Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Digital dynamic control method for asphalt pavement construction of highway reconstruction and extension project
The invention discloses a digital dynamic control method for asphalt pavement construction of a highway reconstruction and extension project. The method mainly comprises the following steps: S1, collecting key parameter data of an asphalt pavement; s2, preprocessing the collected data; s3, establishing a parameter database; s4, analyzing the correlation between the compaction degree data and the informatization supervision key parameters, and screening out the key parameters having significant influence on the compaction degree according to a correlation analysis result; s5, constructing a multiple regression model and a BP artificial neural network model; s6, inputting key parameters acquired on site into the multiple regression model and the BP artificial neural network model, and predicting the compactness of the asphalt pavement in real time; s7, dynamically adjusting construction parameters according to the compaction degree data predicted in real time; s8, establishing a completed construction quality tracking system; and S9, integrating all data and models into an informatization management platform. The quality condition in the construction process can be mastered more accurately, and it is ensured that the construction quality meets the standard requirement.
本发明公开了一种公路改扩建工程沥青路面施工数字化动态控制方法，主要包括以下步骤：S1：采集沥青路面的关键参数数据；S2：对采集的数据进行预处理；S3：建立参数数据库；S4：分析压实度数据与信息化监管关键参数之间的相关性，根据相关性分析结果，筛选出对压实度有显著影响的关键参数；S5：构建多元回归模型和BP人工神经网络模型；S6：将现场采集到的关键参数输入多元回归模型和BP人工神经网络模型，实时预测沥青路面的压实度；S7：根据实时预测的压实度数据，动态调整施工参数；S8：建立完成的施工质量追踪系统；S9：将所有数据和模型集成到一个信息化管理平台。本发明能更准确地掌握施工过程中的质量状况，确保施工质量达到标准要求。
Digital dynamic control method for asphalt pavement construction of highway reconstruction and extension project
The invention discloses a digital dynamic control method for asphalt pavement construction of a highway reconstruction and extension project. The method mainly comprises the following steps: S1, collecting key parameter data of an asphalt pavement; s2, preprocessing the collected data; s3, establishing a parameter database; s4, analyzing the correlation between the compaction degree data and the informatization supervision key parameters, and screening out the key parameters having significant influence on the compaction degree according to a correlation analysis result; s5, constructing a multiple regression model and a BP artificial neural network model; s6, inputting key parameters acquired on site into the multiple regression model and the BP artificial neural network model, and predicting the compactness of the asphalt pavement in real time; s7, dynamically adjusting construction parameters according to the compaction degree data predicted in real time; s8, establishing a completed construction quality tracking system; and S9, integrating all data and models into an informatization management platform. The quality condition in the construction process can be mastered more accurately, and it is ensured that the construction quality meets the standard requirement.
本发明公开了一种公路改扩建工程沥青路面施工数字化动态控制方法，主要包括以下步骤：S1：采集沥青路面的关键参数数据；S2：对采集的数据进行预处理；S3：建立参数数据库；S4：分析压实度数据与信息化监管关键参数之间的相关性，根据相关性分析结果，筛选出对压实度有显著影响的关键参数；S5：构建多元回归模型和BP人工神经网络模型；S6：将现场采集到的关键参数输入多元回归模型和BP人工神经网络模型，实时预测沥青路面的压实度；S7：根据实时预测的压实度数据，动态调整施工参数；S8：建立完成的施工质量追踪系统；S9：将所有数据和模型集成到一个信息化管理平台。本发明能更准确地掌握施工过程中的质量状况，确保施工质量达到标准要求。
Digital dynamic control method for asphalt pavement construction of highway reconstruction and extension project
一种公路改扩建工程沥青路面施工数字化动态控制方法
SHEN DIANDONG (Autor:in) / YANG QIN (Autor:in) / LIU BAIPING (Autor:in) / JIANG HAIGUANG (Autor:in) / YU XIN (Autor:in) / JUNG YOON-TAK (Autor:in) / CHEN FUTAO (Autor:in) / SHI LIMIN (Autor:in) / HE JINGYE (Autor:in) / XIE SHUAI (Autor:in)
13.12.2024
Patent
Elektronische Ressource
Chinesisch
IPC:
G06Q
Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke
,
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
/
E01C
Bau von Straßen, Sportplätzen oder dgl., Decken dafür
,
CONSTRUCTION OF, OR SURFACES FOR, ROADS, SPORTS GROUNDS, OR THE LIKE
/
G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
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