Utilizing physical models, sensor updates, operational history, and other data to integrate multi-disciplinary, multi-physical parameters, multi-scales, and multi-probabilities in a simulation process. This process maps into a virtual space, reflecting the full lifecycle of the corresponding physical equipment.