Rubber mixing machine control device, method and program utilizing machine learning

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United States of America Patent

PATENT NO 11141884
APP PUB NO 20200198184A1
SERIAL NO

16622364

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Abstract

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The measured value of a rubber temperature parameter that is related to the temperature of a rubber material to be kneaded by a mixing machine 2 and measured values of correlation parameters that have a correlation with a change in the value of the rubber temperature parameter are acquired. The measured values are assigned to an operational control parameter-calculation model equation, which is modified from a rubber temperature parameter-calculation model equation including operational control parameters and the correlation parameters, and a constant and coefficients of the operational control parameters and the correlation parameters are calculated using a machine learning algorithm. A predetermined operational control parameter, which is required in a case in which the rubber temperature parameter is controlled to a predetermined value, is calculated using an operational control parameter-calculation equation that is specified by the coefficients and the constant calculated using the machine learning algorithm.

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Patent Owner(s)

Patent OwnerAddress
MITSUBISHI HEAVY INDUSTRIES MACHINERY SYSTEMS LTDKOBE-SHI HYOGO 652-8585

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Matsushita, Yoichi Hiroshima, JP 22 19
Noguchi, Shinichi Hiroshima, JP 3 412
Shintani, Koji Hiroshima, JP 12 11
Soga, Ryota Hiroshima, JP 2 1

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