Computational Methods for Application in Industry 4.0

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文件名称：Computational Methods for Application in Industry 4.0
文件大小：1.61MB
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更新时间：2022-03-01 07:49:40
Computation The concept of Industry 4.0 is closely related to the incorporation of advancements in Information Technology into manufacturing technology and systems. As its name implies, it is a revolution in industry, aiming at a higher level of automation and digitization that will lead to the overall improvement of processes, services, and products. Several tools and technologies, such as Internet of Things, cloud com- puting, and big data analytics are already used for this purpose. However, the shift from the automated manufacturing concept to intelligent manufacturing is of par- ticular importance. In advanced manufacturing, intelligence is a key element for future development and progress. The aforementioned shift can be accomplished by including algorithms and methods relevant to soft computing or computational methods, for optimization in industrial practice. These methods are capable of providing fast simulation models or resolve industry-related problems efficiently. Especially, in the case of hard engineering problems, it is possible to adopt a rapidly converging optimization method as a part of the decision-making system, which will receive information in real time from the physical processes in the industrial environment and provide reliable results. Computational optimization techniques have proven to be critical for this purpose and a lot of research has already been performed in this field. As a result, many methods and various techniques have been proposed and applied in manufacturing technology problems.