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A platform for research: civil engineering, architecture and urbanism
Underground pipeline discharge early warning system based on urban water conservancy data
The invention relates to the technical field of pipeline discharge monitoring systems, in particular to an underground pipeline discharge early warning system based on urban water conservancy data. The underground pipeline discharge early warning system based on the urban water conservancy data comprises a data collection module, a data preprocessing module, a self-adaptive learning module, a feature engineering module, an intelligent diagnosis module, an automatic adjustment module, a data safety module and a visualization system module. According to the method, a deep fusion algorithm is used, original data are efficiently cleaned and optimized, the data quality and accuracy are ensured, the adaptive learning module adjusts and optimizes the system performance in real time, the feature engineering module extracts key features from high-dimensional data, the fault recognition speed and accuracy of the intelligent diagnosis module are improved, and the fault diagnosis efficiency is improved. The data security module is combined with an encryption technology and a block chain platform to ensure the security and traceability of data, the credibility and reliability of the system are enhanced, and the visual system module provides a visual three-dimensional virtual reality view, so that the system operation is more visual and humanized.
本发明涉及管道排放监测系统技术领域，具体为一种基于城市水利数据的地下管道排放预警系统，基于城市水利数据的地下管道排放预警系统包括数据收集模块、数据预处理模块、自适应学习模块、特征工程模块、智能诊断模块、自动调整模块、数据安全模块、可视化系统模块。本发明中，使用深度融合算法，高效清洗和优化原始数据，确保数据质量和准确性，自适应学习模块实时调整并优化系统性能，特征工程模块从高维数据中提取关键特征，提高智能诊断模块的故障识别速度和准确率，数据安全模块结合加密技术和区块链平台确保数据的安全性和可追溯性，增强系统信任度和可靠性，可视化系统模块提供直观的三维虚拟现实视图，使系统操作更直观和人性化。
Underground pipeline discharge early warning system based on urban water conservancy data
The invention relates to the technical field of pipeline discharge monitoring systems, in particular to an underground pipeline discharge early warning system based on urban water conservancy data. The underground pipeline discharge early warning system based on the urban water conservancy data comprises a data collection module, a data preprocessing module, a self-adaptive learning module, a feature engineering module, an intelligent diagnosis module, an automatic adjustment module, a data safety module and a visualization system module. According to the method, a deep fusion algorithm is used, original data are efficiently cleaned and optimized, the data quality and accuracy are ensured, the adaptive learning module adjusts and optimizes the system performance in real time, the feature engineering module extracts key features from high-dimensional data, the fault recognition speed and accuracy of the intelligent diagnosis module are improved, and the fault diagnosis efficiency is improved. The data security module is combined with an encryption technology and a block chain platform to ensure the security and traceability of data, the credibility and reliability of the system are enhanced, and the visual system module provides a visual three-dimensional virtual reality view, so that the system operation is more visual and humanized.
本发明涉及管道排放监测系统技术领域，具体为一种基于城市水利数据的地下管道排放预警系统，基于城市水利数据的地下管道排放预警系统包括数据收集模块、数据预处理模块、自适应学习模块、特征工程模块、智能诊断模块、自动调整模块、数据安全模块、可视化系统模块。本发明中，使用深度融合算法，高效清洗和优化原始数据，确保数据质量和准确性，自适应学习模块实时调整并优化系统性能，特征工程模块从高维数据中提取关键特征，提高智能诊断模块的故障识别速度和准确率，数据安全模块结合加密技术和区块链平台确保数据的安全性和可追溯性，增强系统信任度和可靠性，可视化系统模块提供直观的三维虚拟现实视图，使系统操作更直观和人性化。
Underground pipeline discharge early warning system based on urban water conservancy data
一种基于城市水利数据的地下管道排放预警系统
WANG SHUCHANG (author) / YIN YANHONG (author) / WANG BENXUE (author)
2023-12-12
Patent
Electronic Resource
Chinese
IPC:
G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
/
E03F
SEWERS
,
Abwasserkanäle
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
/
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
/
G06T
Bilddatenverarbeitung oder Bilddatenerzeugung allgemein
,
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
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