ARTIFICIAL INTELLIGENCE AUTOMATION WELDING PROCESS SYSTEM TECHNOLOGY RESEARCH

Аннотация

Welding systems in technological processes are being changed by the emergence of modern information technologies such as the Internet and things, big data, artificial intelligence, cloud computing and smart manufacturing systems are developing widely. Intelligent welding systems using these technologies are attracting attention from the academic and industrial communities. Intelligent welding is the use of computers to imitate, augment and/or replace human operators sensing, learning, decision making, monitoring and control, etc. This is achieved by combining the advantages of human and physical systems into intelligent cyber systems. Smart welding is found and provides a systematic analysis of experimental applications in industry, its components, applications and future directions helps provide a unified definition of intelligent welding systems. This article examines the main components and techniques needed to make welding systems intelligent, including sensing and signal processing mining and selection, modeling, decision making and learning. Emerging technologies and their application The potential of IWS is also explored, including Industry 4.0, cyber-physical systems, digital twins, and more. Typical applications in IWS including welding design, task sequencing, robot path planning, robots are studied. programming, process monitoring and diagnostics, forecasting, process control, quality inspection and evaluation; human-robot collaboration and virtual welding. Finally, conclusions and suggestions for future development is offered. This review is intended to provide an up-to-date reference for those interested implementation of smart welding capabilities in traditional welding stations, systems and modernization studies of technological processes of factories are considered.