Smart Energy Consumption Control System While Respecting the Quality of the Injection Molded Product

Abstract

This article presents a research study aimed at the development of a control system of the energy consumed during the production of polypropylene product with quality requirements on the injection molding process. First, a design of experiment, linking the parameters of the studied process with the desired output parameters representing the requirements of the dimensional quality of the product and the consumption of the resulting energy, was established, executed, and analyzed. Second, a model of this process will be developed using artificial neural networks. Finally, a control system will be developed in the Matlab-Simulink environment allowing the control of energy consumption according to the quality requested. The study showed the effectiveness of the system developed in the control of the duality quality/energy and can be generalized on other parts produced by this process but also the possibility of reusing the approach used to build control system of other industrial processes.