Hendrickson has developed a cloud-based, time-domain modeling platform for hybrid energy projects that effectively captures the real complexity of batteries—state dependence, degradation, and dispatch uncertainty—while running at scale and speed. This innovative platform, designed for energy assessment, is built on high-quality weather simulations, a smart BMS emulator, and an efficient nodal model. It can simulate a full 25-year plant lifecycle in about a minute and run tens of thousands of cases simultaneously. By providing this capability, developers and investors can move beyond limited 'what-if' scenarios and make more accurate, bankable decisions regarding sizing, augmentation, and long-term performance, supported by the insights of a technical advisor.