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1 unstable release
0.10.0 | Mar 17, 2021 |
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#29 in #engineering
335KB
7K
SLoC
Au - Automatic Control Systems Library
Home page and software specification
State-Space representation
Creation of state-space of a linear, time indepentdent system throught the four matrices A, B, C, D.
Calculate the poles of the system.
Calculate the equiliblium point (both state and output) of the system from the given input.
System time evolution
Time response with explicit Runge-Kutta order 2 method with fixed step.
Time response with explicit Runge-Kutta order 4 method with fixed step.
Time response with explicit Runge-Kutta-Fehlberg order 4 and 5 method with adaptive step.
Time response with implicit Radau order 3 method with fixed step.
Discrete time system
Time evolution of a discrete linear system.
Discretization of a continuous linear system using forward Euler, backward Euler and Tustin methods.
Discretization of transfer functions using forward Euler, backward Euler and Tustin methods.
Transfer function representation
Sigle Input Single Output (SISO)
Creation of a single transfer function give a polynomial numerator and denominator.
Calculate the (complex) poles and (complex) zeros of the function.
Evaluation of the transfer function at the given input.
Multiple Input Multiple Output (MIMO)
Creation of a matrix of transfer functions, given a matrix of polynomials and the characteristic polynomial.
Evaluation of the matrix at the given vector of inputs.
(Mutable) Indexing of the matrix elements numerators.
Conversion between representations
SISO state-space -> transfer function
MIMO state-space -> matrix of transfer functions
Transfer function -> state-space (observable form)
Plots
Bode
Calculate the magnitude and phase for a single transfer function in an interval of frequencies.
Polar
Polar plot of a transfer function.
Root locus
Change the root of a system with the variation of the feedback gain.
Controllers
PID (Proportional-integral-derivative) controller, both ideal and real.
Polynomials
Polynomial creation from coefficients or roots.
Polynomial evaluation with Horner method.
(Mutable) Indexing of polynomial coefficients.
Polynomials addition, subtraction and multiplication.
Polynomials multiplication with fast fourier transform.
Polynomial and scalar addition, subtraction, multiplication and division.
Polynomial roots finding (real and complex).
Creation of a matrix of polynomials.
Examples
Examples of library usage can be found in the examples/ folder.
Dependencies
~6MB
~117K SLoC