
As an Amazon Associate and affiliate partner, Menrva Books earns from qualifying purchases. Learn more
Simulink is a block diagram environment for multidomain simulation and Model-Based Design. It supports system-level design, simulation, automatic code generation, and continuous test and verification of embedded systems. Simulink provides a graphical editor, customizable block libraries, and solvers for modeling and simulating dynamic systems. It is integrated with MATLAB, enabling you to incorporate MATLAB algorithms into models and export simulation results to MATLAB for further analysis. Simulink is a graphical modeling and simulation environment for dynamic systems. You can create block diagrams, where blocks represent parts of a system. A block can represent a physical component, a small system, or a function; an input/output relationship fully characterizes the block. Exporting (logging) simulation data provides a baseline for analyzing and debugging a model. Use standard or custom MATLAB functions to generate simulated system input signals and to graph, analyze, or otherwise postprocess the system outputs. Simulation data can include any combination of signal, time, output, state, and data store logging data. Exporting simulation data involves saving signal values to the MATLAB workspace or to aMAT-fil during simulation for later retrieval and postprocessing. Exporting data is also known as "data logging" or "saving simulation data." To inspect exported simulation data interactively, consider using the Simulation Data Inspector.A Simulink model performs algorithms on input signal data and produces output signals. The model define what input data to use at the start of simulation and what output to capture at the end of simulation. To use system-generated signal data, use source blocks such as a Sine Wave block. Source blocks do not require the use of a variable or external data source. If you cannot configure source blocks to meet your modeling requirements, then supply the signal data.Simulation of models with many time steps and signals can involve big data
This book explores the critical process of managing and exporting simulation data generated by Simulink, a powerful environment for multidomain simulation and Model-Based Design. It details how to effectively import and export simulation data, which is essential for analyzing and debugging complex models. The text covers various types of data logging, including signal, time, output, state, and data store logging, and explains methods for saving this data to the MATLAB workspace or MAT-files for subsequent analysis and postprocessing. It also touches upon the challenges and considerations when dealing with 'big data' generated from simulations with numerous time steps and signals.
The book addresses the practical aspects of data management within the Simulink environment, a crucial component for engineers and researchers utilizing Model-Based Design. It focuses on the technical procedures for logging and exporting simulation data, providing a foundation for analysis and debugging. The content is likely to appeal to users who need to extract and process large volumes of simulation results. The emphasis on data handling suggests a practical, hands-on approach to mastering Simulink's analytical capabilities.
Page Count:
292
Publication Date:
2019-04-28
Publisher:
Amazon Digital Services LLC - KDP Print US
ISBN-10:
1096199998
ISBN-13:
9781096199991
No comments yet. Be the first to share your thoughts!