RL-based Anomaly Detection
A chemical manufacturing company approached us to detect anomalies
occurring in multiple devices using Reinforcement Learning.
- Ranked top 5 anomalies across multiple devices and to detect them RL based Anomaly Detection
with Expert in Loop was proposed.
- Built ML models with optimal parameters on various
algorithms and deployed the optimized model.
- Successfully validated the detection of
targeted anomalies and alerted the maintenance team to prevent them ahead of time.