Design & Integration of BIM Air Pollution Monitoring System for Emergency Management onthe Construction Site

The lack of a unified platform for the integrated management of various information formats to ensure effective and quick pollution detection is a major issue for the construction sector. As a result, it’s important to enhance the quality of air monitoring using more transparent, integrated, and shrewd techniques.

This prime objective is to create a distributed sensor network based on a constrained field of perception and to extend monitoring data based on the IFC standard in order to implement visualization. Then, a sensor network interface module based on BIM is developed to accomplish the fusion of multi-module sensor data, and computer-based monitoring system architecture gets constructed.

In order to estimate air pollutant concentration, the integrated dataset was created in the prediction model of pollutants and then used in the air pollution emergency management platform. The findings demonstrated that computing and BIM may be utilized in concert to create a unified platform that dramatically enhances the ability to anticipate, detect, and regulate air pollution at construction sites. This helps to manage and forecast air pollution problems and advance environmental management on building sites.

Technology Integration for Air Pollutant Monitoring:

• Predictive models and BIM should be all linked and used on a single platform.

• Based on a Limited Sensing Range, a distributed sensor network should be created.

• To achieve information exchange, monitoring dataneeds to be expanded based on IFC.

• EC needs to be created to enable data preparation and multi-protocol conversion.

• To forecast air pollution concentration, LSTM and ARIMA models should be built.

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