ANOMALY DETECTION AND DIAGNOSIS/PROGNOSIS METHOD, ANOMALY DETECTION AND DIAGNOSIS/PROGNOSIS SYSTEM, AND ANOMALY DETECTION AND DIAGNOSIS/PROGNOSIS PROGRAM

Patent №

US 9,483,049

Granted

2016-11-01

Filed 2012

Owner

HITACHI, LTD.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13384463

Provided is an anomaly detection method and system capable of constructing determination condition rules of anomaly detection from case-based anomaly detection by way of multivariate analysis of a multi-dimensional sensor signal, applying the rules to design-based anomaly detection of individual sensor signals, and also appropriately executing setting and control of threshold values for highly sensitive, early, and clearly visible detection of anomalies. Anomaly detection on the basis of a case base by way of multivariate analysis controls design-based anomaly detection. That is to say, (1) anomaly detection on the basis of a case base performs selection of sensor signals and anomaly detection according to various types of anomalies. Specifically, anomaly detection (characteristic conversion), evaluation of level of effect of each signal, construction of determination conditions (rules), and display and selection of sensor signals corresponding to the anomaly are performed. (2) Design-based anomaly detection for individual sensor signals performs anomaly detection after the above have been performed. Specifically, setting and control of thresholds, display of thresholds, and anomaly detection and display are performed.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.74
Natural language0.13
Vision0.03
Evolutionary computation0.00
Speech0.00

Ownership

HITACHI, LTD.

assignment · 281890284

Assignors

MAEDA, SHUNJI, SHIBUYA, HISAE

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

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