METHODS AND APPARATUS FOR PREDICTIVE FAILURE ANALYSIS OF A COOLING DEVICE

Patent №

US 10,197,992

Granted

2019-02-05

Filed 2016

Owner

Z ENTERPRIZE LLC

+2 more

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15010042

The present disclosure relates to the monitoring of a cooling device. More specifically, the methods and apparatus for measuring efficiency of a cooling unit. Monitoring may be done through measurement of the electrical use of the cooling unit and additional environmental variables. This measurement may create a profile for the cooling unit that may be compared to historical performance of the unit itself, the expected performance of the same model or similar model, as well as a combination of both. These measurements may be used to create predictive analysis for expected future performance. These measurements may be used for comparison to the performance of a malfunctioning unit. These measurements may be used to determine when the unit is performing outside the expected range and therefore malfunctioning.

AI hardwareG05B 19/41875G01M 99/005G07C 3/00F25B 49/005

AI classification

AI hardware0.80
Planning0.02
Machine learning0.01
Knowledge representation0.00
Natural language0.00
Speech0.00
Evolutionary computation0.00
Vision0.00

Ownership

Z ENTERPRIZE LLC

assignment · 387620626

TRIPLE Z LLC

correct · 404360366

POLAR CONTROLLER INC.

correct · 411900684

Assignors

ZERINGUE, KALEB

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

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