Machine Learning Enhanced Metrology & System Health Monitoring
Insight and management of electrical power systems to drive operational availability and maximum warfighter readiness
Insulation Health Monitoring System
Interprets partial discharge and non-destructive space charge measurements to infer power asset damage and health. Discerns AC, Pulse-Width Modulation (PWM), DC partial discharge signatures. Identifies critical and non-critical types of damage.
Ground Fault Localization System
Reduces time to find and remediate power system faults by identifying feed and distance from measurement hardware, maximizing operational availability and prioritizing warfighter safety with mitigation of severe fault case scenarios. Identifies ground fault occurrence within μS. Localizes within <1 meter in milliseconds.
Zonal DC Protective Relay
Identifies fault location within a zonal DC system architecture, enabling rapid isolation response. Distinguishes between fault and high slew rate pulsed loads.
Space and Asset Health Monitoring System
Performs direct and indirect measurement of vibration. Blends multi-modal information to observe unmeasurable machine health metrics e.g. turbine blade tip stress.
Technical Papers​
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Harmonic Currents Generated by MV Modular Converters and Thermal Insulation Aging of Polymeric Cables 2021 IEEE International Conference on the Properties and Applications of Dielectric Materials (ICPADM), 2021.
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Development of Grounding and Fault Location Techniques in MVDC Shipboard Power and Energy Systems ASNE Advanced Machinery Technology Symposium October 2020.
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Development of Grounding and Fault Localization in Power Electronic-Interfaced MVDC Shipboard Power and Energy Systems 2019 IEEE Electric Ship Technologies Symposium (ESTS), Washington, DC, USA, 2019.