Master's thesis that explores fault detection in nuclear power plants (NPPs) using adaptive process modeling. The author, Jaakko Talonen, from Helsinki University of Technology, details a methodology involving data mining (DM), principal component analysis (PCA), and weighted recursive least squares (WRLS).