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
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.