TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 23, No 1: February 2025

Enhanced fuzzy logic control for overcoming intrinsic resistance in inverted pendulum systems

Tin Lu Trung (Ho Chi Minh City University of Technology (HCMUT))
Hung Thoi Ly (Ho Chi Minh City University of Technology (HCMUT))
Hung Duc Nguyen (Ho Chi Minh City University of Technology (HCMUT))
Minh Duc Pham (Ho Chi Minh City University of Technology (HCMUT))



Article Info

Publish Date
26 Nov 2024

Abstract

The paper delves into an in-depth analysis of the intrinsic resistance of the inverted pendulum system which causes the modeling of the system to differ from the actual system. Our primary objective revolves around the implementation and subsequent optimization of fuzzy logic controllers (FLC), drawing inspiration from human perceptual assessments. The processing comprises comprehensive mathematical system modeling, intrinsic resistance examination, and improved fuzzy logic control with detailed membership function and rule design. In addition, we conduct a comparative analysis with the widely recognized linear quadratic regulator (LQR) algorithm, which is considered the conventional control algorithm. The result demonstrates that the improved FLC outperforms the conventional LQR algorithm overshoot mitigation, thereby underscoring its superior efficacy and optimality.

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Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...