| 000 -LEADER |
|---|
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04730cam a2200493 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
23704533 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260310135607.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
t| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
240523s2025 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2024023523 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032597003 |
| Qualifying information |
hardback |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781032597034 |
| Qualifying information |
paperback |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781003455905 |
| Qualifying information |
ebook |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
23704533 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(DLC)23704533 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
DLC |
| -- |
DLC-MRC |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TP184 .R66 2025 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
660.0285/63 |
| Edition number |
23/eng/20241009 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Romagnoli, José A. |
| Fuller form of name |
(José Alberto) |
| Relator term |
author |
| Relationship |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
| Authority record control number or standard number |
http://id.loc.gov/authorities/names/no99088029 |
| Real World Object URI |
http://id.loc.gov/rwo/agents/no99088029 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
AI in chemical engineering : |
| Remainder of title |
unlocking the power within data / |
| Statement of responsibility, etc. |
by José A. Romagnoli, Luis Briceno-Meña, and Vidhyadhar Manee. |
| 246 3# - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Artificial intelligence in chemical engineering |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2025. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxi, 285 pages |
| Other physical details |
Illustrations (some color) |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| Authority record control number or standard number |
http://id.loc.gov/vocabulary/contentTypes/txt |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| Authority record control number or standard number |
http://id.loc.gov/vocabulary/mediaTypes/n |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| Authority record control number or standard number |
http://id.loc.gov/vocabulary/carriers/nc |
| 340 ## - PHYSICAL MEDIUM |
|---|
| Authority record control number or standard number |
http://id.loc.gov/vocabulary/millus/ill |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 2# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Smart manufacturing & machine learning -- Data and data pretreatment. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Chemical manufacturing is being transformed by Industry 4.0. Today's chemical companies are quickly adapting to the digital world, recognizing the power of connection among products, production equipment, and personnel. As technology evolves and manufactured volumes increase, new computational tools and innovative solutions for daily problems are required. AI in Chemical Engineering: Unlocking the Power Within Data familiarizes readers with the key concepts of machine learning and their implementation in the chemical and process industries for increased efficiency, adaptability, and profitability. It explores the evolution of traditional plant operation into an integrated and smart operational environment and provides readers with the basis for developing and understanding the use of tools to collect and analyze data for insight and application. Introduces the principles and applications of unsupervised learning and discusses the role of machine learning in extracting information from plant data and transforming it into knowledge. Conveys the concepts, principles, and applications of supervised learning, setting the stage for developing advanced monitoring systems, complex predictive models, and advanced computer vision applications. Explores implementation of reinforced learning ideas for chemical process control and optimization, investigating various model structures and discussing their practical implementation in both simulation and experimental units. Incorporates sample code examples in Python to illustrate key concepts. Includes real-life case studies in the context of Chemical Engineering and covers a wide variety of Chemical Engineering applications from oil and gas to bioengineering and electrochemistry. Clearly defines types of problems in Chemical Engineering subject to AI solutions and relates them to subfields of AI. With concepts and theory introduced in a logical and sequential manner, this practical text is aimed at advanced students of chemical engineering and industrial practitioners and serves as an essential resource to help readers understand current and new developments in this important and evolving field"-- Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Chemical engineering |
| General subdivision |
Data processing |
| Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh2009118792 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence |
| General subdivision |
Engineering applications |
| Authority record control number or standard number |
http://id.loc.gov/authorities/subjects/sh2009007735 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Chemical processes |
| General subdivision |
Data processing |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence |
| General subdivision |
Industrial applications |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Briceno-Mena, Luis |
| Relator term |
author |
| Relationship |
http://id.loc.gov/vocabulary/relators/aut |
| Real World Object URI |
http://id.loc.gov/rwo/agents/n2024028773 |
| 758 ## - RESOURCE IDENTIFIER |
|---|
| Real World Object URI |
http://id.loc.gov/resources/instances/23704533 |
| 758 ## - RESOURCE IDENTIFIER |
|---|
| Relationship |
http://id.loc.gov/ontologies/bibframe/instanceOf |
| Real World Object URI |
http://id.loc.gov/resources/works/23704533 |
| 884 ## - DESCRIPTION CONVERSION INFORMATION |
|---|
| Conversion process |
DLC bibframe2marc v2.10-dev |
| Conversion date |
20250509 |
| Conversion agency |
DLC |
| Uniform Resource Identifier |
https://github.com/lcnetdev/bibframe2marc/releases/tag/v2.10-dev |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Books |