1. Introduction2. State estimation theory3. Linear and Nonlinear Kalman Filtering4. Robust Kalman Filtering5. Power System Dynamics Modeling6. Observability Analysis7. Dynamic State Estimation Implementations8. Dynamic State Estimation Applications9. Transition to Future10. Conclusion11. Appendix