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"The Current Situation, Key Elements, and Future of Intelligent Manufacturing" ** abstract: ** This article deeply explored many aspects of intelligent manufacturing, including its development background, core elements, embodiment in the field of mechanical design and manufacturing, and the close relationship with artificial intelligence. At the same time, it looked forward to the future development direction of intelligent manufacturing. ##I. Introduction In today's era of rapid technological development, intelligent manufacturing has become a key driving force for the transformation and upgrading of the manufacturing industry. With the continuous innovation in information technology, artificial intelligence, and other fields, the manufacturing industry was moving toward intelligence and digitizing. ##II. The Development of Smart Manufacturing Under the increasingly fierce competition in the global manufacturing industry, the product market showed the characteristics of small batches, many varieties, high quality, and fast updates. The traditional manufacturing model faced many challenges, such as the limited degree of automaton in the manufacturing process. The influence of social factors also prompted the manufacturing industry to seek new development paths. Intelligent manufacturing technology (IMT) and intelligent manufacturing system (IMS) came into being. They integrated manufacturing technology, artificial intelligence, and many other technological achievements to meet the various challenges faced by the modern manufacturing industry. As early as 1988, Academician Yang Shuzi's team began to discuss the issue of "intelligent manufacturing" at relevant conferences and paid close attention to international research trends. A groundbreaking paper published in 1992 pointed out that the core problem of the manufacturing process was manufacturing intelligence and the intelligence of manufacturing technology. From a macro perspective, modern industrial production was restricted by three factors: technology, human and economy, which promoted the development of intelligent manufacturing from concept to practical research. ##3. Core Elements of Smart Manufacturing ###(1) Technique Elements 1. ** Integration ** - Intelligent manufacturing emphasized integration. For example, CIMS focused on the integration of internal logistics and information flow, while IMS focused on the self-organization ability of the entire manufacturing process. Integration was the foundation of intelligence. Through the integration of knowledge engineering, manufacturing software systems, robot vision, and robot control, efficient collaboration was achieved in all aspects of the manufacturing process. 2. ** Normalization, Standardisation, and Unification ** - At the technical level, the standardized, standardized, and universal products and technologies were outstanding issues that must be resolved to promote smart manufacturing. This included the establishment of specifications and standards for the automatic exchange of information and the sharing of manufacturing intelligence. ###(2) Human Elements 1. ** Working Together ** - Experts in all aspects of the enterprise needed to work together and in parallel. The knowledge and experience of experts in different fields could be integrated to better promote the development of smart manufacturing projects. 2. ** Knowledge expression ** - Knowledge should be expressed in multiple levels and types to facilitate understanding and application. This would help to efficiently spread and utilize knowledge within the company and improve the overall level of smart manufacturing. ###(3) Financial Elements 1. ** Benefits increase ** - The IMS system emphasized on improving the production and economic benefits of the manufacturing process in an all-round way. It could enhance the competitiveness of enterprises in the market by improving the production process, reducing costs, and improving product quality. ##4. The characteristics and significance of intelligent manufacturing in the field of mechanical design and manufacturing ###(1) Intelligent manufacturing features in mechanical design and manufacturing 1. ** Man-machine combination ** - In the development of mechanical design and manufacturing, the combination of man and machine was an important feature. The combination of human intelligence and the machine's efficient calculation and precise operation could bring out greater production efficiency. 2. ** Sequential and systematic ** - From the perspective of programming, mechanical design emphasized the overall design of the product from design, manufacturing to the market. The design method was more programmed. From a system point of view, mechanical design was more of a system engineering approach to solving problems. The components were closely connected to form an organic whole, which optimized the operation of the system and adapted to the external environment. ###(2) The importance of intelligent manufacturing to mechanical design and manufacturing 1. ** Respond to industry needs ** - In the critical period of China's economic transformation, structural optimization, and development of power conversion, traditional mechanical design and manufacturing processes were difficult to meet the needs. Intelligent manufacturing can help promote the transformation and upgrading of mechanical design and manufacturing enterprises to meet the growing needs of new development. 2. ** Increase innovation ability ** - In the field of machinery manufacturing, China was faced with the problem of relying on imported key equipment, core technologies, and high-end products. Strengthening scientific and technological innovation was the key to solving the problem. Intelligent manufacturing provided new ideas and technical means for the innovation of mechanical design and manufacturing, which helped to improve the quality of the supply system. 3. ** Increase work efficiency ** - The use of mechanical design methods related to intelligent manufacturing could reduce the preparation and detail work in the early stage, thus greatly improving the work efficiency of the designer. ##5. The relationship between intelligent manufacturing and artificial intelligence Intelligent manufacturing relied heavily on artificial intelligence. Artificial intelligence was a branch of intelligence science, and its historical development laid the foundation for intelligent manufacturing. From the birth of the first dual artificial neural network model in the early 1940s to the development of many artificial intelligence theories and technologies, such as the first artificial intelligence seminar held at Dartmouth College in 1956 and the definition of the first artificial intelligence language LLisp in 1958, these achievements provided technical support for intelligent manufacturing. With the support of new technologies such as cloud computing, big data analysis, the Internet of Things, mobile internet/5G, and so on, artificial intelligence brings many opportunities for smart manufacturing, such as remote real-time monitoring and control with short delay time, flawless processing through opportunity process planning and dispatching, cost-effective and safe asset forecast maintenance, overall planning and control of complex supply chains, and so on. ##6. Future of Smart Manufacturing 1. ** Deep integration of Internet innovation ** - Drawing on the successful experience of other fields such as culture and entertainment, smart manufacturing should adhere to the principle of seeking truth from facts. While doing the basic work well, it should also use innovative means to deeply integrate with the Internet. Through this integration, the smart manufacturing industry could go global, attract more resources, and promote the prosperity of the industry. 2. ** Continuous innovation and technological breakthroughs ** - With the continuous development of science and technology, smart manufacturing would continue to be innovative at the technical level. For example, artificial intelligence technology would continue to be optimized, and its application in the manufacturing process would be more precise and efficient. At the same time, the manufacturing technology itself would continue to make breakthroughs, such as the application of new materials and the development of new manufacturing processes, which would push smart manufacturing to a higher level. 3. ** Expanding application fields and global cooperation ** - Smart manufacturing was currently mainly used in fields such as mechanical manufacturing, but it was expected to expand to more industries in the future, such as medical equipment manufacturing, aerospace, and so on. In the context of global economic integration, international cooperation between smart manufacturing companies will continue to strengthen, and through sharing technology, resources, and markets, they will jointly promote the development of smart manufacturing on a global scale. In summary, intelligent manufacturing was an important direction for the development of modern manufacturing. It covered many core elements and had unique characteristics and important significance in the field of mechanical design and manufacturing. It was closely related to artificial intelligence and had broad prospects for future development. "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!

