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An artificial intelligence algorithm and device for big data processing of an Internet of Things system

A technology of big data processing and Internet of Things system, applied in the field of artificial intelligence algorithms and devices, can solve the problems of configuring different working parameters, parameter security and poor applicability, etc., to ensure data security, improve reliability and applicability, improve The effect of quality and speed

Inactive Publication Date: 2019-05-03
XIAN CHINASTAR M&C
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present invention provides an artificial intelligence algorithm and device for big data processing of the Internet of Things system, which solves the problem that in the prior art, for monitoring terminal equipment such as sensors, different working parameters need to be manually configured on site according to different application scenarios, resulting in the set Technical issues of poor parameter security and applicability

Method used

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  • An artificial intelligence algorithm and device for big data processing of an Internet of Things system
  • An artificial intelligence algorithm and device for big data processing of an Internet of Things system
  • An artificial intelligence algorithm and device for big data processing of an Internet of Things system

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Embodiment 1

[0044] figure 1 It is a schematic flowchart of an artificial intelligence algorithm for processing big data in an Internet of Things system in an embodiment of the present invention. like figure 1 Shown, described artificial intelligence algorithm comprises step 110-step 150:

[0045] Step 110: Obtain IoT monitoring data.

[0046] Further, the IoT monitoring data includes historical observation data and real-time monitoring data, wherein the real-time monitoring data is stored in the historical observation data in real time.

[0047] Specifically, the artificial intelligence algorithm involved in the embodiment of this application combines various advanced technologies such as wireless communication, data mining, predictive analysis, and fuzzy logic, and endows the Internet of Things system with the ability to learn, adopt, and make decisions. combine Figure 4 As shown, the Internet of Things monitoring data of the monitored object is acquired through the server, and the ...

Embodiment 2

[0065] Based on the same inventive concept as the artificial intelligence algorithm for big data processing of the Internet of Things system in the foregoing embodiments, the present invention also provides an artificial intelligence device for big data processing of the Internet of Things system, such as figure 2 As shown, the device includes:

[0066] The first obtaining unit 11 is used to obtain the monitoring data of the Internet of Things;

[0067] The second obtaining unit 12 is used to obtain the performance parameters and state characteristic parameters of the object to be monitored from the inside of the Internet of Things monitoring data according to the data mining algorithm;

[0068] The first judging unit 13 is configured to judge whether the performance parameters and state characteristic parameters of the object to be monitored exceed a predetermined threshold range;

[0069] The third obtaining unit 14 is used to obtain the working parameters of the object to...

Embodiment 3

[0086] Based on the same inventive concept as the artificial intelligence algorithm for big data processing of the Internet of Things system in the first embodiment, the present invention also provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor Steps for implementing any method of an artificial intelligence algorithm for big data processing of an Internet of Things system described above.

[0087] Among them, in image 3 In, bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 will include one or more processors represented by processor 302 and various types of memory represented by memory 304 circuits linked together. The bus 300 may also link together various other circuits, such as peripherals, voltage regulators, and power management circuits, etc., which are well known in the art and thus will not be further described herein. T...

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Abstract

The invention provides an artificial intelligence algorithm and device for big data processing of an Internet of Things system. The method comprises the steps of obtaining Internet of Things monitoring data; Obtaining performance parameters and state characteristic parameters of a to-be-monitored object from the interior of the Internet of Things monitoring data according to a data mining algorithm; Judging whether the performance parameters and the state characteristic parameters of the to-be-monitored object exceed a preset threshold range or not; When the performance parameters and the state characteristic parameters of the to-be-monitored object do not exceed a preset threshold range, obtaining working parameters of the to-be-monitored object according to a fuzzy logic judgment mechanism; And configuring the working parameters to the to-be-monitored object. The technical effects that the data processing quality and speed are effectively improved, the data safety is ensured, and the reliability and applicability of monitoring terminal parameter configuration can be improved are achieved.

Description

technical field [0001] The invention relates to the technical field of information processing, in particular to an artificial intelligence algorithm and device for big data processing in an Internet of Things system. Background technique [0002] In the technology chain where everything is connected, sensors, Internet of Things, big data, machine learning, artificial intelligence, etc. are connected as each link of this chain. Influence each other and form a positive cycle. The sensors in various connected devices will generate a large amount of data, which makes machine learning possible, and the result of learning is artificial intelligence, and artificial intelligence can guide the device to perform tasks more accurately, and the actions of the device will trigger Sensors, this whole thing comes full circle. Artificial intelligence technologies can help sensor systems, including: knowledge-based systems, fuzzy logic, data mining, automatic knowledge gathering, neural ne...

Claims

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Application Information

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IPC IPC(8): H04L29/08H04L12/24
Inventor 魏立锋程佳盟李佳
Owner XIAN CHINASTAR M&C
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