METHOD FOR ESTIMATING INSTANTANEOUS POWDER DISCHARGE AMOUNT OF BULK TRAILER AUTOMATIC DISCHARGE SYSTEM
DRIVE
June 18, 2026
A method for estimating an instantaneous powder discharge amount of a bulk trailer automatic discharge system, suitable for estimating an instantaneous powder discharge amount using state parameters related with a powder discharge operation of a bulk trailer, includes (a) obtaining state parameters and a powder discharge amount related with the powder discharge operation for each case; (b) building a database by relating the powder discharge amount with the state parameters; (c) building, using the database, a machine learning model for predicting an instantaneous powder discharge amount depending on pressure values of respective components of the bulk trailer among the state parameters; (d) measuring at least one state parameter among the state parameters during the powder discharge operation, and receiving the at least one state parameter as an input parameter; and (e) estimating an instantaneous powder discharge amount by applying the input parameter to the machine learning model.
Discussion in the ATmosphere