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He recommended a few novels. "Gang of the Strong," a fictional historical novel written by Cheese Is There Nutritious. The male protagonist was Fang Ji, the female protagonists were Zhao Wugou, Xiao Luo, and Qi Luo, and the male supporting character was Luo Huai. The story was about the male protagonist transmigrating to the Wei Dynasty to become the son-in-law of the General's Mansion. His wife was very good at fighting, but her husband was weak and could only be a profligate scion. It was a fantasy romance novel written by Dong Xiaobai. The male protagonist, Xie Zhiyan, was chosen by the "Scumbag Whitewashing System" to whitewash the scumbag. The story was from the male protagonist's point of view. The writing was good and the emotional descriptions were exquisite. Although the plot was not particularly novel, it was very special. However, some people felt that the story was boring. Superstar Grassi was a sports novel that was written every day. The protagonist was reborn and fought hard in the football field. "My Earth Online Game" was a science fiction novel written by Scholar Pang Xi. The male protagonist, Lu Yuan, was the "mastermind" behind the Earth's mutation (a joke). After the computer crashed, only the Earth OL game was left. He worked hard to fight against all kinds of virtual creatures that descended on Earth. 'The Great Country's Chief Physician,' an urban novel written by Xing Linsheng. When the male protagonist, Li Xiyang, was about to be eliminated, he received a system that allowed him to hear the conversation between the patient's organs. These novels all had their own interesting points. <a href="/?from=ask_words" style="color:red" target="_blank">Read more exciting novels for free</a>

