Research And Implementation Of 3D Computer Room Equipment Information Collection System Based On Deep Learning

In the daily asset management of computer room,the information collection,management and maintenance of equipment account for a large part of the workload.The manager of computer room usually records the asset information in the form of traditional written logs,which are inconvenient to query and statistics,and rely on manpower,statistics records are likely to cause omissions and errors.With the management of computer room becoming more and more complicated,it is very urgent to design a set of application software of computer room asset management,and the application of computer room information maintenance software in machine maintenance is getting higher and higher.In order to solve the problems such as long time consuming,low reliability,high cost and difficult to manage assets in different places,the convolution neural network is introduced into the field of automatic acquisition of equipment information in computer room.A equipment classifier based on convolution neural network and a equipment location information collector are proposed.Two convolution models of automatic information acquisition are applied to the automatic collection of equipment information in the computer room.The realization of automatic collection and storage of equipment information in the mobile terminal saves the trouble of manual management and maintenance.In addition,the system adopts the architecture of the separation of server and client,design and implement the mobile APP application system and server-side system,which can run in the terminal quickly and stably.In order to provide better asset management services for managers,asset management interface and 3D visualization interface based on WebGL are provided in the mobile APP system.It is convenient for managers to edit the asset information of the computer room anytime and anywhere and view visual details of the equipment.The experimental results show that the system has a good ability of online information acquisition and data storage,and can automatically identify and obtain the relevant information of the equipment through the equipment classifier and the equipment location information collector.It can greatly improve the way of information collection and management of equipment in computer room.