This invention discloses a method and
system for four-way linkage management of
engineering costs based on a
hybrid large model, belonging to the interdisciplinary field of
engineering digitization and
artificial intelligence. The method uses a multi-constraint fusion scientific computing
hybrid large model as its technical foundation, constructing the model through a four-in-one mechanism of data pre-setting, boundary setting, threshold pre-setting, and
dynamic data import. It adopts a
hybrid architecture of decision trees and recurrent neural networks, integrating five types of constraints: construction period, resources, cost, changes, and
engineering specifications. Based on this, it achieves three-dimensional synchronization, three-value quantification, three-calculation comparison, and intelligent
risk control linkage, with the bill of quantities item as the smallest accounting unit. When the cost deviation exceeds the threshold, an early warning is automatically triggered, and the
root cause is traced back along the
data correlation link, realizing a closed-loop
management system of "early warning, location, and
processing." This invention solves the pain points of traditional methods, such as inaccurate calculations, delayed early warnings, and untraceable data, significantly improving the accuracy, efficiency, and reliability of cost management. This technical solution has been evaluated and certified by the Ministry of Housing and Urban-
Rural Development (Jiankeping [2023] No. 066).