ANALYSIS OF THE INFLUENCE OF MINING IMPACTS ON THE INTENSITY OF DAMAGE TO MASONRY BUILDING STRUCTURES

Abstract

The paper presents the results of the analysis of the extent of damage to building structures subjected to mining impacts in the form of tremors and continuous surface deformation. The two methods which were used included the multiple regression analysis and the Support Vector Machine – SVM, which belongs to the so-called Machine Learning. The study used the database of the design, technical condition and potential causes of damage to 199 non-renovated buildings, up to the age of 20 years, of a traditional brick construction, located in the mining area of Legnica-Głogów Copper District (LGOM). The conducted analysis allowed for the qualitative assessment of the influence of mining impacts on the extent of damage to the studied buildings.

Keywords

• technical condition of buildings, buildings of masonry structure, mining impacts, Partial Least Squares Regression, multiple regression analysis, Support Vector Machine