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Nyquist Stability Criterion

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Bode Plot Stability AnalysisComplex Numbers Introduction+4 more→→Gain and Phase MarginsNyquist Plot and Encirclement Criterion+2 more
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Core Idea

The Nyquist stability criterion provides a rigorous frequency-domain test for closed-loop stability based on the number of clockwise encirclements N of the critical point −1+0j by the Nyquist plot of the open-loop transfer function G(s)H(s). By Cauchy's argument principle, N = Z − P, where Z is the number of closed-loop right-half-plane poles and P is the number of open-loop RHP poles. For open-loop stable systems (P = 0), stability requires zero encirclements (N = 0). Unlike Bode's rules, the Nyquist criterion correctly handles non-minimum-phase plants, open-loop unstable plants, and systems with time delays that Bode's approximations cannot directly address.

How It's Best Learned

Trace the Nyquist contour carefully and practice counting signed encirclements on hand-drawn Nyquist plots before using software. Relate the Nyquist plot to Bode plots by recognizing that the Bode magnitude and phase are simply the polar form of the Nyquist diagram at each frequency.

Common Misconceptions

Explainer

From your study of Bode plots, you can read off gain margin and phase margin — practical stability measures that work well for most minimum-phase, open-loop stable systems. The Nyquist criterion is the rigorous foundation behind those intuitions, and it extends to cases where Bode analysis breaks down: plants with right-half-plane poles or zeros, non-minimum-phase systems, and systems with transportation delays whose phase response wraps around indefinitely.

The starting point is Cauchy's argument principle from complex analysis. If you evaluate a complex function F(s) around a closed contour in the s-plane, the number of clockwise encirclements of the origin in the F(s)-plane equals Z − P, where Z is the number of zeros of F inside the contour and P is the number of poles inside the contour. For stability analysis, define F(s) = 1 + G(s)H(s), where G(s)H(s) is the open-loop transfer function. The zeros of F(s) are the closed-loop poles — the roots of the characteristic equation 1 + G(s)H(s) = 0. For the closed-loop system to be stable, we need all closed-loop poles in the left half plane (LHP), meaning Z = 0 RHP zeros of F. The Nyquist contour is a closed path in the s-plane that encircles the entire RHP: it runs up the imaginary axis from −j∞ to +j∞ and closes with a large semicircle to the right.

The key substitution: instead of mapping F(s) = 1 + G(s)H(s) and counting encirclements of the origin, map G(s)H(s) directly and count encirclements of the critical point −1+0j. These are equivalent because shifting F(s) left by 1 shifts encirclements from the origin to −1. So the Nyquist criterion becomes: N = Z − P, where N is the number of clockwise encirclements of −1 by the Nyquist plot of G(s)H(s), Z is the number of closed-loop RHP poles, and P is the number of open-loop RHP poles (which you know from factoring the plant). For a stable closed loop you need Z = 0, so you need N = −P — that is, P counter-clockwise encirclements of −1. For open-loop stable systems (P = 0), stability requires exactly zero encirclements in either direction.

The connection to Bode plots is geometric. As frequency ω sweeps from 0 to ∞, G(jω)H(jω) traces a curve in the complex plane. The Bode magnitude plot gives |G(jω)H(jω)| (distance from origin) and the phase plot gives ∠G(jω)H(jω) (angle from positive real axis) — together they uniquely specify each point on the Nyquist curve. Gain margin is the factor by which gain could be increased before the Nyquist curve passes through −1, measured at the frequency where phase is −180°. Phase margin is the additional phase lag that would bring the curve to −1 at the gain crossover frequency. Both margins are visible on the Nyquist plot as distances from the critical point. The Nyquist criterion tells you not just whether these margins are positive but exactly how many times the curve encircles −1 — crucial for open-loop unstable plants where the Bode margin rules give the wrong answer.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Number Bonds to 10 → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts (0s, 1s, 2s, 5s, 10s) → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Angle Pairs: Complementary, Supplementary, and Vertical → Parallel Lines and Transversals → Corresponding Angles → Alternate Interior Angles → Triangle Angle Sum Theorem → Exterior Angle Theorem → Triangle Inequality Theorem → Similar Triangles: AA Similarity → Similar Triangles: SSS and SAS Similarity → Proportions in Similar Triangles → Right Triangle Trigonometry Introduction → Sine, Cosine, and Tangent Ratios → Trigonometric Ratios Review → Radian Measure → Converting Between Degrees and Radians → The Unit Circle → Graphing Sine and Cosine → Graphing Tangent and Reciprocal Trigonometric Functions → Derivatives of Trigonometric Functions → Antiderivatives → Indefinite Integrals → Basic Integration Rules → Riemann Sums → Definite Integral Definition → Double Integrals: Definition and Setup → Iterated Integrals and Fubini's Theorem → Double Integrals over Rectangular Regions → Double Integrals over General Regions → Applications of Double Integrals: Area, Mass, and Moments → Triple Integrals in Cartesian Coordinates → Triple Integrals in Cylindrical and Spherical Coordinates → Change of Variables and the Jacobian Determinant → Applications of Triple Integrals: Volume and Mass → Vector Fields and Their Representations → Line Integrals of Vector Fields → Work and Circulation → Line Integrals of Scalar and Vector Functions → Fundamental Theorem for Line Integrals → Conservative Vector Fields → Conservative Vector Fields and Potential Functions → Curl and Divergence of Vector Fields → Curl and Divergence → Divergence Theorem → Electric Flux and Divergence Theorem → Gauss's Law: Integral Form and Meaning → Solving Problems with Gauss's Law → Conductors in Electrostatic Equilibrium → Capacitance and Capacitors → Dielectrics → Dielectric Constant and Relative Permittivity → Electric Field Inside Dielectric Materials → Dielectric Materials and Polarization → Dielectric Susceptibility and Permittivity → Energy Density in Electric Fields → Electric Current and Current Density → Electrical Resistance and Resistivity → Ohm's Law and Circuit Elements → Electromotive Force (EMF) and Batteries → Kirchhoff's Circuit Laws: Voltage and Current → DC Circuit Network Analysis Methods → Transient Response in RC Circuits → RC Circuits → LC and RLC Circuits → AC Circuits: Fundamentals → Impedance and Reactance → AC Power and Resonance → Electromagnetic Waves → Frequency-Dependent Permittivity and Dispersion → Electromagnetic Waves in Anisotropic Media → Birefringence and Dichroism → Wave Plates: Quarter-Wave and Half-Wave Plates → Circular and Elliptical Polarization Production → Polarization States: Linear, Circular, and Elliptical → Linear Superposition of Waves → Superposition Principle in Electrostatics → Electric Field Lines and Visualization → Electric Potential and Potential Energy → Electric Potential and Voltage → Ideal Voltage and Current Sources → Series, Parallel, and Combined Resistor Networks → Voltage Divider Principle and Applications → Kirchhoff's Voltage and Current Laws → Nodal Analysis Method → Linearity, Superposition, and Scaling → AC Steady-State Circuit Analysis → AC Circuit Analysis Using Phasors → AC Power Analysis → Resonance in RLC Circuits → Frequency Response and Bode Plots → Bode Plot Stability Analysis → Nyquist Stability Criterion

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