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A behavior prediction and control method and system based on exhaust fan operation data

A technology for operating data and exhaust fans, applied in general control systems, control/regulation systems, electrical program control, etc., can solve problems such as high cost and lack of analysis of user habits, to save costs and improve user experience.

Active Publication Date: 2020-07-10
GREE ELECTRIC APPLIANCES INC
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Common water heaters do not have the function of analyzing user habits, and the cost of replacing the entire water heater is too high. The present invention provides a behavior prediction and control method and system based on exhaust fan operation data

Method used

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  • A behavior prediction and control method and system based on exhaust fan operation data
  • A behavior prediction and control method and system based on exhaust fan operation data
  • A behavior prediction and control method and system based on exhaust fan operation data

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Embodiment Construction

[0047] The technical solution in the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them.

[0048] The embodiment of the present invention discloses a method for constructing a behavior prediction model based on exhaust fan operation data. The flow chart of the method is as follows figure 1 shown, including:

[0049] S101: Acquiring exhaust fan operation data;

[0050]Obtain exhaust fan operation data, including daily user exhaust fan operation records; specific acquisition methods include operating parameters in a laboratory simulation environment, and collecting exhaust fan operating parameters when actual users use them through Internet of Things technology;

[0051] S102: Screening parameters related to behavior prediction in historical operation data as input parameters, ...

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Abstract

The invention belongs to the technical field of information, and particularly relates to a behavior forecasting and controlling method and system based on air-exhaust-fan operational data. The methodincludes the steps that historical operational data of an air exhaust fan is obtained; parameters related to a behavior forecasting in the historical operational data are screened out and serve as input parameters; operational events and corresponding operational time serve as output parameters, and input-output parameter pairs are built; the neural network algorithm is trained with the input-output parameter pairs; the operational events and corresponding operational time are obtained to serve as a behavior forecasting model of the output parameters. A curve that using behaviors of a user arechanged along with date and time can be effectively fitted out, combined with sensor data such as the air quality, using habits when the user uses household appliances such as a water heater can be analyzed, and therefore accurate judgment data is provided for user behavior forecasting; user experiences are effectively improved, the cost is saved while the user enjoys an intelligent housing system, and the stability and the accuracy of the forecasting performance are high.

Description

technical field [0001] The invention belongs to the technical field of smart home, and in particular relates to a behavior prediction and control method and system based on exhaust fan operation data. Background technique [0002] Smart home is based on the residence as a platform, using integrated wiring technology, network communication technology, security technology, automatic control technology, audio and video technology to integrate facilities related to home life (such as: home appliances) to build efficient residential facilities With the management system of family schedules, it improves the various performances of smart homes and realizes an environment-friendly and energy-saving living environment. [0003] Smart homes need to embody intelligence, rather than simply controlling home appliances through remote or sensor detection. Exhaust fans are basic equipment in every family, and they are usually used in bathrooms to discharge mist, odors, etc. At present, ma...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B15/02G05B19/418G06N3/08
CPCG05B15/02G05B19/418G05B2219/2642G06N3/08G06N3/084
Inventor 郑威刘星陈翀
Owner GREE ELECTRIC APPLIANCES INC
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