International Journal of Engineering and Technology

The temperature and Pressure sensors play a vital role in Nuclear Power Plants (NPP). The Rosemount temperature sensor helps to produce the exact temperature and pressure measurement of the nuclear power plant. The sensors that supply real data must respond quickly to the safety systems of NPP. In this paper, first the Dimensionality of the Original dataset is reduced by using Principal Component Analysis (PCA), Independent Component Analysis (ICA) and Singular Value Decomposition (SVD). Finally the sensors Response Time is computed and compared with original response time.