The invention discloses a method for constructing a digital twinning
system of a
direct test loop of a power distribution device, and belongs to the technical field of high-
voltage electric appliance test and digital twinning. The method comprises the following steps: constructing a
physical entity and a digital model of the test loop, and determining electrical parameters and physical structures of all elements in the loop; the domain and boundary conditions of the model are solved based on
open source finite element software, and the
electric field of the
circuit breaker is calculated through an adaptive grid;
test data are collected and fused with
simulation data, and a twinborn
database is constructed; key feature parameters are selected from a twinborn
database, physical parameter values of all feature points in a certain on-off state are combined into a
feature vector, the on-off degree of the
circuit breaker corresponding to the state serves as a target value, a complete training sample is formed, a GA-BP neural
network model is constructed, and the neural
network model is trained. According to the invention, multi-
physical field simulation,
state prediction and operation optimization of the test loop are realized, and high-fidelity
simulation, dynamic optimization and safety
controllability of the test process are realized.