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Real-time detection system and method for rationality of smart home instructions

A smart home system, real-time detection technology, applied in general control systems, control/regulation systems, comprehensive factory control, etc., can solve problems such as inability to judge the rationality of instructions to provide guarantees, waste of manpower and material resources, incomplete relationships, etc., to achieve smart home Database construction and intelligent rationality detection results are reliable, utilization is improved, and the effect is from a wide range of sources

Active Publication Date: 2022-04-22
SHANDONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this kind of processing method not only consumes manpower and material resources, but also has disadvantages such as low accuracy rate and incomplete relationship, which cannot provide guarantee for judging the rationality of instructions
At present, there is no convenient and reliable instruction detection method that can effectively judge the rationality of user instructions

Method used

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  • Real-time detection system and method for rationality of smart home instructions
  • Real-time detection system and method for rationality of smart home instructions
  • Real-time detection system and method for rationality of smart home instructions

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0064] A real-time detection system for the rationality of smart home instructions. Such as figure 1 As shown, it includes a user instruction analysis module, a smart home device relational database construction module, and a rationality judgment processing module.

[0065] The user instruction analysis module is synchronously connected to the rationality judgment processing module with the smart home equipment relational database construction module.

[0066] The user instruction analysis module is used to analyze the user instructions received by the smart home system, extract the smart home equipment and action information that the user wants to operate, and make a preliminary judgment; the smart home equipment relational database construction module is used to For smart devices, construct a smart home device relational database corresponding to the smart home system; a rationality judgment processing module is used to make a rationality judgment on the current user instru...

Embodiment 2

[0074] A real-time detection system for the rationality of smart home instructions, which differs from Embodiment 1 in that:

[0075] The text classification fusion sub-module is used to classify the incoming text information. In the present invention, it can be used to obtain the conflict relationship between smart devices. The text classification fusion sub-module includes: embedding layer, SRU processing unit, D-Transformer encoder processing unit, inconsistency detection unit, DS fusion unit.

[0076] The embedding layer is sequentially connected to the SRU processing unit and the D-Transformer encoder processing unit synchronously, the SRU processing unit and the D-Transformer encoder processing unit are synchronously connected to the inconsistency detection unit, and the inconsistency detection unit is connected to the DS fusion unit.

[0077] In this embodiment, the SRU unit and the D-Transformer encoder processing unit have a parallel processing structure; the SRU uni...

Embodiment 3

[0082] A real-time detection system for the rationality of smart home instructions based on the fusion of deep learning and DS, which differs from the above-mentioned embodiments in that:

[0083] The text classification and fusion sub-module classifies the incoming text information, and in the present invention, can be used to obtain the conflict relationship between smart devices. The text classification fusion sub-module includes: SRU processing unit, D-Transformer encoder processing unit, DS fusion unit. Such as figure 2 As shown, the processing steps of the text classification fusion sub-module are as follows:

[0084] Step S01: Obtain all device categories of the system

[0085] Obtain all categories and models of smart home devices registered in the smart home system from the current smart home relationship database.

[0086] Step S02: Obtain the function statement of the smart device

[0087] The smart device function description database is constructed by the API...

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Abstract

The present invention provides a real-time detection system and method for the rationality of smart home instructions, including a user instruction analysis module configured to analyze user instructions received by the smart home system, extract smart home equipment and action information that the user intends to operate, and Make a preliminary judgment; the smart home device relational database construction module is configured to construct a smart home device relational database corresponding to the smart home system according to the smart device situation in the smart home system; the rationality judgment processing module obtains the current situation Information, query the functional relationship between the currently activated device and the required new activated device, make a correlation judgment based on the functional relationship between the currently activated device and the required newly activated device, and make a reasonable judgment on the user instruction. The current situation information recommends the final instruction; the present invention can effectively judge the rationality of the user instruction, save labor costs and improve the accuracy of detection.

Description

technical field [0001] The invention belongs to the technical field of smart home control, and in particular relates to a real-time detection system and method for the rationality of smart home instructions. Background technique [0002] The statements in this section merely provide background information related to the present invention and do not necessarily constitute prior art. [0003] With the development of artificial intelligence (AI) technology and the improvement of people's living standards in recent years, people pay more and more attention to the comfort, safety and convenience of their living environment. In order to meet the needs of the public, smart home systems have developed rapidly. The purpose of the smart home system is to use the Internet of Things technology to enable various devices in the user's home to serve according to the user's lifestyle, thereby creating a more comfortable, more environmentally friendly, more convenient, and smarter living en...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B15/02G05B19/418
CPCG05B15/02G05B19/418G05B2219/2642Y02P90/02
Inventor 许宏吉李恬阔董郑樊士迪刘强赵文杰孙晓杰李娟冯金库
Owner SHANDONG UNIV
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