Control of complex dynamic nonlinear loading process for electromagnetic mill

Archives of Control Sciences

关键词: predictive control;    pole placement;    nonlinear dynamics;    neural modelling;    electromagnetic mill;   

DOI  :  https://doi.org/10.24425/acs.2020.134674

来源: DOAJ

【 摘 要 】

Electromagnetic mill installation for dry grinding represents a complex dynamical system that requires specially designed control system. The paper presents model-based predictive control which locates closed loop poles in arbitrary places. The controller performs as gain scheduling prototype where nonlinear model – artificial recurrent neural network, is parameterized with additional measurements and serves as a basis for local linear approximation. Application of such a concept to control electromagnetic mill load allows for stable performance of the installation and assures fulfilment of the product quality as well as the optimization of the energy consumption.

【 授权许可】

Unknown