Video Experimental Relacionado

Updated: Jan 14, 2026

Watershed Planning within a Quantitative Scenario Analysis Framework

Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

Construcción de un grafo de conocimiento para la revisión de cumplimiento de informes de proyectos de conservación de

Zelin Ding¹, Zhefei Fan¹, Yuanfeng Hao²

¹North China University of Water Resources and Electric Power, Zhengzhou City, Henan Province, China.

|January 12, 2026

Resumen

Este estudio presenta un método de grafo de conocimiento para mejorar las revisiones de cumplimiento de informes de conservación de agua. Mejora la eficiencia y la precisión para la transformación digital de la "Conservación de Agua Inteligente".

Área de la Ciencia:

Ingeniería Civil
Ciencias de la Computación
Ciencias de la Información

Sus antecedentes:

Las revisiones manuales de cumplimiento de proyectos de conservación de agua enfrentan desafíos de eficiencia y precisión.
La transformación digital en la conservación de agua requiere métodos avanzados de procesamiento de datos.

Objetivo del estudio:

Desarrollar un método de construcción de grafos de conocimiento para la revisión automatizada del cumplimiento de informes de proyectos de conservación de agua.
Mejorar la transformación digital de las iniciativas de «Conservación de Agua Inteligente».

Principales métodos:

Se utilizó el Procesamiento del Lenguaje Natural (PLN) con BERT-BiLSTM-CRF para el reconocimiento de entidades nombradas de parámetros y cláusulas clave.
Se empleó la Gramática Libre de Contexto (CFG) para el análisis de relaciones y el etiquetado semántico para crear triples de conocimiento estructurados.
Se implementó la base de datos de grafos Neo4j y el kit de herramientas Py2neo para el almacenamiento eficiente y las actualizaciones dinámicas del grafo de conocimiento.

Principales resultados:

El método propuesto identifica con precisión parámetros de ingeniería y cláusulas normativas.
Se logró la representación estructurada del conocimiento de la información de conservación de agua.
Se demostró el almacenamiento efectivo y la actualización dinámica del grafo de conocimiento utilizando Neo4j y Py2neo.

Conclusiones:

El método del grafo de conocimiento mejora significativamente la eficiencia y la precisión de las revisiones de cumplimiento de informes de proyectos de conservación de agua.
Proporciona soporte técnico para la transformación digital de proyectos de conservación de agua.
Contribuye al desarrollo inteligente de la industria de la conservación de agua.

Palabras clave:

grafo de conocimiento revisión de cumplimiento conservación de agua procesamiento del lenguaje natural ingeniería civil

Más Videos Relacionados

Continuous Instream Monitoring of Nutrients and Sediment in Agricultural Watersheds

Continuous Instream Monitoring of Nutrients and Sediment in Agricultural Watersheds

Published on: September 26, 2017

Design and Construction of an Urban Runoff Research Facility

Design and Construction of an Urban Runoff Research Facility

Published on: August 8, 2014

Videos de Conceptos Relacionados

Design Example: Analyzing Capacity Contours for Flood Risk Assessment

Design Example: Analyzing Capacity Contours for Flood Risk Assessment

Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...

Quality of Water

Quality of Water

In concrete preparation, the quality of water is paramount as it affects the strength and durability of the concrete. Potable water is usually preferred; however, it must not have excessive sodium or potassium to prevent compromising the concrete's integrity. Water quality is typically evaluated based on impurities such as dissolved solids, chlorides, and sulfates, and its pH value is ideally between 6 and 8. Even slightly acidic natural water may be acceptable unless it contains harmful...

Design Example: Alignment of a Road Line Using GIS

Design Example: Alignment of a Road Line Using GIS

The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...

Design Example: Design of an Irrigation Channel

Design Example: Design of an Irrigation Channel

Trapezoidal channels are widely used in irrigation systems due to their cost-effectiveness and efficiency in conveying water. Trapezoidal channels feature a flat bottom and sloping sides, making them stable and easier to construct compared to other shapes. The bottom width and side slope ratio are determined based on the required flow capacity and site conditions. The side slope is kept gentle for unlined channels to prevent soil erosion.Hydraulic parameters in channel design include the flow...

Design Example: Creating a Hydraulic Model of a Dam Spillway

Design Example: Creating a Hydraulic Model of a Dam Spillway

Scaled hydraulic models of dam spillways provide a practical way to replicate and study the intricate flow dynamics of these structures. Often built to a 1:15 ratio, these models allow for observing critical water behavior, such as velocity distribution, flow patterns, and energy dissipation.

Water and Mineral Acquisition

Water and Mineral Acquisition

Specialized tissues in plant roots have evolved to capture water, minerals, and some ions from the soil. Roots exhibit a variety of branching patterns that facilitate this process. The outermost root cells have specialized structures called root hairs that increase the root surface, thus increasing soil contact. Water can passively cross into roots, as the concentration of water in the soil is higher than that of the root tissue. Minerals, in contrast, are actively transported into root cells.