This invention provides a
project design and optimization method,
system, and storage medium. The method includes: acquiring initial project information; cleaning, normalizing, and performing correlation
processing on the initial project information to obtain processed project information, wherein the processed project information includes processed historical project information and processed current project information; constructing a
knowledge graph by
processing the processed historical project information using a
natural language processing algorithm and a fusion model; constructing a project
performance prediction model using
machine learning methods based on the processed historical project information and the
knowledge graph; acquiring project requirements; determining constraints based on the project requirements; obtaining candidate projects based on the constraints, the project
performance prediction model, and the processed current project information; and determining the final
project based on the candidate projects. This application can improve design efficiency and reduce
resource consumption.