A selection of our finest solutions, delivering efficiency and precision through the magic of automation, to thoughtfully address our customers' unique challenges.

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Automated Optimization of Train Control Systems

A system for optimizing train controls by scoring simulations' performance (fuel efficiency, arrival time) to identify the best driving parameters.

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ML-Assisted Validation of Autonomous Freight Train Controls

Development of a machine learning model to select most appropriate simulation environments, improving the test coverage for LEADER energy management software.

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Thermal State Control for Nugget Ice Maker

A novel mechatronics control method utilizing thermal derivatives to predict ice maker states, preventing motor failure and detecting super-cooling events.

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Predictive Refrigerator Control for Power Loss Mitigation

Design and implementation of a smart appliance controller that uses real-time local weather data (via GPS, NWS, and Network Services) to predict power loss events and preemptively adjust operating parameters to preserve stored goods.