Computer-Aided Modeling of Reactive Systems (Hardcover)

Learn to apply modeling and parameter estimation tools and strategies to chemicalprocesses using your personal computer

This book introduces readers to powerful parameter estimation and computational methods for modeling complex chemical reactions and reaction processes. It presents useful mathematical models, numerical methods for solving them, and statistical methods for testing and discriminating candidate models with experimental data. Topics covered include:

Chemical reaction models

Chemical reactor models

Probability and statistics

Bayesian estimation

Process modeling with single-response data

Process modeling with multi-response data

Computer software (Athena Visual Studio) is available via a related Web site http://www.athenavisual.com enabling readers to carry out parameter estimation based on their data and to carry out process modeling using these parameters. As an aid to the reader, an appendix of example problems and solutions is provided.

Computer-Aided Modeling of Reactive Systems is an ideal supplemental text for advanced undergraduates and graduate students in chemical engineering courses, while it also serves as a valuable resource for practitioners in industry who want to keep up to date on the most current tools and strategies available.

學習如何使用個人電腦應用建模和參數估計工具和策略於化學過程

本書介紹了強大的參數估計和計算方法，用於建模複雜的化學反應和反應過程。它提供了有用的數學模型、解決這些模型的數值方法，以及使用實驗數據進行候選模型測試和區分的統計方法。涵蓋的主題包括：

- 化學反應模型
- 化學反應器模型
- 概率和統計
- 貝葉斯估計
- 單響應數據的過程建模
- 多響應數據的過程建模

讀者可以通過相關網站http://www.athenavisual.com獲取電腦軟體（Athena Visual Studio），以根據自己的數據進行參數估計，並使用這些參數進行過程建模。作為讀者的輔助工具，附錄提供了一些例題和解答。

《計算機輔助建模反應系統》是化學工程課程中高年級本科生和研究生的理想輔助教材，同時也是業界從業人員了解最新工具和策略的寶貴資源。