Communication machine room temperature model prediction control method and system

A technology of model predictive control and communication equipment room, which is applied in general control system, control/adjustment system, adaptive control, etc., can solve the problems of difficulty in establishing mathematical model of temperature in communication equipment room, poor control quality of traditional control methods, etc., and achieve the goal of overcoming system The effect of stability, good control quality and good robustness

Active Publication Date: 2018-01-26
HUAZHONG UNIV OF SCI & TECH +1
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Problems solved by technology

[0005] Aiming at the above defects or improvement needs of the prior art, the present invention provides a communication room temperature model predictive control method and system, thereby solving the problems in the prior art that it is difficult to establish a mathematical model of the communication room temperature and the traditional control method has poor control quality. question

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  • Communication machine room temperature model prediction control method and system
  • Communication machine room temperature model prediction control method and system
  • Communication machine room temperature model prediction control method and system

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Embodiment 1

[0057] A temperature model predictive control method for a communication room, comprising:

[0058] (1) According to the boundary conditions of the communication room, use CFD to establish a three-dimensional model of the temperature field of the communication room;

[0059] (2) Set the boundary conditions based on the three-dimensional model of the temperature field of the communication equipment room, and use the standard k-ε turbulence model to solve the steady state. The temperature field in the back room is used as the initial condition of the transient solution, and then the temperature of the air outlet of the air conditioner is changed from 292K to 293K for the transient solution to obtain the unit step response data of the input and output temperature.

[0060] (3) Use the least squares method for system identification, use ARX, ARMAX, first-order lag system, and second-order lag system to fit the unit step response data of input and output temperature respectively, a...

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Abstract

The invention discloses a communication machine room temperature model prediction control method and system. The communication machine room temperature model prediction control method includes the steps: according to the boundary conditions of the communication machine room, utilizing CFD to establish a communication machine room temperature field three dimensional model; utilizing the communication machine room temperature field three dimensional model to perform steady state and transient analog solution successively, and obtaining the unit step response data of the input and output temperature; according to the unit step response data of the input and output temperature, obtaining a mathematical model of the communication machine room temperature through system identification, and taking the mathematical model of the communication machine room temperature as the prediction model transfer function of the model prediction controller; and according to the error between the predicted output and the reference locus, obtaining a target function of the model prediction controller which uses rolling optimization to minimize the error between the predicted output and the reference locusof the target function, generating the controlled variable, and utilizing the controlled variable to perform communication machine room temperature control. The communication machine room temperaturemodel prediction control method can effectively establish a mathematical model of the communication machine room temperature, and has good control quality.

Description

technical field [0001] The invention belongs to the field of energy saving, and more specifically relates to a temperature model predictive control method and system for a communication machine room. Background technique [0002] With the advent of the era of big data, major telecommunications companies and IT companies have established large-scale communication equipment rooms. In order to keep the temperature of the communication equipment room constant, the air conditioner often works in the cooling mode of constant temperature for a long time, resulting in a great waste of energy. Increased business costs. Therefore, optimizing the temperature control method of the communication room will bring huge benefits to society and enterprises. [0003] To study the control method of the room temperature in the communication room, it is necessary to collect a large amount of real-time temperature data to establish a mathematical model of the room temperature. This method needs ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G05B13/04
CPCY02B30/70
Inventor 彭刚周晨阳
Owner HUAZHONG UNIV OF SCI & TECH
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