The invention provides a dynamic
layout optimization method for an equipment area of a
rail transit station, and the method comprises the steps: collecting the real-time state data of a wall correlation structure of a rail-mounted area, the real-time
dynamic data and real-time
static data of the equipment area, and the historical working condition data of the
rail transit station, and constructing a three-dimensional digital twinborn model through employing the data. And constructing an optimization constraint parameter
library containing structural security, function and efficiency dimensions based on the real-time state data. And dynamically adjusting a multi-target optimization weight in combination with real-
time data, and generating a target candidate
layout scheme by adopting an optimization
algorithm. And importing the target candidate
layout scheme into a three-dimensional digital twinborn model, carrying out
simulation verification in combination with historical working conditions, and generating
simulation verification data. And performing comprehensive performance evaluation on the target candidate layout scheme based on the
simulation verification data, and determining a target layout scheme. Dynamic
adaptation of the equipment area layout scheme, the structure real-time state and the operation requirement is achieved, the safety and the comprehensive efficiency of the layout scheme are improved, and reliable operation of the scheme is ensured.