Intelligent operation and maintenance method and system based on Internet of Things, and readable storage medium

Abstract

The invention provides an intelligent operation and maintenance method and system based on the Internet of Things, and a readable storage medium. The method comprises the steps of collecting original data information of each piece of Internet of Things equipment within a preset operation and maintenance management range; preprocessing the original data information of each piece of Internet of Things equipment, and extracting multi-dimensional value data; performing feature analysis on the multi-dimensional value data through a deep learning method to obtain data features; evaluating the performance state of each piece of Internet of Things equipment based on the data characteristics; and based on the performance state of each piece of Internet of Things equipment, matching an optimal configuration strategy from a preset configuration strategy relation table, and issuing the optimal configuration strategy to each piece of Internet of Things equipment in a preset operation and maintenance management range for execution. According to the invention, intelligent operation and maintenance management of the Internet of Things equipment can be realized, an artificial intelligence technology is adopted to replace a traditional manual operation and maintenance management mode of operation and maintenance personnel, the investment of the operation and maintenance personnel is reduced, the labor cost is saved, and the operation and maintenance management efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of intelligent operation and maintenance, in particular to an intelligent operation and maintenance method, system and readable storage medium based on the Internet of Things. Background technique [0002] With the advent of the 5G era, the IoT industry ecosystem has developed rapidly, and the number of card-opening terminals and customers has also ushered in rapid growth. However, with the rapid expansion of business, many security problems have also emerged. On the one hand, compared with traditional business, the IoT business process is long and has many links, involving multiple nodes such as the terminal side, wireless side, core network side, IoT private network, and application platform. When a fault occurs, cross-professional and multi-departmental manual investigation is often required step by step. Not only is the communication cost high, but it is also very easy to cause inter-departmenta...

AI Technical Summary

Problems solved by technology

Under the mutual influence of various complex application scenarios and customer business behaviors, due to the different usage characteristics of the customer groups, their business characteristics and network indicators will also be different, which will provide network weak coverage optimization and poor quality identification mining Work brings great difficulty

[0003] Based on the above status quo, the traditional manual operation and maintenance mode has been unable to fully discover the hidden dangers in the operation process of the Internet of Things and propose corresponding optimization measures

At the same time, with the increasing number of IoT operation data, if the manual operation and maintenance mode is continued, it will inevitably bring a heavy workload to the operation and maintenance personnel, which not only increases the labor cost of operation and maintenance, but also reduces the efficiency of operation and maintenance.

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