TY - JOUR T1 - Design and Control of a Vertically Moving Base Inverted Pendulum using NARMA-L2 with Resilient Backpropagation and Levenberg Marquardt Backpropagation Training Algorithm AU - Jibril, Mustefa AU - Tadese, Messay AU - Degefa, Reta JO - Botany Research Journal VL - 13 IS - 2 SP - 9 EP - 13 PY - 2020 DA - 2001/08/19 SN - 1995-4751 DO - brj.2020.9.13 UR - https://makhillpublications.co/view-article.php?doi=brj.2020.9.13 KW - Inverted pendulum KW -nonlinear autoregressive moving average L2 KW -Toolbox KW -PID controllers AB - 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. ER -