- Anomaly detection
- Status estimation
- State change detection
Anomaly detection AI using ultrasound sensor
It is able to detect unknown abnormalities.
- Detects anomalies in waste water treatment settling tanks and other equipment using timeseries data from ultrasound sensors.
- Learns models from normal state data alone, and calculates anomaly scores for evaluation data.
This makes it possible to quickly discover anomalies and minimize operating costs.
Applications
- Detects anomalies in settling tanks for waste water treatment.
- In remote facilities monitoring, detects anomalies in facilities where anomalies are rare and gathering examples is difficult.
- Detects anomalies using timeseries data.
Benchmarks, strengths, and track record
- Adopted in S.sensing™ TS, Kurita Water Industries Ltd.’s automatic settling tank monitoring service.