Real-Time Swing-Up Control of Non-Linear Inverted Pendulum Using Lyapunov Based Optimized Fuzzy Logic Control
نویسندگان
چکیده
This paper investigates the efficacy of an optimized fuzzy logic controller for real-time swing-up control and stabilization to a rigidly coupled twin-arm inverted pendulum system. The proposed utilizes Lyapunov criteria design ensure system stability. membership functions are further based on entropy function. is black-box approach, eliminating need accurate mathematical model experimental results shows improvement in transient steady-state response controlled as compared other state-of-the-art controllers. exhibits small settling time 4.0 s reaches stable position within 5 oscillations. Various error indices evaluated that validates overall performance
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2021
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2021.3058645