HEALTH MANAGEMENT SYSTEM, FAULT DIAGNOSIS SYSTEM, HEALTH MANAGEMENT METHOD, AND FAULT DIAGNOSIS METHOD

Patent №

US 9,933,338

Granted

2018-04-03

Filed 2014

Owner

HITACHI POWER SOLUTIONS CO., LTD.

+1 more

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14528008

An objective is to identify the health state of mechanical equipment and provide information usable for determining maintenance work timing or the like. A health management system includes a time-series data acquisition unit configured to acquire multi-dimensional sensor data and environmental data from mechanical equipment; a first discrimination unit configured to quantify the equipment state of the mechanical equipment by a statistical method using normal data as learning data; a second discrimination unit configured to quantify the health state indicating the performance or quality of the mechanical equipment by a statistical method using normal data; and an output unit configured to display and/or output to the outside the quantified equipment state and health state.

AI classification

Planning1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.94
Natural language0.00
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

HITACHI POWER SOLUTIONS CO., LTD.

assignment · 341360419

TSURU EDUCATIONAL FOUNDATION

assignment · 341360419

Assignors

NODA, TOUJIROU, SUZUKI, TADASHI, MIYAKOSHI, NAOKI, KOBARI, TOSHIAKI, MIYABE, SHOUZOU, SHIBUYA, HISAE, MAEDA, SHUNJI

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

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