CNN-based energy-saving lamp control method and device
A technology for energy-saving lamps and lamps, applied in energy-saving control technology, neural learning methods, instruments, etc., can solve the problems of high cost, unfavorable implementation and promotion, etc., and achieve the effect of automatic control, saving lighting power, and reducing costs.
Active Publication Date: 2021-08-13
GUANGDONG UNIV OF TECH
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Problems solved by technology
Applying the existing light control methods often requires a large number of sensors, which leads to high cost and is not conducive to specific implementation and promotion
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[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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The present invention provides a method and device for controlling energy-saving lamps based on CNN. The method includes: obtaining a panoramic image of a target implementation environment, dividing the panoramic image into multiple regions according to the distribution law of lamps in the target implementation environment, and obtaining multiple regions Panoramic image, input the multi-region panoramic image into the pre-built recognition model, obtain the recognition result information of the multi-region panoramic image, determine each target area in the multi-region panoramic image according to the recognition result information, and determine the corresponding target area target lamps, and determine the lighting brightness corresponding to each target lamp, and trigger the control module corresponding to each target lamp according to each of the target lamps and the lighting brightness corresponding to each target lamp. Corresponding lighting intensity lighting. Apply the CNN-based energy-saving lamp control method provided by the present invention to realize automatic control of lighting, thereby saving more power consumption for lighting.
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 ...
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IPC IPC(8): H05B47/10G06K9/00G06N3/04G06N3/08
CPCG06N3/084G06V20/00G06N3/048G06N3/045Y02B20/40
Inventor 陈达权黄运保李海艳黄智彦
Owner GUANGDONG UNIV OF TECH