Week - 1 |
Introduction to Stochastic and Deterministic Processes |
Week - 2 |
Correlation Analysis |
Week - 3 |
Nonparametric Identification Methods |
Week - 4 |
Spectral Estimation and Analysis: Application of Spectral Estimation for Fault Diagnosis of Gears in Traction Motors |
Week - 5 |
Spectral Estimation and Analysis: Fault Tracking and Diagnosis of Bogies by Spectral Estimation and Analysis |
Week - 6 |
Input Design |
Week - 7 |
Pseudo-Random Series |
Week - 8 |
Least-Squares and Maximum Likelihood Methods |
Week - 9 |
Linear Predictors: Ar, Arma, Kalman |
Week - 10 |
Iterative Estimation Methods |
Week - 11 |
System Identification for Pantograph Simulations |
Week - 12 |
Analysis of Breakdown Frequencies and Reliability of Railroad Vehicles |
Week - 13 |
Analysis of Railroad Traffic Frequency and Congestion |
Week - 14 |
Passenger Flow Estimation |