2007
DOI: 10.1002/stc.85
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Vibration control of wind-induced response of tall buildings with an active tuned mass damper using neural networks

Abstract: This paper introduces a new robust neural network methodology for vibration mitigation of tall building under wind excitation. The building considered is a 76-storey 306 m concrete office tower controlled by an active tuned mass damper (ATMD). The control strategy proposes two neural network (NN) models functioning together online to control the building. The first NN predicts the building's future responses and the second mimics the inverse dynamics of the building control force model, and operates on the fut… Show more

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Cited by 41 publications
(22 citation statements)
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“…Finally, it is should be pointed out again that structural control must be used in 1,000 m‐high building in order to satisfy their safe and comfortable requires at the acting of wind, especially in across‐wind direction. Except traditional aerodynamic treatments used in wind engineering, passive, active, or semiactive structural control device is needed . Furthermore, there are many innovative studies of health monitoring in high‐rise buildings; 1,000 m‐high super‐tall buildings is another important change to apply these techniques.…”
Section: Conclusion and Prospectsmentioning
confidence: 99%
“…Finally, it is should be pointed out again that structural control must be used in 1,000 m‐high building in order to satisfy their safe and comfortable requires at the acting of wind, especially in across‐wind direction. Except traditional aerodynamic treatments used in wind engineering, passive, active, or semiactive structural control device is needed . Furthermore, there are many innovative studies of health monitoring in high‐rise buildings; 1,000 m‐high super‐tall buildings is another important change to apply these techniques.…”
Section: Conclusion and Prospectsmentioning
confidence: 99%
“…Another mean of enhancing the efficacy of a TMD is to use externally powered actuators to continuously tune the stiffness and damping of the TMD, depending upon the feedback response obtained from the parent structure. These mechanisms are termed active, semiactive, or smart TMD (ATMD, STMD) . Though substantially effective, active systems require external power, which might range to megawatts .…”
Section: Introductionmentioning
confidence: 99%
“…These mechanisms are termed active, semiactive, or smart TMD (ATMD, STMD). [17][18][19][20][21][22][23][24][25][26][27][28][29][30][31][32] Though substantially effective, active systems require external power, which might range to megawatts. 33 Also, power failure is very common during windstorms.…”
mentioning
confidence: 99%
“…They concluded that the across-wind vibration control efficiency is higher than that of the along-wind vibration control. Bani-Hani (2007) used neural networks for vibration control of wind-induced response of a tall building with an ATMD. Li et al (2010) presented an optimum design methodology of ATMD for asymmetric structures.…”
Section: Introductionmentioning
confidence: 99%