Does this skill support discrete-time systems?

Yes, many routines included in the skill support the DICO parameter, allowing you to switch between continuous ('C') and discrete ('D') time system calculations.

How does the skill handle array memory layout?

The skill provides specific instructions on using Fortran column-major order (order='F') for NumPy arrays to ensure compatibility with the underlying C and Fortran routines.

What is the ctrlsys library used for?

It is a C11 control systems library with Python bindings used for advanced mathematical operations in control theory, such as synthesis, analysis, and system identification.

Can this skill help with H-infinity controller design?

Yes, it provides specific routine lookups like sb10ad and sb10dd for continuous and discrete H-infinity controller synthesis.

Control Systems & Theory Library

Name: Control Systems & Theory Library
Author: jamestjsp

byjamestjsp

0•

데이터 과학 및 ML

Provides expert guidance for implementing control theory routines, including LQR design, Kalman filtering, and system identification using the ctrlsys library.

This skill equips Claude with specialized knowledge of the ctrlsys C11 control systems library and its Python bindings. It serves as a comprehensive reference for advanced control engineering tasks, such as solving Riccati and Lyapunov equations, performing model reduction, and implementing subspace-based system identification. By providing specific naming convention lookups and technical warnings regarding Fortran-order array management, this skill ensures researchers and engineers can accurately implement complex mathematical control models without common implementation errors.

주요 기능

01Support for model reduction including balanced truncation and Hankel MDA

020 GitHub stars

03Guidance on system identification using MOESP and N4SID subspace methods

04Comprehensive lookup for LQR, H-infinity, and Riccati solver routines

05Detailed patterns for state-space transformations and frequency response analysis

06Technical best practices for Fortran-order memory management and array handling

사용 사례

01Designing optimal state-feedback controllers (LQR/LQG) for continuous or discrete systems

02Analyzing system stability, controllability, and observability for descriptor systems

03Performing system identification from experimental input/output data sets

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