Control Theory Tutorial: Basic Concepts Illustrated by Software Examples

Control Theory Tutorial: Basic Concepts Illustrated by Software Examples

简介:

这本开放存取书在简明的自学指南中介绍了控制理论的基本原理。它通过强调主题的简单概念统一来补充经典文本。新手可以快速了解不同部分如何以及为什么组合在一起。这些概念一个接一个地缓慢而自然地建立起来,直到读者很快就对整体有一个看法。每个概念都通过详细的示例和图形进行说明。每个示例的完整软件代码都可用,为各种假设的实验提供了基础,学习如何编写控制分析程序,并为将来的研究项目奠定了基础。主题集中在健壮性、设计权衡和最优性。本书的大部分内容发展了经典的线性理论。本书的最后一部分考虑了非线性和显式非线性扩展的鲁棒性,以及自适应控制和模型预测控制等高级主题。新的学生,以及来自其他背景的科学家谁想要一个简洁和易于掌握的控制理论覆盖,将受益于强调概念和各种方法的广泛理解。

英文简介:

This open access book introduces the basic principles of control theory in a concise self-study guide. It complements the classic texts by emphasizing the simple conceptual unity of the subject. A novice can quickly see how and why the different parts fit together.

The concepts build slowly and naturally one after another, until the reader soon has a view of the whole. Each concept is illustrated by detailed examples and graphics. The full software code for each example is available, providing the basis for experimenting with various assumptions, learning how to write programs for control analysis, and setting the stage for future research projects.

The topics focus on robustness, design trade-offs, and optimality. Most of the book develops classical linear theory. The last part of the book considers robustness with respect to nonlinearity and explicitly nonlinear extensions, as well as advanced topics such as adaptive control and model predictive control.

New students, as well as scientists from other backgrounds who want a concise and easy-to-grasp coverage of control theory, will benefit from the emphasis on concepts and broad understanding of the various approaches.

书名
Control Theory Tutorial: Basic Concepts Illustrated by Software Examples
译名
控制理论教程:通过软件示例说明的基本概念
语言
英语
年份
2018
页数
112页
大小
2.97 MB
下载
pdf iconControl Theory Tutorial: Basic Concepts Illustrated by Software Examples.pdf
密码
65536

最后更新:2025-04-12 23:54:37

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