- Title
- Intelligence Prediction System of Semi-Interlocking Masonry Panels Behavior
- Creator
- Zarrin, O.; Ramezanshirazi, M.
- Relation
- 17th International Brick/Block Masonry Conference (17thIB2MaC 2020). Proceedings of the 17th International Brick and Block Masonry Conference IB2MaC 2020 (Krakow, Poland 05-08 July, 2020) p. 426-433
- Publisher Link
- http://dx.doi.org/10.1201/9781003098508-58
- Publisher
- Taylor & Francis
- Resource Type
- conference paper
- Date
- 2020
- Description
- A Semi-Interlocking Masonry (SIM) system has been developed by the Masonry Research Group at The University of Newcastle, Australia. This is a system of seismic resistance for framed structures with masonry panels. SIM panels have the capability of dissipating energy during earthquake excitation through the friction on sliding joints between courses of units. The main objective of this study is to investigate experimentally the out-of-plane load-displacement capacity of SIM panels, and predict its capacity using Artificial Neural Network (ANN). Attempting to introduce several ANNs to predict the maximum displacement of the SIM panels lead to find the best network. The results show that ANNs have the ability of accurate prediction the maximum displacement of SIM panels. In addition, the outcomes of feature selection algorithm help to arrange the most effective factors on maximum displacement to optimize time, safety and cost of projects.
- Subject
- semi-interlocking masonry system (SIM); framed structures; energy; earthquake
- Identifier
- http://hdl.handle.net/1959.13/1436782
- Identifier
- uon:40137
- Identifier
- ISBN:9781003098508
- Language
- eng
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