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Online state prediction method and device of Internet of Things equipment, and electronic equipment

A technology of IoT devices and device factors, applied in the field of IoT, can solve problems such as responsive operation and maintenance cannot meet the needs, and achieve the effect of reducing untimely operation and maintenance, reducing manpower investment, and reducing risks

Pending Publication Date: 2022-03-15
HANGZHOU HIKVISION SYST TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] However, for some special applications, such as complex systems containing some very expensive components such as aircraft engines, or some major security activities, generally the risk of failure cannot be tolerated, and the current responsive operation and maintenance cannot meet the needs

Method used

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  • Online state prediction method and device of Internet of Things equipment, and electronic equipment
  • Online state prediction method and device of Internet of Things equipment, and electronic equipment
  • Online state prediction method and device of Internet of Things equipment, and electronic equipment

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Embodiment Construction

[0026] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0027] The terminology used in this application is for the purpose of describing particular embodiments only, and is not intended to limit the application. As used in this application and the appended claims, the singular forms "a", "the", and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise.

[0028] In order to enable those skilled ...

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Abstract

The embodiment of the invention provides an online state prediction method and device of Internet of Things equipment and electronic equipment. In the application, the online state prediction information (including online or offline) of the Internet of Things equipment under the timestamp after the current timestamp is predicted by means of the time sequence data on different dimensions (equipment factors, time domain factors, space domain factors and the like) and the fault prediction model based on time sequence training; according to the method, the online state, such as online or offline, of the Internet of Things equipment in a period of time in the future is predicted, the health state of the Internet of Things equipment in the whole life cycle is effectively controlled, whole-process controllability is truly achieved, intelligent planning of resources is achieved, and the problems that operation and maintenance are not timely due to response type operation and maintenance are solved.

Description

technical field [0001] The present application relates to the Internet of Things technology, and in particular to a method, device and electronic device for online status prediction of Internet of Things devices. Background technique [0002] In IoT applications, the traditional operation and maintenance method is generally responsive operation and maintenance. The so-called responsive operation and maintenance refers to a series of alarms, dispatching fault work orders, maintenance and other processing after the monitoring of the failure of the IoT device. [0003] However, for some special applications, such as complex systems containing some very expensive components such as aircraft engines, or some major security activities, the risk of failure is generally unacceptable, and the current responsive operation and maintenance cannot meet the needs. Contents of the invention [0004] Embodiments of the present application provide an online state prediction method, device...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L41/147G06K9/62G06V10/774
CPCH04L41/147G06F18/214
Inventor 曲彤晖
Owner HANGZHOU HIKVISION SYST TECH
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