I recommend " A Life of Combat from Zero ". The author is stupid and straightforward. The male lead, Li Boyong, was a 26-year-old active pilot. After his death, he had a combat system. Although he was a mass-produced pilot, he never had the chance to drive a Gundam. The female leads included Shihe, Baji Lulu, and many other supporting actresses. The writing style was average, but it could be read. The updates were slow, one every two or three days. " Primordial Chaos " was a fairy tale and cultivation novel written by a traveler from the primeval world. The plot was related to the primeval world and other keywords. Some people fell in love with online novels because of it and knew the genre of the primeval world. The Primordial Dao Validation System was created by Wind Snow. The main character wanted to vindicate his Dao in the primeval world and use the system to travel through various primeval worlds to strengthen himself. It was a finished novel of the infinite style of the primeval world. It was a little different. Creation Emperor NvWa, written by Yan Kang. The male protagonist, Feng Yue, was from the Nuwa Clan. This was an innovative mythological text. Although it had a small poison point, the setting was novel. It was different from the ordinary primeval style and was highly readable. 'My Girlfriend Has an Unlucky Physique', a light novel written by The Whale Flies. The male protagonist transmigrated to the parallel world of Sakura Nation and was picked up by a girl. The two of them supported each other and got together. It was a Japanese manga romance style, and the text was full of sugar content. <a href="/?from=ask_words" style="color:red" target="_blank">Read more exciting novels for free</a>

" The female supporting character gets rich in a historical novel." The female lead transmigrated into the cousin of the villain in the historical novel. Her whole family was lazy, but she had a good time studying and met a noble person to make a fortune. " Transforming into an Immortal Cultivation Female Brainiac " was a light novel. The female protagonist, Mo Wu, was extremely powerful. Looking at the cultivation world from a girl's perspective, the front part of the novel was like an urban Brainiac. " Building a Fantasy Park from Zero " was a science fiction novel. The male protagonist's fantasy park was super interesting. There were dinosaurs, King Kong, and so on. "Hou Fu Yi Zhu," in ancient words and articles, the female protagonist reborn as Hou Fu Yi Zhu, the story is very attractive, good writing style. " The Bands 'Summer " was an urban entertainment novel. The male protagonist was reborn into a band. It was a niche topic. The author's writing skills were passable. The narrative was relaxed, the atmosphere was romantic, and there were many pop music selections. It was a good choice for readers who liked bands and pop music. <a href="/?from=ask_words" style="color:red" target="_blank">Read more exciting novels for free</a>

The Story of the Female Supporting Cultivator Cultivation was a novel written by Man Bugui. The female lead, Lian Jia Jia, had transmigrated to become a supporting actress. On one side was the female lead, Mary Sue, and on the other side was the female lead, Lucky. She chose to keep a distance and work hard to level up. This book updates 3K + every day and updates occasionally. Although the author had not updated the novel, he had updated it again now. It was already finished and the additional chapters had been written. This was not a traditional story where the supporting actress stepped on the female protagonist to get to the top. The female protagonist did not have a big cheat and grew up step by step. The characters in the book were full of character, and the plot was emotional. There was a fight, as well as the male lead and a powerful master. The book list was not bad. Many people felt that this was a masterpiece in the female supporting character's immortal cultivation novel. The same genre of " Antiquity " was also great. The female lead was strong and principled. There was also " The Vastness of the Female Supporting Character's Immortal Path." The female lead counterattacked the female supporting character and relied on her own efforts. Although there was no male lead and no updates, the writing was good and the content was compact. The Demon Cultivator's Survival Guide could also be read. The female protagonist cultivated the demon without a male protagonist. The female protagonist was decisive in killing and was an orthodox demon cultivation text. The plot was very exciting. Those who liked supporting female cultivators could take a look at " The Supporting Female Cultivator ", which had a recommendation index of four and a half. <a href="/?from=ask_words" style="color:red" target="_blank">Read more exciting novels for free</a>

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