Control Theory and State Estimation

Deep End Era. Engineering with Sankalp · Oct 10, 2026 · 1h 3m

An oscillating plant loop becomes an entry point into the history and mathematics of feedback. Follow governors, frequency-response ideas, transfer functions, poles and zeros into PID and coordinated control strategies. The episode then connects state estimation and advanced approaches to the practical consequences of poor models, delay and failure. Case studies and the meeting point with machine learning illustrate why good control depends on understanding the system as well as tuning a controller.

Chapters

00:00:00 Cold Open: The Oscillation at 2 A.M.

00:02:09 Chapter 1: The Flyball…