Effective maintenance of microgrids involves proactive strategies like condition-based monitoring and predictive analytics to ensure reliable power, resiliency, and safety. This approach minimizes the risk of accidents and injuries, contributing to optimal performance and extended system life. The focus of this paper is to propose a framework that i) builds a seamless integration between sensor data and operational & maintenance drivers, and ii) demonstrates the value of this integration for improving mul- tiple aspects of microgrid operations. The promise of a microgrid isn't just about resilience during blackouts; it's about operational. Authorized by Section 40101(d) of the Bipartisan Infrastructure Law (BIL), the Grid Resilience State and Tribal Formula Grants program is designed to strengthen and modernize America's power grid against wildfires, extreme weather, and other natural disasters that are exacerbated by the climate.
