Kriging and Latin hypercube sampling assisted simulation optimization in optimal design of PID controller for speed control of DC motor
Investigating less computationally expensive methods for achieving optimal tuning of proportional, integral, and derivative gains in PID controller also has become a main challenging topic in the world of control systems. This paper aims to propose a new less-expensive method to the optimal design o...
Main Authors: | Parnianifard, Amir, Ahmad, Siti Azfanizam, Mohd Ariffin, Mohd Khairol Anuar, Ismail, Mohd Idris Shah, Maghami, Mohammad Reza, Gomes, Chandima |
---|---|
Format: | Article |
Language: | English |
Published: |
American Scientific Publishers
2018
|
Online Access: | http://psasir.upm.edu.my/id/eprint/74806/1/Kriging%20and%20Latin%20Hypercube%20Sampling%20assisted%20simulation%20optimization%20in%20optimal%20design%20of%20PID%20controller%20for%20speed%20control%20of%20DC%20motor.pdf |
Similar Items
-
Design and analysis of computer experiments using polynomial regression and Latin hypercube sampling in optimal design of PID controller
by: Amir Parnianifard, et al.
Published: (2018-06-01) -
Kriging-assisted robust black-box simulation optimization in direct speed control of DC motor under uncertainty
by: Parnianifard, Amir, et al.
Published: (2018) -
Metamodel-based robust simulation-optimization assisted optimal design of multiloop integer and fractional-order PID controller
by: Parnianifard, Amir, et al.
Published: (2020) -
An overview on robust design hybrid metamodeling: Advanced methodology in process optimization under uncertainty
by: Parnianifard, Amir, et al.
Published: (2017) -
Trade-off in robustness, cost and performance by a multi-objective robust production optimization method
by: Parnianifard, Amir, et al.
Published: (2019)