Low-Altitude Wind Hazard Alerting and Rerouting Service

Todayrsquo;s operational weather guidance does not provide the spatial and temporal granularity necessary to support routing or wind hazard alerting guidance for UAM operations in urban environments. This gap threatens the economic viability and scalability of UAM operations. To address this gap, in Phase I, ATAC and NCAR developed the Low Altitude Wind Hazard Alerting and Rerouting (LAWHAR) service. LAWHAR addresses Subtopic A3.04rsquo;s need for dynamic route planning that considers changing environmental conditions (mainly fine-scale wind impacts) and vehicle performance. LAWHAR leverages NCARrsquo;s Large Eddy Simulation (LES) model for predicting building-induced wind-flow effects at fine resolutions, applies clustering to predict dynamically changing wind hazard regions, and reroutes UAM aircraft away from these hazard regions. Phase I provided a proof-of-concept by demonstrating actionable wind hazard guidance for several Dallas, TX downtown Vertiports for a challenging cold weather-front passage scenario. In Phase II, we build on Phase Irsquo;s success to create a commercial, licensable low-altitude weather guidance tool for several use cases that benefit NASA UAM researchers, UAM/Helicopter/UAS operators and UAM infrastructure planners. Phase II pursues three thrusts: (1) Make enhancements to Phase I SBIR components in the areas of new LES model development, machine learning-based data reduction techniques, LES validation, aircraft-type dependent wind-hazard-severity thresholds, and customer-focused impact metrics (e.g., ride quality), (2) Develop Minimum Viable Products for top-priority use cases, and (3) Operationalize LAWHAR for promising customer applications. Phase II work supports NASArsquo;s ATM-X project by providing a UAM weather guidance and route design capability to support UAM simulation and trade-space studies. It also supports NASArsquo;s AAM National Campaign by providing a weather guidance SDSP for integrated testing with NASA and industry UAM traffic management tools.