Title :
Neural-based Control of Mine Ventilation Networks
Author :
Turchenko, Iryna ; Kochan, Volodymyr ; Sachenko, Anatoly
Author_Institution :
Ternopil Nat. Economic Univ., Ternopil
Abstract :
A simulation model of a section of mine ventilation network is adapted for modelling sequential neural-based control scheme of mine airflow. The techniques of appropriate training set of neural network, its structure and training algorithm are described. The results of simulation modelling of this approach are presented.
Keywords :
digital simulation; mining industry; neurocontrollers; ventilation; mine airflow control; mine ventilation neural network; sequential neural-based control scheme; simulation modelling; Adaptive control; Automatic control; Computer networks; Control systems; Intelligent networks; Mathematical model; Medical simulation; Neural networks; Sensor systems; Ventilation; airflow control; mine ventilation network; neural network;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2007. IDAACS 2007. 4th IEEE Workshop on
Conference_Location :
Dortmund
Print_ISBN :
978-1-4244-1347-8
Electronic_ISBN :
978-1-4244-1348-5
DOI :
10.1109/IDAACS.2007.4488408
