Mems: Field Models and Optimal Design
暫譯: MEMS:場模型與最佳設計

Di Barba, Paolo, Wiak, Slawomir

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商品描述

This book highlights numerical models as powerful tools for the optimal design of Micro-Electro-Mechanical Systems (MEMS). Most MEMS experts have a background in electronics, where circuit models or behavioral models (i.e. lumped-parameter models) of devices are preferred to field models. This is certainly convenient in terms of preliminary design, e.g. in the prototyping stage. However, design optimization should also take into account fine-sizing effects on device behavior and therefore be based on distributed-parameter models, such as finite-element models. The book shows how the combination of automated optimal design and field-based models can produce powerful design toolboxes for MEMS. It especially focuses on illustrating theoretical concepts with practical examples, fostering comprehension through a problem-solving approach. By comparing the results obtained using different methods, readers will learn to identify their respective strengths and weaknesses. In addition, special emphasis is given to evolutionary computing and nature-inspired optimization strategies, the effectiveness of which has already been amply demonstrated. Given its scope, the book provides PhD students, researchers and professionals in the area of computer-aided analysis with a comprehensive, yet concise and practice-oriented guide to MEMS design and optimization. To benefit most from the book, readers should have a basic grasp of electromagnetism, vector analysis and numerical methods.

商品描述(中文翻譯)

本書強調數值模型作為微機電系統(Micro-Electro-Mechanical Systems, MEMS)最佳設計的強大工具。大多數MEMS專家具有電子學背景,通常偏好使用電路模型或行為模型(即集中參數模型)來描述設備,而非場模型。這在初步設計階段,例如原型製作階段,確實是方便的。然而,設計優化也應考慮到設備行為的微調效應,因此應基於分佈參數模型,如有限元素模型。本書展示了自動化最佳設計與基於場的模型結合如何產生強大的MEMS設計工具箱。特別著重於用實際範例來說明理論概念,通過問題解決的方法促進理解。通過比較使用不同方法所獲得的結果,讀者將學會識別各自的優勢和劣勢。此外,本書特別強調進化計算和自然啟發的優化策略,其有效性已經得到了充分的證明。考慮到其範疇,本書為計算輔助分析領域的博士生、研究人員和專業人士提供了一本全面、簡明且以實踐為導向的MEMS設計與優化指南。為了從本書中獲益最多,讀者應具備電磁學、向量分析和數值方法的基本知識。