Unlock instant, AI-driven research and patent intelligence for your innovation.

Electric power Internet of Things multi-dimensional monitoring processing method, device and platform based on cloud-side cooperation

A technology of electric power Internet of things and disposal methods, which is applied in hardware monitoring, neural learning methods, electrical digital data processing, etc., can solve problems such as low efficiency, slow disposal, and high delay in remote operation and maintenance, so as to improve operation and maintenance efficiency and disposal Fast speed, the effect of reducing the pressure of data explosion and network traffic

Pending Publication Date: 2022-01-04
INFORMATION & COMM BRANCH OF STATE GRID JIANGSU ELECTRIC POWER
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to overcome the deficiencies in the prior art, and to provide a multi-dimensional monitoring and processing method for power Internet of Things based on cloud-edge collaboration, so as to manage the IoT between edge devices close to the "end" layer devices and the "cloud" layer Platform remote collaboration, fast and accurate intelligent network fault analysis and handling, providing edge intelligent autonomy capabilities to solve the problems of high delay in remote operation and maintenance, slow processing, and low efficiency

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Electric power Internet of Things multi-dimensional monitoring processing method, device and platform based on cloud-side cooperation
  • Electric power Internet of Things multi-dimensional monitoring processing method, device and platform based on cloud-side cooperation
  • Electric power Internet of Things multi-dimensional monitoring processing method, device and platform based on cloud-side cooperation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0044] The technical concept of the present invention is: according to the multi-dimensional operation log information, the edge device close to the terminal device side cooperates with the cloud management platform remotely, and uses the artificial intelligence algorithm to perform more accurate real-time analysis and disposal of network faults, providing an intelligent edge Self-government capability, capable of executing corresponding handling strategies according to fault types.

[0045] Intelligent monitoring and disposal using cloud-side collaboration: According to multi-dimensional monitoring log information, the Internet of Things uses edge devices close to the terminal to remotely collaborate with the cloud management platform, and delegates cloud computing tasks to edge devices, using edge computing capabilities to realize some abnormalities Localized processing of logs and execution of corresponding disposal strategies to provide intelligent edge autonomy capabilitie...

Embodiment 2

[0084] Based on the same inventive concept as in Embodiment 1, a cloud-edge collaboration-based multi-dimensional monitoring and processing method for the Internet of Things of the present invention is executed in an edge device, including the following process:

[0085] Collect the operation log information of each edge device in the power Internet of Things;

[0086] Filter out the abnormal log information from the operation log information, perform fault judgment on the abnormal log information to obtain the corresponding fault type, and execute the corresponding disposal strategy for the fault type, if the execution of the disposal strategy fails, send the abnormal log information to the IoT management platform.

[0087] Optionally, the fault judgment on abnormal log information includes:

[0088] The fault judgment model based on random forest algorithm training is used to judge the abnormal log information.

Embodiment 3

[0090] Based on the same inventive concept as in Embodiment 2, an edge device of the present invention includes:

[0091] The edge monitoring module collects the operation log information of each edge device in the power Internet of Things, and uploads the operation log information to the edge processing module;

[0092] The side disposal module screens out the abnormal log information from the received operation log information, performs fault judgment on the abnormal log information to obtain the corresponding fault type, and executes the processing strategy corresponding to the fault type. If the processing strategy fails to execute, the abnormal The log information is sent to the IoT management platform.

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses an electric power Internet of Things multi-dimensional monitoring processing method based on cloud-side cooperation, which is based on an electric power Internet of Things system of a'cloud-side-end 'three-layer architecture and performs intelligent monitoring and fault processing on edge equipment in the electric power Internet of Things. In the edge equipment, log information in the operation of the Internet of Things system is collected, fault type analysis is carried out on abnormal log information in the edge equipment based on an artificial intelligence algorithm, and a corresponding processing strategy is executed to realize edge autonomy; and in the Internet of Things management platform, the fault type of the abnormal log information is analyzed, and a corresponding disposal strategy is issued to an edge disposal module, so that cloud-edge collaborative governance is realized. According to the method, multi-dimensional monitoring and edge autonomy are achieved through collection and analysis of various kinds of log information, accurate intelligent analysis and quick handling of faults are achieved based on cloud-edge cooperation, and the operation and maintenance efficiency is effectively improved.

Description

technical field [0001] The invention belongs to the technical field of edge computing of the electric power Internet of Things, and specifically relates to a multi-dimensional monitoring and processing method of the electric power Internet of Things based on cloud-edge collaboration, and also relates to an edge device and an Internet of Things management platform. Background technique [0002] The power Internet of Things mainly applies a three-layer architecture of "cloud-edge-end", in which "end" is a terminal layer composed of collection and sensing terminals located in various power business scenarios, "cloud" is an IoT management platform located in the cloud, and " "Edge" is an edge device located between the business terminal and the cloud master station, which is used to connect the terminal layer and the management platform to realize functions such as data collection, secure access, and edge computing. The edge device of the power Internet of Things adopts lightwei...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06Q10/00G06Q10/06G06Q50/06G06F11/30G06F11/34G06K9/62G06N3/04G06N3/08
CPCG06Q10/20G06Q10/0639G06Q50/06G06F11/3476G06F11/3024G06F11/3037G06F11/3051G06N3/08H04L67/12H04L67/10H04L67/06H04L41/0631H04L41/069G06N3/045G06F18/24323G06F18/214
Inventor 曾锃李世豪缪巍巍张瑞滕昌志韦磊蒋承伶王传君张明轩
Owner INFORMATION & COMM BRANCH OF STATE GRID JIANGSU ELECTRIC POWER
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com