Vibration Control of High-rise Building Via Optimal TMD for Earthquake by Black Window with Elman Model

Author:

Vanshaj Kumar1,K Shukla A1,Shukla Mukesh1,Mishra Abhishek1

Affiliation:

1. Institute of engineering and technology

Abstract

Abstract Tuned Mass Dampers (TMDs) are a useful control gadget to diminish undesired vibrations of tall buildings and gigantic reach ranges against equal burdens like breezes and earthquakes. The better limits for TMD are to reduce the earthquake vibrations of tall buildings; including Soil-Plan Interaction (SSI) influences. The chief mark of this survey is to upgrade the limits of TMD presented to earthquakes and consider the effects of SSI. This study proposes the multi-objective Black Window Optimization (BWO) with Elman Neural Network (ENN) computation is brought on to find the optimal limits of TMD. Considering this procedure redesign the TMD including mass, stiffness, and damping to get the most noteworthy accelerations and displacement of 40 story building model. This is accomplished through restricted part diversions in which soil-structure interaction is depicted by extraordinary impedance capacities, to have computationally capable models to focus on the properties of the soil-structure system. The results are conveyed to the extent that non-layered execution twists of the TMD addressing soil-structure interaction and this proposed procedure is the execution of the MATLAB stage. From the execution results, this proposed BWO-Elman model differentiated and customary methodology, the most outrageous TMD limits are better, likewise, this study assists the researchers with a bettering understanding of earthquake vibrations, and leads the fashioners to achieve the superior TMD for tall designs.

Publisher

Research Square Platform LLC

Reference30 articles.

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2. Chouw, Nawawi. "Behaviour of Soil-Structure System with Tuned-Mass Dampers During near-Source Earthquakes." In 13th World Conference on Earthquake Engineering, Vancouver, BC, Canada. 2004.

3. Pinkaew, T., P. Lukkunaprasit, and P. J. E. S. Chatupote. "Seismic effectiveness of tuned mass dampers for damage reduction of structures." Engineering Structures 25, no. 1 (2003): 39–46.

4. Beck. "Tuned mass dampers for passive control of structures under earthquake excitations;Lopez Rafael H;Encyclopedia of Earthquake Engineering,2015

5. Lara-Valencia, Luis Augusto, Daniel Alejandro Caicedo-Díaz, and Yamile Valencia-González. "Optimal design of tuned mass dampers through differential evolution method for reducing the dynamic response of structures subjected to earthquake loads." Entramado 17, no. 2 (2021): 244–254.

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