Share

Artificial Intelligence in Chemical Engineering

2012-12-02 Technology & Engineering
Download Artificial Intelligence in Chemical Engineering PDF Online Free

Author :
Release : 2012-12-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 212/5 ( reviews)

GET EBOOK


Book Synopsis Artificial Intelligence in Chemical Engineering by : Thomas E. Quantrille

Download or read book Artificial Intelligence in Chemical Engineering written by Thomas E. Quantrille. This book was released on 2012-12-02. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is the part of computer science concerned with designing intelligent computer systems (systems that exhibit characteristics we associate with intelligence in human behavior). This book is the first published textbook of AI in chemical engineering, and provides broad and in-depth coverage of AI programming, AI principles, expert systems, and neural networks in chemical engineering. This book introduces the computational means and methodologies that are used to enable computers to perform intelligent engineering tasks. A key goal is to move beyond the principles of AI into its applications in chemical engineering. After reading this book, a chemical engineer will have a firm grounding in AI, know what chemical engineering applications of AI exist today, and understand the current challenges facing AI in engineering. Allows the reader to learn AI quickly using inexpensive personal computers Contains a large number of illustrative examples, simple exercises, and complex practice problems and solutions Includes a computer diskette for an illustrated case study Demonstrates an expert system for separation synthesis (EXSEP) Presents a detailed review of published literature on expert systems and neural networks in chemical engineering

Artificial Intelligence in Chemical Engineering

1991 Artificial intelligence
Download Artificial Intelligence in Chemical Engineering PDF Online Free

Author :
Release : 1991
Genre : Artificial intelligence
Kind : eBook
Book Rating : /5 ( reviews)

GET EBOOK


Book Synopsis Artificial Intelligence in Chemical Engineering by : Thomas E. Quantrille

Download or read book Artificial Intelligence in Chemical Engineering written by Thomas E. Quantrille. This book was released on 1991. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is the part of computer science concerned with designing intelligent computer systems (systems that exhibit characteristics we associate with intelligence in human behavior). This book is the first published textbook of AI in chemical engineering, and provides broad and in-depth coverage of AI programming, AI principles, expert systems, and neural networks in chemical engineering. This book introduces the computational means and methodologies that are used to enable computers to perform intelligent engineering tasks. A key goal is to move beyond the principles of AI into its applications in chemical engineering. After reading this book, a chemical engineer will have a firm grounding in AI, know what chemical engineering applications of AI exist today, and understand the current challenges facing AI in engineering. Key Features * Allows the reader to learn AI quickly using inexpensive personal computers * Contains a large number of illustrative examples, simple exercises, and complex practice problems and solutions * Includes a computer diskette for an illustrated case study * Demonstrates an expert system for separation synthesis (EXSEP) * Presents a detailed review of published literature on expert systems and neural networks in chemical engineering.

Applications of Artificial Intelligence in Process Systems Engineering

2021-06-05 Technology & Engineering
Download Applications of Artificial Intelligence in Process Systems Engineering PDF Online Free

Author :
Release : 2021-06-05
Genre : Technology & Engineering
Kind : eBook
Book Rating : 43X/5 ( reviews)

GET EBOOK


Book Synopsis Applications of Artificial Intelligence in Process Systems Engineering by : Jingzheng Ren

Download or read book Applications of Artificial Intelligence in Process Systems Engineering written by Jingzheng Ren. This book was released on 2021-06-05. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, big data, the industrial Internet of Things and deep learning. With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases. Explains the concept of machine learning, deep learning and state-of-the-art intelligent algorithms Discusses AI-based applications in process modeling and simulation, process integration and optimization, process control, and fault detection and diagnosis Gives direction to future development trends of AI technologies in chemical and process engineering

Artificial Intelligence in Process Engineering

2012-12-02 Technology & Engineering
Download Artificial Intelligence in Process Engineering PDF Online Free

Author :
Release : 2012-12-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 143/5 ( reviews)

GET EBOOK


Book Synopsis Artificial Intelligence in Process Engineering by : Michael Mavrovouniotis

Download or read book Artificial Intelligence in Process Engineering written by Michael Mavrovouniotis. This book was released on 2012-12-02. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Process Engineering aims to present a diverse sample of Artificial Intelligence (AI) applications in process engineering. The book contains contributions, selected by the editors based on educational value and diversity of AI methods and process engineering application domains. Topics discussed in the text include the use of qualitative reasoning for modeling and simulation of chemical systems; the use of qualitative models in discrete event simulation to analyze malfunctions in processing systems; and the diagnosis of faults in processes that are controlled by Programmable Logic Controllers. There are also debates on the issue of quantitative versus qualitative information. The control of batch processes, a design of a system that synthesizes bioseparation processes, and process design in the domain of chemical (rather than biochemical) systems are likewise covered in the text. This publication will be of value to industrial engineers and process engineers and researchers.

Machine Learning in Chemistry

2020-05-28 Science
Download Machine Learning in Chemistry PDF Online Free

Author :
Release : 2020-05-28
Genre : Science
Kind : eBook
Book Rating : 005/5 ( reviews)

GET EBOOK


Book Synopsis Machine Learning in Chemistry by : Jon Paul Janet

Download or read book Machine Learning in Chemistry written by Jon Paul Janet. This book was released on 2020-05-28. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in machine learning or artificial intelligence for vision and natural language processing that have enabled the development of new technologies such as personal assistants or self-driving cars have brought machine learning and artificial intelligence to the forefront of popular culture. The accumulation of these algorithmic advances along with the increasing availability of large data sets and readily available high performance computing has played an important role in bringing machine learning applications to such a wide range of disciplines. Given the emphasis in the chemical sciences on the relationship between structure and function, whether in biochemistry or in materials chemistry, adoption of machine learning by chemistsderivations where they are important

You may also like...