Daqiuzhuang photovoltaic earthquake-resistant bracket retail

Can artificial intelligence improve building plasticity during earthquakes?

However, these parameters are often not optimal because they do not take into account the extensive plasticity expected in building structures during earthquakes. To address this issue, an artificial intelligence (AI)-assisted simulation-driven framework has been developed in this study.

How do I determine the optimal design parameters for earthquake-resistant design?

For each building, the optimal design parameters for earthquake-resistant design will be obtained through nonlinear numerical simulations under a set of ground motion records. A database containing pairs of design inputs and optimal design parameters for earthquake-resistant design will be created.

Is artificial neural network a viable earthquake-resistant design framework?

An artificial neural network (ANN) model was created, optimized, and trained using the created database. The developed ANN model was proved to have a good capability to yield the optimal Ψ with the majority of the absolute errors within 1%, which validates the feasibility of the AI-assisted simulation-driven earthquake-resistant design framework.

Can strong back improve building performance under strong earthquakes?

To improve the performance of building structures under strong earthquakes, the concept of strong back has been proposed by previous researchers , , , in which part of the building is intentionally designed to be stronger to remain essentially elastic under strong earthquakes.

Where is daqiuzhuang Culture Center?

The DQZ Culture Center is situated approximately 200 kilometers south of Beijing in northern China. A rural village in a desolated salty marshland only 30 years ago, Daqiuzhuang has grown from village to city rapidly due to its early investments in and production of the city’s main commodity: steel.

How did daqiuzhuang grow from a village to a city?

A rural village in a desolated salty marshland only 30 years ago, Daqiuzhuang has grown from village to city rapidly due to its early investments in and production of the city’s main commodity: steel.