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商品描述
Systems identification is a general term used to describe mathematical tools and algorithms that build dynamical models from measured data. Mastering System Identification in 100 Exercises takes readers step by step through a series of MATLAB exercises that teach how to measure and model linear dynamic systems in the presence of nonlinear distortions from a practical point of view. Each exercise is followed by a short discussion illustrating what lessons can be learned by the reader.
The book, with its learn-by-doing approach, also includes:
State-of-the-art system identification methods, with both time and frequency domain system identification methods—including the pros and cons of each
Simple writing style with numerous examples and figures
Downloadable author-programmed MATLAB files for each exercise—with detailed solutions
Larger projects that serve as potential assignments
Covering both classic and recent measurement and identifying methods, this book will appeal to practicing engineers, scientists, and researchers, as well as master's and PhD students in electrical, mechanical, civil, and chemical engineering.
商品描述(中文翻譯)
系統辨識是一個通用術語,用於描述從測量數據中建立動態模型的數學工具和演算法。《100個練習掌握系統辨識》逐步引導讀者通過一系列MATLAB練習,教導如何在存在非線性失真情況下測量和建模線性動態系統,並從實際的角度出發。每個練習後都有簡短的討論,說明讀者可以學到的課題。
本書採用實作學習的方法,還包括:
- 最先進的系統辨識方法,包括時間域和頻率域的系統辨識方法—以及每種方法的優缺點
- 簡單的寫作風格,配有大量範例和圖示
- 每個練習的可下載作者編寫的MATLAB檔案—並附有詳細解答
- 更大的專案,作為潛在的作業
本書涵蓋經典和近期的測量及辨識方法,將吸引實務工程師、科學家和研究人員,以及電機、機械、土木和化學工程的碩士和博士生。
