Review on R&D task integrated management of intelligent manufacturing equipment

With the rapid development of various types of industrial big data technologies, in the context of industrial big data and systems science, intelligent optimization algorithms and other technologies have been widely used in the field of intelligent manufacturing. In recent years, it has not only become an important engine for the transformation and upgrading of smart manufacturing industry, but also brought new opportunities and challenges to the development task integrated management of intelligent manufacturing equipment. This paper reviews the research on task integrated management of intelligent manufacturing equipment development from the following four aspects: task analysis and management of intelligent manufacturing equipment in big data environment, task decomposition and resource allocation, task network analysis and evaluation, and task integration analysis and verification evaluation progress. Prospects for further research are pointed out, including the customized research into high-end equipment developed for the individual needs of users, data-driven optimal allocation of resources research, multi-layer interaction of complex network modeling, intelligent systems integration, and verification evaluation.