Practical MATLAB Modeling with Simulink: Programming and Simulating Ordinary and Partial Differential Equations
暫譯: 實用 MATLAB 模型建構與 Simulink：編程與模擬常微分方程及偏微分方程
Eshkabilov, Sulaymon L.
相關主題
商品描述
Employ the essential and hands-on tools and functions of MATLAB's ordinary differential equation (ODE) and partial differential equation (PDE) packages, which are explained and demonstrated via interactive examples and case studies. This book contains dozens of simulations and solved problems via m-files/scripts and Simulink models which help you to learn programming and modeling of more difficult, complex problems that involve the use of ODEs and PDEs.
You'll become efficient with many of the built-in tools and functions of MATLAB/Simulink while solving more complex engineering and scientific computing problems that require and use differential equations. Practical MATLAB Modeling with Simulink explains various practical issues of programming and modelling.
After reading and using this book, you'll be proficient at using MATLAB and applying the source code from the book's examples as templates for your own projects in data science or engineering.
What You Will Learn
- Model complex problems using MATLAB and Simulink
- Gain the programming and modeling essentials of MATLAB using ODEs and PDEs
- Use numerical methods to solve 1st and 2nd order ODEs
- Solve stiff, higher order, coupled, and implicit ODEs
- Employ numerical methods to solve 1st and 2nd order linear PDEs
- Solve stiff, higher order, coupled, and implicit PDEs
Who This Book Is For
Engineers, programmers, data scientists, and students majoring in engineering, applied/industrial math, data science, and scientific computing. This book continues where Apress' Beginning MATLAB and Simulink leaves off.
商品描述(中文翻譯)
使用 MATLAB 的常微分方程 (ODE) 和 偏微分方程 (PDE) 套件的基本工具和功能，這些工具和功能通過互動示例和案例研究進行解釋和演示。本書包含數十個模擬和通過 m-files/腳本及 Simulink 模型解決的問題，幫助您學習編程和建模更困難、複雜的問題，這些問題涉及 ODE 和 PDE 的使用。
在解決需要使用微分方程的更複雜的工程和科學計算問題時，您將熟練掌握 MATLAB/Simulink 的許多內建工具和功能。《實用 MATLAB 模型與 Simulink》解釋了編程和建模的各種實際問題。
在閱讀和使用本書後，您將能熟練使用 MATLAB，並將書中示例的源代碼作為您在數據科學或工程項目中的模板。
您將學到什麼
- 使用 MATLAB 和 Simulink 建模複雜問題
- 掌握使用 ODE 和 PDE 的 MATLAB 編程和建模基本知識
- 使用數值方法解決一階和二階 ODE
- 解決剛性、高階、耦合和隱式 ODE
- 使用數值方法解決一階和二階線性 PDE
- 解決剛性、高階、耦合和隱式 PDE
本書適合誰閱讀
本書適合工程師、程序員、數據科學家以及主修工程、應用/工業數學、數據科學和科學計算的學生。本書是 Apress 的《開始使用 MATLAB 和 Simulink》的延續。
作者簡介
Sulaymon L. Eshkabilov, PhD is currently a visiting professor at the Department of Agriculture and Biosystems, North Dakota State University, USA. He obtained his ME diploma from Tashkent Automobile Road Institute, his MSc from Rochester Institute of Technology, NY, USA and his PhD from Cybernetics Institute of Academy Sciences of Uzbekistan in 1994, 2001 and 2005, respectively. He was an associate professor at Tashkent Automobile Road Institute for December 2006 - January 2017. He also held visiting professor and researcher positions at Ohio University, USA for 2010/2011 and Johannes Kepler University, Austria in January - September 2017. He teaches courses: "MATLAB/Simulink applications for mechanical engineering and numerical analysis" and "Modeling of Engineering Systems" for undergraduate students, "Advanced MATLAB/Mechatronics" seminar/class, "Control applications", "System identification", "Experimentation and testing with analog and digital devices" for graduate students.
His research areas are mechanical vibrations, control, mechatronics and system dynamics. He is an author of over 30 research papers published in peer reviewed journals and conference proceedings in the USA, UK, Uzbekistan, Portugal, Russian Federation, India, Germany and Egypt, and four books published in the USA, Uzbekistan and Sweden. Two of the four books are devoted to MATLAB/Simulink applications for mechanical engineering students and numerical analysis. He has worked as an external academic expert in the European Commission to assess academic projects for 2009 - 2018 and coordinated/authored five institutional joint European projects funded by the European Commission for 2003 - 2016 that involved over two dozen universities from Uzbekistan, UK, Sweden, Italy, Austria, Spain, Portugal, Romania and Belgium.
作者簡介(中文翻譯)
Sulaymon L. Eshkabilov 博士目前是美國北達科他州立大學農業與生物系的訪問教授。他於1994年從塔什干汽車道路學院獲得工程碩士學位，2001年從美國紐約羅切斯特理工學院獲得碩士學位，並於2005年從烏茲別克斯坦科學院的控制論研究所獲得博士學位。他在塔什干汽車道路學院擔任副教授，任期為2006年12月至2017年1月。他還曾於2010/2011年在美國俄亥俄大學擔任訪問教授和研究員，並於2017年1月至9月在奧地利約翰·開普勒大學擔任訪問教授。他教授的課程包括：「機械工程與數值分析的 MATLAB/Simulink 應用」和「工程系統建模」針對本科生，以及「進階 MATLAB/機電一體化」研討會/課程、「控制應用」、「系統識別」、「使用類比和數位設備的實驗與測試」針對研究生。
他的研究領域包括機械振動、控制、機電一體化和系統動力學。他是超過30篇研究論文的作者，這些論文發表在美國、英國、烏茲別克斯坦、葡萄牙、俄羅斯聯邦、印度、德國和埃及的同行評審期刊和會議論文集中，並出版了四本書籍，這些書籍在美國、烏茲別克斯坦和瑞典出版。其中兩本書專門針對機械工程學生的 MATLAB/Simulink 應用和數值分析。他曾擔任歐洲委員會的外部學術專家，評估2009年至2018年的學術項目，並協調/撰寫了五個由歐洲委員會資助的機構聯合歐洲項目，這些項目涉及來自烏茲別克斯坦、英國、瑞典、意大利、奧地利、西班牙、葡萄牙、羅馬尼亞和比利時的二十多所大學，任期為2003年至2016年。
