The invention discloses the technical field of constructional
engineering and
intelligent control, and relates to a concrete hydration heat self-
adaptive control method and
system based on digital twinning. The method comprises the following steps: S1, constructing a concrete finite
element model, simulating a hydration heat process, and outputting
simulation data of temperature and
temperature stress; s2, based on the analog data, optimizing the arrangement scheme of the cooling
water pipe and the sensor through a composite
convolutional neural network; s3, arranging and collecting real-time temperature and
temperature stress data according to the scheme; s4, in combination with
simulation and real-
time data, predicting temperature change by adopting a BP neural network and a long-
short term memory network, and constructing a
dynamic prediction model; s5, based on the prediction result and the real-
time data, constructing a WebGL digital twinborn platform, visualizing the data and correcting a prediction model; and S6, dynamically adjusting parameters of the cooling
water pipe according to a correction result to realize hydration heat self-
adaptive control. The invention further provides a
system for realizing the method, the concrete temperature and the
temperature stress can be accurately controlled, and the
engineering structure safety and the
quality control efficiency are improved.