Prognostics
Predicting Tomorrow, Today
Paragon Research Corporation, leveraging cutting-edge artificial intelligence and machine learning technologies, provides comprehensive Predictive Health Management (PHM) solutions across complex machines, bio-medical, life sciences, and financial institutions. Our advanced prognostics systems employ real-time sensor data and advanced analytics to continuously monitor the condition of complex machinery and equipment across diverse industrial sectors. This enables highly precise predictions of remaining useful life and facilitates powerful rare event detection capabilities, substantially reducing unplanned downtime and associated maintenance costs.
Paragon has successfully delivered proven AI-driven prognostics solutions tailored to our clients’ needs. A prime example is our AI prognostics model developed specifically for jet engine maintenance —it reduced downtime by an impressive 37% while providing accurate Remaining Useful Life predictions. This allowed the implementation of optimized Condition-Based maintenance strategies to reduce overall operations costs while simultaneously enhancing passenger safety. Additionally, we’ve developed a cutting-edge complex machine prognostics AI model focused on predicting bearing failures for critical rotary wing transmission systems.
What sets Paragon apart is our pioneering research into novel temporal modeling techniques. Our AI models leverage these advanced approaches to capture the intricate patterns embedded across sequential sensor data streams. This innovation enables exceptional prognostics accuracy for complex machine health monitoring along with real-time anomaly detection far surpassing traditional methods. Paragon has also collaborated with government agencies like NASA to develop combined temporal and non-temporal prognostic models that extended effective runtimes by 18% through meticulous conditioning-based maintenance optimization.
With multidisciplinary expertise spanning AI, sensor data analytics, feature engineering, and robust model deployment, Paragon’s PHM solutions drive operational excellence by providing predictive intelligence. Our comprehensive PHM capabilities empower organizations to dramatically reduce costs, minimize downtime, extend asset life cycles, and ensure operational safety and reliability.