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Method, device and system for predicting health degree of running state of water-cooled air-conditioning system

An operating state, water-cooled air conditioning technology, applied in prediction, neural learning methods, data processing applications, etc., can solve the problems of inability to predict and control water-cooled air conditioning systems, and achieve the effect of solving prediction and control and ensuring reliable operation.

Active Publication Date: 2020-09-11
NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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AI Technical Summary

Problems solved by technology

[0004] The present invention provides a method, device and system for predicting the operating state health of a water-cooled air-conditioning system to solve the problem that the prior art cannot predict and regulate the water-cooled air-conditioning system in advance

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  • Method, device and system for predicting health degree of running state of water-cooled air-conditioning system
  • Method, device and system for predicting health degree of running state of water-cooled air-conditioning system
  • Method, device and system for predicting health degree of running state of water-cooled air-conditioning system

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Embodiment Construction

[0030] In order to solve the problem that the water-cooled air-conditioning system cannot be predicted and adjusted in advance in the prior art, the embodiment of the present invention provides a method for predicting the health of the water-cooled air-conditioning system. The network model predicts the future operating status of the key indicators of the water-cooled air-conditioning system, and further combines the comprehensive evaluation model with variable weights to achieve the health score of the system's future operating status. The model proposed by the invention has high prediction accuracy, and the result form is simple. The quantitative health score is not only conducive to the refined management of the system, but also facilitates subsequent in-depth analysis. The method proposed by the invention has great significance for the predictive maintenance of the water cooling system, helps to reduce the failure rate of the equipment, prolong the service life of the equi...

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Abstract

The invention discloses a method, device and system for predicting the health degree of the running state of a water-cooled air-conditioning system. The invention uses a neural network algorithm to realize the prediction of the running state of the water-cooled air-conditioning system, and provides a water-cooled air-conditioning system based on a comprehensive evaluation method with variable weights. The future health of the water-cooled air-conditioning system, so as to realize the pre-preventive regulation of the operation failure of the water-cooled air-conditioning system, ensure the reliable operation of the water-cooled air-conditioning system and the safety and stability of the data center, thus effectively solving the problem that the water-cooled air-conditioning system cannot be predicted and adjusted in advance in the existing technology The problem.

Description

technical field [0001] The present invention relates to the technical field of data center infrastructure operation and maintenance, in particular to a method, device and system for predicting the health degree of the operating state of a water-cooled air-conditioning system. Background technique [0002] With the rise of cloud computing, big data, artificial intelligence and other technologies, the demand for massive data storage and processing has increased rapidly, and data centers have developed rapidly. As a special building where a large number of servers are centrally placed and managed, data centers face severe cooling challenges. At present, the power density of ultra-high heat cabinets is as high as tens of kilowatts. If the heat generated by the server cannot be discharged in time, the temperature of the computer room will rise rapidly, causing server downtime, business interruption, and even fire and other safety accidents. Therefore, in order to ensure the ther...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): F24F11/89F24F11/64G06N3/08G06Q10/04
CPCG06N3/084G06Q10/04F24F11/64F24F11/89
Inventor 黄建文朱海龙陈苏
Owner NAT COMP NETWORK & INFORMATION SECURITY MANAGEMENT CENT
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