Machine Learning Algorithms for Damage Detection

• The project was completed under the supervision of Dr. KS Raju, CEERI Pilani
• Involves the use of Time Series Accelarator Data for prediction of Health of a Civil Structure.
• Various Unsupervised Machine Leanring Algorithms are analysed on 3 story aluminium frame dataset which was made in CEERI.
• Algorithms ar OneClassSVM, Support Vector Data Description (SVDD), Kernel Principal Component Analysis (KPCA), Greedy Kernel Principal Analysis(GKPCA)