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We provide customised solutions for the industry process optimization based on leading edge technologies.
We have a deep expertise and extensive experience in building PHM and CBM technologies in wide variety of industry verticals such as transportation, healthcare, aviation, power, Energy storage systems, air and ground vehicles, etc. We have built solutions that utilize multi-modal data from sensor timeseries, snapshot timeseries, system logs, maintenance case histories in a synergistic manner to improve confidence and specificity in detecting faults and predicting remaining useful life. Our core team members have published numerous technical papers and several reference books in this area
- AI - Machine Learning - Supervised, unsupervised, and semi-supervised learning
- Deep Learning
- Expert Systems
- Autonomy and Resilient Design/Operation of Autonomous Systems
- Knowledge discovery, management, and engineering
- Physics (domain) and data-driven feature engineering
- Data dimensionality reduction - Feature Extraction via Deep Learning
- Statistics and Data Analytics
- Predictive Analytics – Predictive Maintenance of complex systems/processes
- Uncertainty Representation, Propagation and Management