Thursday, August 14, 2025

Just Own Research: Non Linear ODE, Phase Diagram and Steady State Analysis

Many nonlinear differential equations cannot be solved explicitly as functions of time. Phase diagrams, however, offer qualitative information about the stability of equations that is helpful in determining whether the equations will converge to an intertemporal (steady-state) equilibrium or not.

If the arrows of motion point towards a steady-state solution, the solution is stable; if the arrows of motion point away from a steady-state solution, the solution is unstable.

The stability of the steady-state equilibrium points can now be read from the graph. Since the arrows of motion point away from the first intertemporal equilibrium  is an unstable equilibrium. With the arrows of motion pointing toward the second intertemporal equilibrium  is a stable equilibrium.

References:

Pena-Levano, Luis Moises. Schaum's Outline of Calculus for Business, Economics and Finance, Fourth Edition (p. 368). McGraw Hill LLC. Kindle Edition. 

Python code for graph generated using Grok.

Wednesday, August 13, 2025

Just Hobby: Ordinary Differential Equation of Simple Pressure Sensor Dynamic Control System ~ By GROK

 Ordinary Differential Equation of a simple dynamic control system

The ODE for the simple pressure sensor, with voltage output ( V(t) ) and input pressure ( P(t) ), is:



This is plot using python, code generated by Grok.