In the process of rapid urban development, effective management of septic tanks is an important part of urban infrastructure construction and maintenance. The intelligent monitoring and management platform for septic tanks, with the help of big data technology, is becoming a key force in improving urban management level and ensuring safe urban operation.

Big data technology has brought significant advantages to the intelligent monitoring and management platform for septic tanks. By continuously accumulating various monitoring data of urban underground enclosed spaces (septic tanks), the platform can establish a comprehensive and detailed database. These data cover key information such as liquid level, gas concentration, temperature, etc. They are like the "health indicators" of a city, reflecting the operating status of septic tanks.

Based on accumulated data, using mathematical models for analysis and prediction is the core competitiveness of the platform. For example, by long-term monitoring and analysis of liquid level data, combined with the water use patterns in different regions, a liquid level change model can be established to accurately predict the overflow risk of septic tanks. When the liquid level reaches the warning threshold, the platform promptly issues an alarm to remind relevant departments to arrange cleaning work in advance, effectively avoiding sewage overflow from polluting the urban environment and reducing the impact on residents' lives.

Both big data and mathematical models play an important role in predicting security risks. There are flammable, explosive, toxic and harmful gases such as methane and hydrogen sulfide in septic tanks. Once the concentration exceeds the standard, it is highly likely to cause safety accidents. The platform utilizes big data to analyze historical data and trends of gas concentration, as well as its correlation with other factors such as temperature and liquid level, to construct a gas risk prediction model. Once abnormal fluctuations in gas concentration are detected, the model quickly issues a safety warning, buying valuable time for staff to take measures such as ventilation and emergency repairs, ensuring the safety of urban underground spaces.

The intelligent monitoring and management platform for septic tanks driven by big data, with its powerful data accumulation, analysis and prediction capabilities, effectively improves the refinement and intelligence level of septic tank management, providing solid guarantees for the safe and stable operation of cities and becoming an indispensable technical support for modern urban management.