Osmanlı dönemi mimarlık eserleri restorasyon inşaat maliyetlerinin yapay zeka yöntemleri ile tahmini

Abstract

In this study which was carried out in order to estimate construction costs of Ottoman architecture restoration with Artificial Intelligence methods; two methods belonging to Artificial Intelligence systems were used together in two stages. In this sense, ?Fuzzy Logic Method? was used in the determination of value of damage level of monumental structure to be restored; ?Method of Artificial Neural Networks? was used in the estimation of restoration construction costs. Value of damage level to be obtained with fuzzy logic method was used as input vector together with other input variables in artificial neural network model to be created for the estimation of restoration construction costs. Restoration surveying obtained from restitution, restoration and building survey projects of 43 Ottoman monumental vaulted structures which have 153 vault modules were used by obtaining from public enterprises which make restoration study for the formation and examination of method. For this aim, information such as vault radius, vault height, vault shape, height of construction, number of fill front, damage level (with Fuzzy Logic Method, Current condition), construction opening, intervention level (Target condition) were compiled from the projects of these constructions