Method for identifying key features of dredger construction
By preprocessing and feature identification of dredging project construction data, key features are selected and assigned weights, solving the problem of low efficiency in traditional construction parameter setting, improving construction efficiency and stability, and reducing energy consumption.
CN122412802APending Publication Date: 2026-07-17TONGJI UNIV
View PDF 0 Cites 0 Cited by
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- TONGJI UNIV
- Filing Date
- 2026-04-03
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
Traditional dredging projects that rely on manual experience to set construction parameters are difficult to adapt to the dynamic changes in complex working conditions, resulting in low construction efficiency, high energy consumption, and unstable project quality.
Method used
By preprocessing, identifying features, and analyzing the importance of historical construction data, key features are selected and assigned weights, and the construction logic is adjusted to improve efficiency and stability.
Benefits of technology
It enables the effective identification and adjustment of key features during construction, improving construction efficiency, reducing energy consumption, and enhancing construction stability.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN122412802A_ABST
Abstract
A method for identifying key features of dredger construction, comprising the following steps: preprocessing historical construction data to obtain a plurality of construction-related data sets; using a plurality of algorithms to predict the construction-related data sets to obtain a plurality of importance data sets; screening the importance data in each importance data set, and assigning values to the features corresponding to the screened importance data to obtain a weight corresponding to each feature; and obtaining an identification result corresponding to each feature according to the weight and the importance data. The method for identifying key features of dredger construction can well understand important construction data features in the construction process, adjust the construction logic according to the importance of the construction features, improve the overall construction efficiency, reduce energy consumption, and has good construction stability.
Need to check novelty before this filing date? Find Prior Art