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Job scheduling and computer room air conditioning control method for data center energy consumption minimization

A data-oriented technology with minimal energy consumption, applied in mechanical equipment, design optimization/simulation, etc., can solve the problems of complex thermal coupling relationship of data centers, waste of IT equipment energy consumption, single consideration of goals, etc., to improve energy efficiency, The effect of reducing overall energy consumption and overall low energy consumption

Active Publication Date: 2021-02-02
XI AN JIAOTONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] (1) For IT equipment, due to the single consideration of the job scheduling strategy, the energy consumption of IT equipment is wasted, and it may affect the safe operation of IT equipment
[0005] (2) In order to cope with various emergencies in the data center, the refrigeration equipment usually sets the temperature relatively low, resulting in excessive cooling
[0006] (3) Refrigeration equipment is usually based on feedback control and adjusted according to the temperature of IT equipment. Due to the characteristics of air cooling, the thermal coupling relationship of the data center is complicated, which can easily lead to the problem of cooling lag and affect the operation of IT equipment.

Method used

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  • Job scheduling and computer room air conditioning control method for data center energy consumption minimization
  • Job scheduling and computer room air conditioning control method for data center energy consumption minimization
  • Job scheduling and computer room air conditioning control method for data center energy consumption minimization

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Embodiment Construction

[0037] The present invention provides a job scheduling and computer room air conditioner (CRAC computer room air conditioner) control method oriented to the minimization of data center energy consumption. The temperature prediction model is established through the historical data of the data center computer room to realize the temperature prediction, and the refrigeration equipment is established through the temperature prediction model. The thermal coupling relationship between the fixed temperature and the operating temperature of IT equipment ensures that the temperature of the computer room is within the safety threshold when performing job scheduling and refrigeration equipment control, and because it is based on the predicted temperature, it can be avoided by setting a reasonable forecast field of view. Hot spots, cooling lag issues. The purpose of the overall regulation of job scheduling and refrigeration equipment is to minimize the overall energy consumption of the dat...

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Abstract

The invention discloses a data center energy consumption minimization-oriented operation scheduling and equipment room air conditioner regulation and control method. According to the method, firstly,a data center operation distribution matrix A, a CRAC regulation and control dynamic energy consumption model PDC and a data center temperature prediction model are respectively built through historical data of a data center equipment room; the thermal coupling relation between the set temperature of refrigeration equipment and the operation temperature of IT equipment is built through the data center temperature prediction model; during operation scheduling and refrigeration equipment control, the temperature of the data center equipment room is enabled to be under a constraint condition; thePDC is minimized by using a simulated annealing algorithm through the CRAC state regulation and the integral regulation and control of the refrigeration equipment; and the overall energy consumptionof a data center is reduced. The method provided by the invention has the advantages that the overall energy consumption of the data center is the lowest, and safe operation of equipment is ensured.

Description

technical field [0001] The invention belongs to the technical field of data center job scheduling, and in particular relates to a job scheduling and computer room air-conditioning control method for data center energy consumption minimization. Background technique [0002] At present, the Power Usage Effectiveness (PUE) of large data centers is about 1.5, and there is a common problem of energy waste, and most data centers still use air cooling as the main cooling method, technologies such as liquid cooling and free cooling are still Not commonly used. Reducing data center energy consumption and improving energy efficiency are of great significance for promoting the healthy development of data centers and reducing the pressure on social power supply. [0003] At present, the main energy waste problems faced by data centers can be summed up in the following three points: [0004] (1) Due to the single consideration of the job scheduling strategy of IT equipment, the energy ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): F24F11/46F24F11/64G06F30/20
CPCF24F11/46F24F11/64
Inventor 伍卫国徐一轩赵东方李祯华康益菲
Owner XI AN JIAOTONG UNIV
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