Machine room energy saving method and device based on AI
A technology of energy-saving devices and computer rooms, which is applied in energy-saving computing, mechanical equipment, computer-aided design, etc., can solve problems such as consumption, unsatisfactory energy-saving effect, and excessive manpower and material resources, and achieve the effect of low energy consumption
Pending Publication Date: 2022-02-01
CHINA UNITECHS
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Problems solved by technology
Since the current scheme mainly involves static design, it lacks dynamic adjustment and closed-loop linkage according to equipment usage and environmental temperature changes. When adjusting cooling equipment, staff need to manually adjust according to experience, which will consume more manpower and material resources. , the energy saving effect is not ideal
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[0032] The principle and spirit of the present invention will be described below with reference to several exemplary embodiments. It should be understood that these embodiments are provided only to enable those skilled in the art to better understand and realize the present invention, but not to limit the present invention in any way. the scope of the invention. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
[0033] Those skilled in the art know that the embodiments of the present invention can be implemented as a system, device, device, method or computer program product. Therefore, the present disclosure may be embodied in the form of complete hardware, complete software (including firmware, resident software, microcode, etc.), or a combination of hardware and software.
[0034] According to the embodiment of the present invention, an AI-based compu...
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The invention discloses a machine room energy saving method and device based on AI. The method comprises the following steps: obtaining data, adjusting equipment, constructing a PUE prediction model, searching an optimal parameter combination, and carrying out the automatic adjustment of a parameter management and control system. According to the method and the device, under the condition that machine room equipment and layout are determined, adjustable parameters on the machine room equipment are adjusted by utilizing an existing data AI algorithm, and dynamic adjustment is carried out according to the conditions of different time points, different temperature and humidity environments and different service loads, so the machine room has lower energy consumption of non-IT equipment under the condition that normal operation is guaranteed, and the aim of saving energy of the machine room is achieved.
Description
technical field [0001] The invention relates to the field of computer room energy saving, in particular to an AI-based computer room energy saving method and device. Background technique [0002] Green energy saving is an important design goal of the current computer room. The current energy-saving scheme of the computer room is mainly designed for the hardware or the static layout of the computer room. At present, the commonly used method is to select low-energy equipment, select the appropriate power supply scheme and power supply equipment, and make the layout reasonable. Layout of the computer room and organization of airflow, etc. Since the current scheme mainly involves static design, it lacks dynamic adjustment and closed-loop linkage according to equipment usage and environmental temperature changes. When adjusting cooling equipment, staff need to manually adjust according to experience, which will consume more manpower and material resources. , the energy-saving ef...
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IPC IPC(8): F24F11/63G06F11/30G06F30/27G06F119/06
CPCF24F11/63G06F11/3058G06F30/27G06F2119/06Y02D10/00
Inventor 吴侃
Owner CHINA UNITECHS