Machine failure prediction service “MMPredict”

Asia wide Manufacturing Business Platform in Malaysia

TECH DIRECTORY Malaysia

Machine failure prediction service “MMPredict”

Machine failure prediction service “MMPredict”

Enhanced facility maintenance efficiency! “MMPredict” is a machine failure prediction service with IoT, Big Data and machine learning technologies.

“MMPredict” provides machine failure prediction using machine-learning technology with data collected from IoT platform “MMCloud”. Early detection of signs of failure improves facility maintenance efficiency.

The status of the device is determined by analysis of correlation between various sensors data. Our engineering techniques, refined through long years of experience in embedded software development, are applied to data cleansing. Together with machine learning technology, we have developed a proprietary calculation method for highly accurate failure prediction.
When signs of failure are detected, the level of contribution of each sensor is also reported to indicate the location of the failure.

[Features]
● Failure prediction via machine-learning data derived from normal operations
● Highly accurate prediction
● Indication of failure location

* For details, please download the catalog or contact us.

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Price

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Stock in Malaysia

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Target industry

Information/Communication Devices 

Company information

YASKAWA INFORMATION SYSTEMS Corporation YASKAWA INFORMATION SYSTEMS Corporation

Products and services features

[Functions]
● Normal operation registration
● Failure prediction analysis
● Failure prediction notification

* For details, please download the catalog or contact us.

Usage / example

[Applications]
● Failure prediction of mechatronics equipment, large-scale equipment, plant equipment, etc.
● Standardization and perpetuation of operational expertise
● Diagnosis and policy decision-making
● Productivity enhancement and increased yield rate

* For details, please download the catalog or contact us.

Catalogue

IoT/M2M SOLUTION Catalog
“MMPerdict”

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Language

English Japanese

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Pick-up

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