Design of an Online Adaptive Fractional‐Order Proportional‐Integral‐Derivative Controller to Reduce the Seismic Response of the 20‐Story Benchmark Building Equipped with an Active Control System
Ommegolsoum Jafarzadeh,
Seyyed Arash Mousavi Ghasemi,
Seyed Mehdi Zahrai
et al.
Abstract:The objective of the present investigation is to introduce a novel adaptive fractional‐order proportional‐integral‐derivative controller, which is characterized by the online tuning of its parameters by utilizing five distinct multilayer perceptron neural networks employing the extended Kalman filter. Utilizing the backpropagation algorithm in training a multilayer perceptron neural network is deemed effective in identifying the structural system and estimating the plant. The controller is applied using the Ja… Show more
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