Universal artificial intelligence algorithm management system for industrial internet field

Abstract

The invention discloses a general artificial intelligence algorithm management system used in the industrial internet field, the system composition comprises a platform architecture and algorithm construction, and the platform architecture is composed of an internet of things layer, a big data layer, an algorithm layer and an application layer. According to the general artificial intelligence algorithm management system for the industrial internet field, algorithm construction work is carried out on the basis of a platform architecture, stable test execution is carried out on a constructed algorithm through an internet of things layer, a big data layer, an algorithm layer and an application layer around the whole algorithm construction process, and the implementation method of the whole algorithm management system is achieved. A tool or a function is provided in each algorithm construction link to improve the development efficiency of the algorithm, a verification environment is provided to help to better explore the value of the algorithm, and the problems that the value of the algorithm is difficult to quantify, the effect of the algorithm is difficult to verify and the like are solved through design in a mode of Paas layer algorithm service.

Description

technical field [0001] The invention relates to the technical field of industrial Internet algorithm management, in particular to a general artificial intelligence algorithm management system used in the industrial Internet field. Background technique [0002] Industrial Internet refers to the realization of the Internet of Things between industrial equipment and equipment through digital network technology and sensor technology in the industrial field, so that data-based analysis, management, industrial control and other functions can help people to carry out production activities more efficiently. The current application scenarios of the Industrial Internet are mainly operation optimization, energy saving and efficiency improvement, maintenance and repair, etc. Artificial intelligence refers to a digital technology that enables machines to have certain autonomous decision-making capabilities similar to human decision-making. The basis of artificial intelligence is data. . ...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a general artificial intelligence algorithm management system used in the field of industrial Internet, to solve the problems in the world due to the emergence of artificial intelligence and the lack of general artificial intelligence algorithms in the background technology mentioned above, which is not yet suitable for the era of artificial intelligence The platform architecture of general-purpose algorithm application leads to the problem that the value of the algorithm is difficult to quantify and the effect of the algorithm is difficult to verify

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