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Intelligent socket capable of reducing standby energy consumption based on machine learning

A technology of standby energy consumption and machine learning, which is applied in the direction of instruments, components of connected devices, calculation models, etc., can solve problems such as failing to meet the requirements of smart homes, achieve energy consumption problems, broad application prospects, and solve hidden safety hazards Effect

Inactive Publication Date: 2019-02-15
CENT SOUTH UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Ordinary sockets only realize the circuit on-off function, while the smart sockets currently on the market still need manual intervention and analysis, which is far from meeting the requirements of smart homes

Method used

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  • Intelligent socket capable of reducing standby energy consumption based on machine learning
  • Intelligent socket capable of reducing standby energy consumption based on machine learning
  • Intelligent socket capable of reducing standby energy consumption based on machine learning

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Embodiment Construction

[0058] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of 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 It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0059] In the first aspect, the embodiment of the present invention provides a smart socket with reduced standby energy consumption based on machine learning, and its working process is as follows figure 1 As shown, the method includes:

[0060] The voltage sensor 1 is used to change the voltage signal to 0-5v, and isolate it by a voltage transfo...

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Abstract

The invention provides an intelligent socket capable of reducing standby energy consumption based on machine learning. The intelligent socket comprises a voltage sensor, a multi-channel current sensor, an ESP32 wireless communication module, an upper computer module and a solid-state relay, and relates to the technical field of electricity utilization. The voltage sensor and the multi-channel current sensor are used for detecting the voltage and the current of a power supply line in real time, and sending a detection signal to the ESP32 wireless communication module; the upper computer modulereceives the signal of the ESP32 wireless communication module, and then sends a quantized control signal to the ESP32 wireless communication module; and the solid-state relay receives the control signal of the ESP32 wireless communication module. Different power supply modes are selected according to different electric equipment, manual intervention is not needed, and potential safety hazards caused by mismatching of the power supply are avoided; and when the electric appliance enters a standby state, the electric appliance can be automatically switched off so as to reduce the consumption caused by the standby state, so that the purposes of energy conservation, emission reduction, home intelligentization and safety electricity utilization are finally achieved.

Description

technical field [0001] The invention relates to the technical field of electricity utilization, in particular to an intelligent socket with reduced standby energy consumption based on machine learning. Background technique [0002] "Standby energy consumption" refers to the power consumption of electrical equipment with a standby function that is not disconnected from the power supply when it is not in use. The power loss of electrical equipment due to standby cannot be ignored. According to survey statistics, a municipality directly under the Central Government wastes 300,000 tons of raw coal every year due to standby energy consumption. To solve this problem, the present invention aims to develop a smart socket based on machine learning to reduce standby loss. [0003] Ordinary sockets only realize the circuit on-off function, while the smart sockets currently on the market still need manual intervention and analysis, which is far from meeting the requirements of smart ho...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H01R13/66H01R13/703G06N99/00
CPCH01R13/665H01R13/6683H01R13/6691H01R13/703
Inventor 王浩刘畅周国韬
Owner CENT SOUTH UNIV
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