With the wide application of cutting-edge technologies such as artificial intelligence in the military field, the intelligence of warfare has gradually become a focus of attention.

At the beginning of the Russian-Ukrainian war, Russian commentator Budzinski said that he predicted that Ukraine would soon provoke a "limited" war, and that Russia would win quickly through "devastating air strikes" and that "there will be no tank troops." ". It means that you don't need to use tanks to win. However, it has been more than a month since the outbreak of the Russian-Ukrainian war, and the war has not ended. Many analysts believe that this is a huge effect of artificial intelligence systems. Artificial intelligence systems have been monitoring Russian troops long before the war. Artificial intelligence systems can not only simulate human consciousness and thinking, but also think according to human settings. Especially in the recognition and processing of language and images, artificial intelligence technology has unique advantages.

Historical experience has proven many times that the evolution of war forms will lead to profound changes in the winning mechanism. In the current era when information warfare is developing in depth and intelligent warfare is beginning to emerge, the armies of major countries in the world have vigorously promoted military intelligence, and many of these trends are worthy of our attention. Driven by a new round of scientific and technological revolution and industrial revolution, the transformation of intelligent military is developing in depth. The United States, Russia, Japan and other countries have regarded artificial intelligence as a subversive technology that "changes the rules of the war game", and made arrangements in advance, strengthened top-level design and planning guidance, and explored the direction of military application of artificial intelligence.

The U.S. military is preparing for the Future of Artificial Intelligence, National Artificial Intelligence Research and Development Strategic Plan, Artificial Intelligence and National Security, Comprehensive Roadmap for Unmanned Systems for Fiscal Years 2017 to 2042, and U.S. Artificial Intelligence Plan: In a series of documents such as the First Annual Report, the development status and development plan of artificial intelligence are elaborated, and the development of artificial intelligence is elevated to the national strategic level.

Russia has also invested a lot of resources to maintain a balance with the United States in the application of artificial intelligence in the military field. In 2021, Russian President Vladimir Putin said at the first annual meeting of the Ministry of National Defense: artificial intelligence will greatly promote the transformation of the military field, and the armed forces of the Russian Federation should accelerate the research and development of artificial intelligence application technologies such as robots, intelligent individual soldier systems and weapon intelligent modules. work to form core technical capabilities and competitive advantages on the battlefield as soon as possible.

The Japanese government has also issued the "Artificial Intelligence Strategy", which aims to lead the research and development of artificial intelligence technology and industrial development. In the "Robots and Artificial Intelligence" strategic plan formulated by the United Kingdom, the application of artificial intelligence in battlefield construction is emphasized. In January 2021, the Australian Ministry of Defence released "Fighting Artificial Intelligence Warfare: Operational Concepts for Future Intelligent Warfare", which explores how to apply artificial intelligence to land, sea and air combat.

With the advent of the era of intelligent warfare, artificial intelligence may become a disruptive technology that "changes the rules of the war game". The evolution of the war form will lead to profound changes in the winning mechanism.

From war to civilian use, from military to industry, the rapid development of artificial intelligence has successfully replaced humans in many fields.

Artificial intelligence: In a narrow sense, it refers to the simulation and application of computers to the human brain; in a broad sense, it refers to the simulation and application of all intelligence; currently, computer vision, natural language processing, speech recognition, and machine learning all belong to the category of artificial intelligence.

Artificial intelligence + manufacturing industry: Generally speaking, artificial intelligence technology is applied to the manufacturing industry to realize independent judgment and business operations on the basis of digitization and networking; its core lies in whether the machine can automatically feedback and adjust the status quo. According to recent Internet data, the number of AI companies in my country has exceeded 2,000, but the number of companies that really focus on the industrial field is less than 5%.

In the field of industrial quality inspection:

For example, lithium battery production quality inspection, due to many quality problems, the annual cost of manual inspection exceeds 100 million US dollars, and the cost of each lithium battery is greatly increased. However, if machine vision detection is used, the degree of human participation will be greatly reduced, and the efficiency will be greatly improved.

KTVIZ surface defect detection and thickness measurement system continues to deepen the field of intelligent visual quality detection and thickness measurement. The products have been successfully used in packaging, new energy, photovoltaic, lithium battery, optics and other fields, and can comprehensively detect films, diaphragms, copper foil, Continuous production materials such as aluminum foil, aluminum plating, coating, composite materials, paper, non-woven fabrics, etc. Kuntian KTVIZ focuses on providing overall solutions in technical fields such as industrial machine vision, online quality inspection and thickness measurement, and systematically integrates advanced software and hardware technologies at home and abroad to provide high-quality, cost-effective solutions.

In the field of industrial process optimization:

Many machines used in manufacturing are parameterized by adjusting and improving parameters in the production process. During the production process, the machine needs to set many parameters. By collecting data on all these parameters, the stability and efficiency of the company's production can be optimized, and finished product defects and equipment losses caused by unanticipated problems can be reduced.

Apogee's overall solution for industrial optimization (PID control parameter tuning optimization, APC advanced process control, CPM full-loop real-time monitoring), helps users achieve intelligent production management, and enables enterprises to achieve industry-leading operational indicators such as energy consumption, material consumption, and product quality. Level.

In the future, with the gradual application of artificial intelligence technologies such as deep learning and machine vision, as well as the improvement of the level of automation and informatization in the manufacturing industry, "artificial intelligence + manufacturing" will face a new development trend, and the integrated development will advance to a deeper level. The intelligent upgrade of the manufacturing industry will present a trend of multi-technology integration, and improving security capabilities will become an important foundation for the integration of artificial intelligence and manufacturing.