The invention relates to an aluminum profile
extrusion process
energy consumption control method and
system, and the method comprises the steps: constructing a
control network with an industrial computer as an upper computer and controllers of an extruder, an aluminum bar
heating furnace and a mold
heating furnace as lower computers, designing main
control software for the industrial computer, building the communication between the upper computer and the lower computer through a TCP / IP protocol, and carrying out the control of the upper computer and the lower computer; meanwhile,
data exchange and real-
time information acquisition with the MES
system are carried out; process parameters in the aluminum profile
extrusion process are obtained from an MES
system, real-
time data of the process parameters are input into the
machine learning model, and the optimized process parameters are output; and according to the process parameters, the preheating temperature of the die and the aluminum bar controlled by
energy consumption and the opening time of a die
heating furnace door and an aluminum bar heating furnace door are automatically and accurately calculated in the
software module. Through combination of an industrial computer, an MES system and a
machine learning technology and accurate calculation of equipment
control parameters, efficient
energy consumption control and
production optimization are realized.