Damage prediction for regular reinforced concrete buildings using the decision tree algorithm
نویسندگان
چکیده
منابع مشابه
Steel Buildings Damage Classification by damage spectrum and Decision Tree Algorithm
Results of damage prediction in buildings can be used as a useful tool for managing and decreasing seismic risk of earthquakes. In this study, damage spectrum and C4.5 decision tree algorithm were utilized for damage prediction in steel buildings during earthquakes. In order to prepare the damage spectrum, steel buildings were modeled as a single-degree-of-freedom (SDOF) system and time-history...
متن کاملDamage Assessment of Reinforced Concrete Buildings Considering Irregularities (RESEARCH NOTE)
Structural damage can be controlled in performance based seismic design (PBSD) according to the requirement under a certain hazard level. During strong ground motion (GM) such buildings suffer minor to major damages depending on the shaking level of GM. The available damage assessment methods are complex, tedious and time-consuming procedure. In the present study, a simplified empirical model h...
متن کاملProbabilistic assessment of the seismic damage in reinforced concrete buildings
The main objective of this article is to assess the expected seismic damage in reinforced concrete buildings from a probabilistic point of view by using Monte Carlo simulation. To do that, the seismic behavior of the building is studied by using random capacity obtained by considering the mechanical properties of the materials as random variables. Starting from the capacity curves, one can obta...
متن کاملsteel buildings damage classification by damage spectrum and decision tree algorithm
results of damage prediction in buildings can be used as a useful tool for managing and decreasing seismic risk of earthquakes. in this study, damage spectrum and c4.5 decision tree algorithm were utilized for damage prediction in steel buildings during earthquakes. in order to prepare the damage spectrum, steel buildings were modeled as a single-degree-of-freedom (sdof) system and time-history...
متن کاملPrediction of effective moment of inertia for hybrid FRP-steel reinforced concrete beams using the genetic algorithm
Abstract: The use of Concrete beams reinforced with a combination of fiber reinforced polymer (FRP) and steel bars has increased dramatically in recent years, due to improvement in strength and flexural ductility simultaneously. In this paper, we proposed a new equation for estimating the effective moment of inertia of hybrid FRP-steel reinforced concrete (RC) beams on the basis of the...
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ژورنال
عنوان ژورنال: Computers & Structures
سال: 2014
ISSN: 0045-7949
DOI: 10.1016/j.compstruc.2013.10.006