TY - GEN
T1 - Simulation analysis on the application of neural network method to predict turret gun control parameters
AU - Wahjudi, Arif
AU - Noor, Deris Triana
N1 - Publisher Copyright:
© 2018 Author(s).
PY - 2018/7/13
Y1 - 2018/7/13
N2 - In general, the parameters of a controller are determined based on the completion of the dynamic equations of the controlled system. However, dynamic equations for a complex system are usually hard to be solved, so that approach or simplification is necessary conducted. On the other hand, these approach and simplification will take away the true control parameter values. Therefore, neural network method is proposed in this study to determine the control parameters without going through the solution of the gun turret dynamic equation as a complex system. Optimal proportional and integral control parameters are predicted using the neural network method, then applied to the proportional-integral (PI) controller for the gun turret system that the turret angles lead to the desired angle. Based on numerical simulation results, gun turret performed by applying this method has a maximum overshoot percentage of 15.63% and maximum settling time of 12.14 seconds.
AB - In general, the parameters of a controller are determined based on the completion of the dynamic equations of the controlled system. However, dynamic equations for a complex system are usually hard to be solved, so that approach or simplification is necessary conducted. On the other hand, these approach and simplification will take away the true control parameter values. Therefore, neural network method is proposed in this study to determine the control parameters without going through the solution of the gun turret dynamic equation as a complex system. Optimal proportional and integral control parameters are predicted using the neural network method, then applied to the proportional-integral (PI) controller for the gun turret system that the turret angles lead to the desired angle. Based on numerical simulation results, gun turret performed by applying this method has a maximum overshoot percentage of 15.63% and maximum settling time of 12.14 seconds.
UR - http://www.scopus.com/inward/record.url?scp=85050458193&partnerID=8YFLogxK
U2 - 10.1063/1.5046295
DO - 10.1063/1.5046295
M3 - Conference contribution
AN - SCOPUS:85050458193
T3 - AIP Conference Proceedings
BT - Disruptive Innovation in Mechanical Engineering for Industry Competitiveness
A2 - Djanali, Vivien S.
A2 - Suwarno, null
A2 - Pramujati, Bambang
A2 - Yartys, Volodymyr A.
PB - American Institute of Physics Inc.
T2 - 3rd International Conference on Mechanical Engineering, ICOME 2017
Y2 - 5 October 2017 through 6 October 2017
ER -