@article{MAKHILLBRJ202013228656, title = {Design and Control of a Vertically Moving Base Inverted Pendulum using NARMA-L2 with Resilient Backpropagation and Levenberg Marquardt Backpropagation Training Algorithm}, journal = {Botany Research Journal}, volume = {13}, number = {2}, pages = {9-13}, year = {2020}, issn = {1995-4751}, doi = {brj.2020.9.13}, url = {https://makhillpublications.co/view-article.php?issn=1995-4751&doi=brj.2020.9.13}, author = {Mustefa,Messay and}, keywords = {Inverted pendulum,nonlinear autoregressive moving average L2,Toolbox,PID controllers}, abstract = {In this study, a vertically moving base inverted pendulum control analysis has been done using MATLAB/Simulink Toolbox. Because the vertically moving base inverted pendulum system is nonlinear and highly unstable, a feedback control system is used to make the system controlled and stable. A PI and PID controllers are used to improve the stability of the pendulum. Comparison of the vertically moving base inverted pendulum using PI and PID controllers for tracking a desired angular position of the system using a step and random input signals and a promising results have been obtained successfully.} }