A smart façade system controller for optimized wind-induced vibration mitigation in tall buildings

KM Abdelaziz, A Alipour, JD Hobeck - Journal of Wind Engineering and …, 2021 - Elsevier
Wind-induced vibration (WIV) of tall buildings is a major cause of occupant discomfort and
potential fatigue damage. Catastrophic failure may also take place at wind speeds that are …

Optimum aeroelastic control via iterative neural network training for wind-resistant cyber–physical buildings

KM Abdelaziz, JD Hobeck - Applied Soft Computing, 2022 - Elsevier
This research presents iterative optimum training (IOT), which integrates deep neural
networks (DNNs) and population-based optimization techniques such as genetic algorithms …

3D-CFD Study of Oblique Streamlining Membranes on the Roof-Top of a Low-Rise Building, Targeting Pedestrian Comfort-A Case Study

A Mani, K Amini - Green Building & Construction Economics, 2020 - ojs.wiserpub.com
Considering the cubic nature of the most frequent geometries among the urban elements
and their configurations, the manipulation of the free stream wind flow around the enormous …

Enhancing the resolution of the angular orientations of the flow controlling blades on a sustainable house by training an artificial neural network

K Amini, A Mehrjou, M Mani - Energy Efficiency, 2021 - Springer
Among all its effects, the development of the boundary layer, its separation, and formation of
the wake region could lead to higher convective heat transfer over the body, if the flow …

2D-CFD analyses of flow controlling plates on gable roof geometry cross-sections for light air to strong breeze wind speed classifications-an unsteady RANS approach

K Amini, A Mani - Green Building & Construction Economics, 2020 - ojs.wiserpub.com
The flow field analysis has been numerically performed on the effectiveness of a flow control
mechanism called the Flow Controlling Plate (FCP) on buildings. For this purpose, the gable …