APPARATUS AND METHOD FOR MEASURING AND PREDICTING SCATTERING DUST BASED ON ARTIFICIAL INTELLIGENCE

摘要

According to the present invention, an apparatus for measuring and estimating road dust mainly generated in a raw material yard and a process of conveying raw material comprises: a weather element inspecting member which measures wind speed, solar radiation, atmosphere pressure, and temperature and humidity of ground or air of a measurement target area; a dust flow duct inspecting member which measures suspended matters that affect visibility of the measurement target area or amount of induced charge of the suspended matters; a work element inspecting member which inspects surface temperature of vibration, noise, raw material, and raw material yard by work activities generated in the ground of the measurement target area; a true value inspecting and collecting member which compares data obtained from the weather inspecting member, the dust flow duct inspecting member, and the work element inspecting member to learn; a facility operation inspecting member which may understand an operation status of a reduction facility; a data managing server which may collect and store data from the inspecting members and the collecting member; and a data analysis unit which has an artificial intelligence software, is associated with the data managing server, calculates current road dust concentration based on an artificial intelligence algorithm, estimates a future generation amount of road dust, and suggests a set operation value of the reduction facility. According to the present invention, through data analysis based on an artificial intelligence algorithm and site obtained data reinforcement learning as a method for calculating fine dust concentration, generation of fine dust may be estimated.