August 2019, GTC has received a NASA I award titled “Resource Management Strategies for a Resilient Habitat Advanced Life Support (ALS) System.” GTC continues its development in resiliency for life support systems of long-term space habitats. In this program, machine learning algorithms are adapted to determine interactions between systems and subsystems, especially during anomalies, to actively and autonomously control resource utilization and maintain optimal conditions in the habitat for mission success.