Efficient modeling and control of large-scale systems

Efficient modeling and control of large-scale systems
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DOI:
10.1007/978-1-4419-5757-3
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发表时间:
2010
期刊:
--
影响因子:
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通讯作者:
J. Mohammadpour;K. Grigoriadis
J. Mohammadpour;K. Grigoriadis
中科院分区:
其他
文献类型:
--
作者:
J. Mohammadpour;K. Grigoriadis

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控制工程系统的复杂性和动态有序度不断增加。复杂的大规模系统(“大”反映的是系统的顺序,而不一定是其物理尺寸)出现在许多工程领域,如微电子力学、制造业、航空航天、土木工程和电力工程。这些系统的建模通常会产生非常高阶的模型,给分析、设计和控制问题带来巨大挑战。”《大规模系统的有效建模和控制》汇编了最新的分析和计算方法,用于解决此类系统的模型简化、性能分析和反馈控制设计。还详细介绍了新的理论发展,新颖的计算方法和在各个领域的说明应用,以及:-跨学科的重点,强调方法和方法,可以在各个工程领域普遍应用-在各个领域的应用,包括微机电系统(MEMS),制造工艺,电力网络,《大规模系统的高效建模与控制》一书是控制和动态系统领域的工程师和研究人员的理想读物。
Complexity and dynamic order of controlled engineering systems is constantly increasing. Complex large scale systems (where" large" reflects the system’s order and not necessarily its physical size) appear in many engineering fields, such as micro-electromechanics, manufacturing, aerospace, civil engineering and power engineering. Modeling of these systems often result in very high-order models imposing great challenges to the analysis, design and control problems." Efficient Modeling and Control of Large-Scale Systems" compiles state-of-the-art contributions on recent analytical and computational methods for addressing model reduction, performance analysis and feedback control design for such systems. Also addressed at length are new theoretical developments, novel computational approaches and illustrative applications to various fields, along with:-An interdisciplinary focus emphasizing methods and approaches that can be commonly applied in various engineering fields-Examinations of applications in various fields including micro-electromechanical systems (MEMS), manufacturing processes, power networks, traffic control" Efficient Modeling and Control of Large-Scale Systems" is an ideal volume for engineers and researchers working in the fields of control and dynamic systems.