CNN-based energy-saving lamp control method and device

A technology for energy-saving lamps and lamps, which can be applied in energy-saving control technology, lighting devices, electric lamp circuit layout, etc., and can solve the problems of high cost, unfavorable implementation and promotion, etc.

Active Publication Date: 2019-11-05
GUANGDONG UNIV OF TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Applying the existing light control methods often requires a large number of sensors,

Method used

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  • CNN-based energy-saving lamp control method and device
  • CNN-based energy-saving lamp control method and device
  • CNN-based energy-saving lamp control method and device

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Embodiment Construction

[0061] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0062] The invention is applicable to numerous general purpose or special purpose computing device environments or configurations. For example: personal computer, server computer, handheld or portable device, tablet type device, multiprocessor device, distributed computing environment including any of the above devices or devices, etc.

[0063] The embodiment of the present invention provides a CNN-based energy-saving lamp control method, which can be applied ...

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Abstract

The invention provides a CNN-based energy-saving lamp control method and device. The method comprises the steps: the panoramic image of the target implementation environment is obtained, the panoramicimage is divided into a plurality of regions according to the distribution law of lamps in the target implementation environment and a multi-region panoramic image is obtained, the multi-region panoramic image is input into a pre-constructed recognition model and the recognition result information of the multi-region panoramic image is obtained, each target region in the multi-region panoramic image is determined according to the recognition result information, the target lamp corresponding to each target region is determined and the illumination brightness corresponding to each target lamp is determined, a control module corresponding to each target lamp is triggered according to each target lamp and the illumination brightness corresponding to each target lamp and the target lamp performs illuminating with the illumination brightness corresponding to the target lamp. With application of the CNN-based energy-saving lamp control method, the automatic control of lighting can be realized and more lighting power can be saved.

Description

technical field [0001] The invention relates to the field of intelligent control, in particular to a CNN-based energy-saving lamp control method and device. Background technique [0002] With the rapid development of social economy and science and technology, people's living standards continue to improve, and the demand for energy is increasing day by day. Energy conservation and effective use of energy have become issues of concern to people. However, in real life, the waste of energy, especially the waste of electricity, still exists. Taking high-efficiency classrooms as an example, due to poor management, the problem of waste of electricity for lighting is becoming more and more serious, and "the lights are always on when no one is there" often occurs. Wait for electricity waste. In order to save more lighting power, it is necessary to control the on and off of the lamps, and control the lamps to be in the lighting state when there are people, and to be in the off state ...

Claims

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Application Information

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IPC IPC(8): H05B37/02G06K9/00G06N3/04G06N3/08
CPCG06N3/084G06V20/00G06N3/048G06N3/045Y02B20/40
Inventor 陈达权黄运保李海艳黄智彦
Owner GUANGDONG UNIV OF TECH
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