ScopeLab is a research group at Vanderbilt University focusing on the design, operation, and optimization of smart cyber-physical systems using AI. Their work spans several verticals, including smart incident response (reducing response times through proactive stationing and dispatch), smart mobility (AI-based scheduling for vehicle and driver allocation, maintenance, and charging), and smart power (ensuring grid resilience). They utilize AI techniques like deep reinforcement learning and Monte Carlo tree search for optimization, and also explore decentralized operations for enhanced resilience. ScopeLab undertakes various funded projects involving public transit optimization, emergency response system improvements, and electric vehicle grid integration.
• anomaly detection
• sensor fusion
• incident prediction
• proactive stationing and dispatch strategies
• ai-based scheduling systems
• design, operation and optimization of smart cyber-physical systems
• electric vehicle charging optimization
• microtransit optimization
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