The application discloses a kind of based on cross-scale holographic field's digital twin construction and regulation
system and method, belong to digital twin and
complex system modeling technical field.The
system includes: cross-scale
data acquisition layer, for from target
physical system acquisition covers microscale, mesoscale and
macro scale multilevel operating state data;Holographic field construction layer is connected with the cross-scale
data acquisition layer, for
multilevel data is mapped into a continuous holographic field, and the information fidelity and
coupling deviation between each scale level are calculated by the single composite operation consisting of exponential operation, logarithmic operation and difference operation;Field diagnosis and regulation layer is connected with the holographic field construction layer, for real-time monitoring the
coupling deviation value of holographic field, when deviation exceeds preset threshold, generating regulation instruction, driving digital twin model to carry out parameter calibration and structure correction;
Closed loop verification layer is connected with the field diagnosis and regulation layer, for verifying the
state consistency of digital twin model after regulation and actual
physical system, and feedback
verification result forms
closed loop iteration.The application realizes the full-scale unified digital twin modeling and
closed loop regulation from microcosmic to macroscopic for the first time, is suitable for earth
system science,
industrial equipment operation and maintenance, city
infrastructure management, ecological
system protection and the digital twin construction and intelligent regulation of various cross-scale complex systems.