontal extension, providing system integration services to manufacturing enterprises in multiple industries, and stimulating the process of intelligent transformation of traditional manufacturing industries. It is expected that by the end of the "14th Five-Year Plan" period, the scale of my country's intelligent manufacturing system integration industry will exceed 550 billion yuan.


  Feature 02 Converged next-generation industrial networks are expected to lead the future of smart factories.


   The 5G+TSN+OPC UA converged network can better meet the needs of intelligent manufacturing in the industrial field. With the increasing requirements of enterprises for flexible production and the increasing demand for cross-platform and cross-industry applications, there is an urgent need to build a real-time large-scale industrial communication network. Utilizing 5G ultra-low latency and reliability, large bandwidth, large-scale connection and other characteristics, TSN safe, reliable, and stable real-time connection characteristics, and OPC UA operation has nothing to do with the platform, can run on any operating system, 5G+ The combination of TSN+OPC UA can seamlessly integrate IT and OT into industrial communication projects, achieving more reliable, intelligent, and industrial network technical requirements that can remotely and securely access smart edge devices.


The combination of 5G+TSN+OPC UA connects industrial equipment such as sensors and actuators in a wireless manner, realizing a network that is not restricted by cables, and better providing a more complete solution for industrial networks. In the industrial field The application development of the future can be expected.


  Feature 03 Intelligent manufacturing process is the key to the improvement of the overall intelligence of the manufacturing industry.


  In the process of transforming and upgrading to intelligence, companies have gradually realized that process innovation is the housekeeping skill and core technology for the development of manufacturing companies. With the rapid development of the Industrial Internet, a new generation of information technology such as big data and artificial intelligence will empower the process from eight aspects, including parameter optimization, feedback compensation, intelligent iteration, process simulation, numerical model, program comparison, composite process, and process equipment. The intelligentization of equipment opens up a new direction for the intelligent transformation and upgrading of the manufacturing industry.


  Feature 04 Artificial intelligence technology will enhance industrial intelligence from the edge.


   The improvement of artificial intelligence technology to the degree of industrial intelligence is mainly reflected in the use of artificial intelligence algorithms such as deep learning to learn industrial data and realize intelligent functions based on historical data. Generally speaking, the learning of data using artificial intelligence algorithms can be realized by uploading to the cloud or deploying on the edge side (terminal device or gateway close to the device, etc.). Among them, uploading data to the cloud is a more direct solution that conforms to the information technology (IT) architecture. Compared with uploading industrial data to the cloud, the deployment plan on the edge is closer to the actual needs of industrial automation. With the exponential growth of industrial data, adding edge computing modules and implanting related algorithm software in industrial equipment or network management has become a characteristic solution for edge intelligence to empower the industry.


  Feature 05 Industrial Internet platforms that grow from the bottom up based on industrial mechanisms will occupy the mainstream.


   At present, among the industrial Internet platform enterprises in my country, the "top-down" model (first build an industrial Internet platform, and then find a suitable industrial embedded platform) accounts for the majority. With the gradual maturity of the industrial Internet model, industrial Internet platform companies will experience a "shuffle period." The “bottom-up” industrial Internet platform enterprises oriented to the needs of manufacturing enterprises have a long-term deep cultivation in the manufacturing industry, and have a sufficiently deep understanding of industrial mechanisms and manufacturing equipment. The industrial Internet platform developed from the bottom-up will become the mainstream.


  Feature 06 Mechanism model and artificial intelligence will drive the rapid growth of industrial software in my country.


   Due to the late start of domestic industrial software and the slow process of commercialization, it is still difficult to get rid of the development dilemma of "poor foundation, difficult application, and little innovation" during the "13th Five-Year Plan" period. Based on the industrial mechanism model, supplemented by the accelerated empowerment of artificial intelligence technology, the development of my country's industrial software is expected to change lanes and overtake during the "14th Five-Year Plan" period.


From the perspective of its subdivisions, R&D and design software will take computer-aided manufacturing (CAM) as the key breakthrough point, and gradually find a path to growth and growth driven by the demand for flexible production and customized production; production control software will be based on the production manufacturing system (MES), Distributed Control System (DCS) and Data Acquisition and Monitoring Control System (SCADA), etc., with the help of the development of intelligent manufacturing to expand its market share in the domestic market; information management software will be based on the traditional market structure, Gradually increase user stickiness with new models such as "cloudification" and "serviceization", and achieve rapid development in individual vertical industries.


  Feature 07 Industrial e-commerce 3.0, which aggregates industrial services, forms a closed loop of the entire industry chain, and the high-end value chain is gradually emerging.


As a new business format derived from the industrial Internet platform, the industrial e-commerce platform can improve the functions of the industrial Internet platform, with supply chain coordination as the core, supplemented by information and information, warehousing logistics, supply chain finance and other industrial services to realize suppliers, manufacturers, and distribution Data connection between entities in each link of the industrial chain such as merchants and users. In 2019, my country's industrial e-commerce platform transaction volume has reached 9.9 trillion yuan. It is expected that by the end of the "14th Five-Year Plan", my country's industrial e-commerce platform transaction volume will double to 20.1 trillion yuan, with an average annual growth rate of 12% above.


With the breakthrough and application of the new generation of information technology, industrial e-commerce has gradually evolved from the industrial e-commerce 1.0 centered on information docking and instant transactions, and gradually integrated and developed with the industrial Internet platform, and entered the supply chain coordination as the focal point to open up production. Industrial e-commerce 2.0 for process and online transaction data is launching industrial e-commerce 3.0 that aggregates services and drives the closed-loop data of the entire industry chain. Industrial E-commerce 3.0 uses the transaction data accumulated over the years on the platform to analyze relatively accurate user needs and drive user-centric manufacturing (C2M). In addition, in order to increase the added value of trading products, more and more industrial e-commerce companies are deeply binding online transactions with warehousing logistics, finance, quality certification and other industrial service links to realize R&D-design-procurement-production-sales-service-R & D The closed-loop data of the entire life cycle of trading products is moving towards the high end of the value chain.

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