TECHNIQUES FOR THERMAL MODELING OF DATA CENTERS TO IMPROVE ENERGY EFFICIENCY

Patent №

US 8,306,794

Granted

2012-11-06

Filed 2008

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12146852

Techniques for modeling a data center are provided. In one aspect, a method for modeling a data center is provided. The method comprises the following steps. Spatially dense three-dimensional thermal distribution and air flow measurements made in the data center using a mobile off-line surveying system are obtained. A temperature and air flow model for the data center is created using the spatially dense three-dimensional thermal distribution and air flow measurements. The temperature and air flow model is used to make thermal distribution and air flow predictions of the data center. The thermal distribution and air flow predictions are compared with the thermal distribution and air flow measurements made using the mobile off-line surveying system to produce a validated model for the data center.

Machine learningPlanningG06F 1/206G06F 30/13H05K 7/20836G06F 2119/08Y02D 10/00

AI classification

Planning1.00
Machine learning1.00
Evolutionary computation0.34
Vision0.22
Knowledge representation0.00
Natural language0.00
AI hardware0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 216720018

Assignors

HAMANN, HENDRIK F., IYENGAR, MADHUSUDAN K., VAN KESSEL, THEODORE G.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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