[HTML][HTML] Machine-learning based optimal seismic control of structure with active mass damper

PC Chen, KY Chien - Applied Sciences, 2020 - mdpi.com
In recent years, optimal control which minimizes a cost function formulated by weighted
states and control inputs has been applied to the seismic control of structures. Optimal …

Performance-based optimization of LQR for active mass damper using symbiotic organisms search

PC Chen, BJ Sugiarto, KY Chien - Smart Structures and Systems, 2021 - koreascience.kr
The linear-quadratic regulator (LQR) has been applied to structural vibration control for
decades; however, selection of the weighting matrices of an LQR mostly depends on trial …

Rapid Controller Generation for Vibration Suppression of Structures Using Direct Excitation with Machine Learning

PC Chen, CW Chou, WJ Wang - Journal of Structural Engineering, 2024 - ascelibrary.org
Active mass dampers (AMDs) have been used to suppress vibration of structures subjected
to dynamic loading. Generally, controller design of AMD requires an identified numerical …

Optimal replicator dynamic controller via load balancing and neural dynamics for semi-active vibration control of isolated highway bridge structures

S Javadinasab Hormozabad… - … Aircraft/Aerospace, Energy …, 2021 - Springer
During the past few decades, major structural damages due to natural disasters like
earthquakes has led bridge engineers to develop structural control systems to mitigate …

Load balancing and neural dynamic model to optimize replicator dynamics controllers for vibration reduction of highway bridge structures

SJ Hormozabad, MG Soto - Engineering Applications of Artificial …, 2021 - Elsevier
Earthquakes cause irreparable damages to the built environment, which has led bridge
engineers to develop structural control systems to mitigate damage and improve vibration …

[PDF][PDF] Semi-active control of smart building-MR damper systems using novel TSK-Inv and max-min algorithms

M Askari, J Li, B Samali - Smart Structures and Systems, 2016 - researchgate.net
Two novel semi-active control methods for a seismically excited nonlinear benchmark
building equipped with magnetorheological dampers are presented and evaluated in this …

Seismic response mitigation of buildings with an active inerter damper system

PC Chen, PC Chen, GC Ting - Structural Control and Health …, 2022 - Wiley Online Library
It is realized that force exerted at the two ends of an inerter is proportional to their relative
acceleration between them. Generally, a mechanical inerter has much smaller mass than a …

Vibration control based on reinforcement learning for a flexible building-like structure system with active mass damper against disturbance effects

H Gao, W He, Y Zhang, C Sun - 2020 59th IEEE Conference on …, 2020 - ieeexplore.ieee.org
Vibration and displacement control are of critical importance for both high-rise and ultra high-
rise building systems. A single-floor building-like structure equipped with an active mass …

An adaptive LQR controller based on PSO and maximum predominant frequency approach for semi-active control scheme using MR damper

G Kumar, A Kumar, RS Jakka - Mechanics & Industry, 2018 - mechanics-industry.org
In the linear quadratic regulator (LQR) problem, the generation of control force depends on
the components of the control weighting matrix R. The value of R is determined while …

An inverse TSK model of MR damper for vibration control of nonlinear structures using an improved grasshopper optimization algorithm

F Raeesi, BF Azar, H Veladi, S Talatahari - Structures, 2020 - Elsevier
This paper aims to present an alternative for modeling an inverse dynamic behaviors of a
magneto-rheological (MR) damper using a Takagi-Sugeno-Kang (TSK) fuzzy inference …