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A platform for research: civil engineering, architecture and urbanism
Frozen soil monitoring method for concrete covering site in seasonal frozen soil area
The invention relates to the technical field of frozen soil monitoring, and discloses a frozen soil monitoring method for a seasonal frozen soil region concrete coverage site, which comprises the following steps: a data collection module used for collecting environment and soil data from various sensors; the data transmission module is used for wirelessly transmitting the collected data to the preprocessing module; the preprocessing module is used for formatting and cleaning the received data; the data analysis module is used for analyzing data by applying a machine learning algorithm and predicting changes of soil and environmental conditions; the visual interface display module is used for dynamically displaying an analysis result and real-time data; and the solar power supply module is used for providing energy support for the whole monitoring system. The soil temperature and humidity sensor and the long-short-term memory network are utilized to accurately monitor and predict the deformation and depth of soil frost heaving, real-time monitoring of the frost heaving deformation of a coverage site is achieved, the development trend of the coverage site is predicted, and a scientific basis is provided for prevention and treatment measures.
本发明涉及冻土监测技术领域，公开了一种季节性冻土区混凝土覆盖场地的冻土监测方法，包括以下步骤：数据收集模块，用于收集来自多种传感器的环境与土壤数据；数据传输模块，用于将收集的数据无线传输至预处理模块；预处理模块，对接收到的数据进行格式化和清洗；数据分析模块，应用机器学习算法分析数据，预测土壤和环境条件的变化；可视化界面展示模块，用于动态展示分析结果和实时数据；太阳能供电模块，用于对整个监测系统提供能源支持。本发明利用土壤温湿度传感器和长短期记忆网络精确监测和预测土壤冻胀的变形和深度，实现对覆盖场地冻胀变形的实时监控，并预测其发展趋势，为防治措施提供科学依据。
Frozen soil monitoring method for concrete covering site in seasonal frozen soil area
The invention relates to the technical field of frozen soil monitoring, and discloses a frozen soil monitoring method for a seasonal frozen soil region concrete coverage site, which comprises the following steps: a data collection module used for collecting environment and soil data from various sensors; the data transmission module is used for wirelessly transmitting the collected data to the preprocessing module; the preprocessing module is used for formatting and cleaning the received data; the data analysis module is used for analyzing data by applying a machine learning algorithm and predicting changes of soil and environmental conditions; the visual interface display module is used for dynamically displaying an analysis result and real-time data; and the solar power supply module is used for providing energy support for the whole monitoring system. The soil temperature and humidity sensor and the long-short-term memory network are utilized to accurately monitor and predict the deformation and depth of soil frost heaving, real-time monitoring of the frost heaving deformation of a coverage site is achieved, the development trend of the coverage site is predicted, and a scientific basis is provided for prevention and treatment measures.
本发明涉及冻土监测技术领域，公开了一种季节性冻土区混凝土覆盖场地的冻土监测方法，包括以下步骤：数据收集模块，用于收集来自多种传感器的环境与土壤数据；数据传输模块，用于将收集的数据无线传输至预处理模块；预处理模块，对接收到的数据进行格式化和清洗；数据分析模块，应用机器学习算法分析数据，预测土壤和环境条件的变化；可视化界面展示模块，用于动态展示分析结果和实时数据；太阳能供电模块，用于对整个监测系统提供能源支持。本发明利用土壤温湿度传感器和长短期记忆网络精确监测和预测土壤冻胀的变形和深度，实现对覆盖场地冻胀变形的实时监控，并预测其发展趋势，为防治措施提供科学依据。
Frozen soil monitoring method for concrete covering site in seasonal frozen soil area
一种季节性冻土区混凝土覆盖场地的冻土监测方法
LIU XIAOHUI (author) / YANG BIN (author) / DENG YUXUAN (author) / HE NA (author) / DONG LONGLONG (author) / JING PENGFEI (author) / ZHANG YIPENG (author) / XU JING (author) / LI YANNA (author) / KUANG CHUNYAN (author)
2024-12-03
Patent
Electronic Resource
Chinese
IPC:
G01N
Untersuchen oder Analysieren von Stoffen durch Bestimmen ihrer chemischen oder physikalischen Eigenschaften
,
INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
/
E02D
FOUNDATIONS
,
Gründungen
/
G01D
MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE
,
Anzeigen oder Aufzeichnen in Verbindung mit Messen allgemein
/
G01W
METEOROLOGY
,
Meteorologie
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G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
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G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
/
H04L
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
,
Übertragung digitaler Information, z.B. Telegrafieverkehr
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