Full scale plant optimization in chemical engineering : (Record no. 88163)

000 -LEADER
fixed length control field 07072cam a2200493 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field CITU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240819151314.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu---unuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240819b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783527837281
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783527837274
Qualifying information (electronic bk. : oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783527837298
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3527837299
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783527837281
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3527837280
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3527837272
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783527350384
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1002/9783527837274
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1323250732
040 ## - CATALOGING SOURCE
Original cataloging agency EBLCP
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency EBLCP
Modifying agency YDXIT
-- OCLCQ
-- DG1
-- OCLCF
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TP155
Item number .L39 2022
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 660
Edition number 23/eng/20220609
100 1# - MAIN ENTRY--PERSONAL NAME
Preferred name for the person Lazic, Zivorad R.
Authority record control number http://id.loc.gov/authorities/names/nb2004307277.
245 10 - TITLE STATEMENT
Title Full scale plant optimization in chemical engineering :
Remainder of title a practical guide /
Statement of responsibility, etc Zivorad R. Lazic.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Weinheim, Germany :
Name of publisher, distributor, etc Wiley-VCH,
Date of publication, distribution, etc [2022]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (275 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent.
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia.
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier.
340 ## - PHYSICAL MEDIUM
Source rdacc
Authority record control number or standard number http://rdaregistry.info/termList/RDAColourContent/1003.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - CONTENTS
Formatted contents note Table of Contents<br/>Preface ix<br/><br/>Biography xii<br/><br/>1 The Basic Ideas 1<br/><br/>1.1 Introduction 1<br/><br/>2 Design of Experiments – DOE 3<br/><br/>2.1 The 2 2 Factorial Designs 4<br/><br/>2.2 Effects for 2 2 Factorial Designs 6<br/><br/>2.3 Interactions Between Factors 6<br/><br/>2.4 Standard Error for the Effects 7<br/><br/>2.5 2 3 Factorial Design 7<br/><br/>2.6 Effects for the 2 3 Factorial Designs 9<br/><br/>2.7 Standard Errors of Effects for Two- and Three-Level Factorial Designs 10<br/><br/>3 Neural Network Modeling – Data Mining 17<br/><br/>3.1 Data Preprocessing 18<br/><br/>3.2 Building, Training, and Verifying Model 19<br/><br/>3.3 Model Analyzing 21<br/><br/>3.4 What-Ifs Optimization 25<br/><br/>3.5 DOE Experiment Using Neural Networks Model 26<br/><br/>4 Evolutionary Operation – EVOP 29<br/><br/>4.1 Small-Scale and Plant-Scale Investigation 29<br/><br/>4.2 Scale-up 29<br/><br/>4.3 Static and Evolutionary Operation 30<br/><br/>4.4 Analysis of Information Board 34<br/><br/>4.5 Three-Factor Scheme 35<br/><br/>4.6 Current Best-Known Conditions 36<br/><br/>4.7 Change in Mean for a 2 2 Factorial Design with Center Point 38<br/><br/>4.8 Standard Errors for the Effects 38<br/><br/>4.9 The Effects and Their Standard Errors for a 2 2 Design with Center Point 40<br/><br/>4.10 Analysis of Information Board for Three Responses Using Factorial Effects 40<br/><br/>4.11 2 3 Factorial Design Effects, Interpretation, and Information Board 41<br/><br/>4.11.1 An Estimate of Standard Deviation 43<br/><br/>4.12 Dividing the 2 3 Factorial Design Into Two Blocks 45<br/><br/>4.13 2 3 Design with Two Center Points Run in Two Blocks 45<br/><br/>4.13.1 Two Standard Error Limits for the Overall Change in Mean 46<br/><br/>5 Different Techniques of EVOP 49<br/><br/>5.1 Box EVOP – BEVOP 49<br/><br/>5.2 Calculation Procedure for Two-Factor EVOP 50<br/><br/>5.3 Calculation Procedure for Three-Factor EVOP 54<br/><br/>5.4 BEVOP in Plant-Scale Experiments 93<br/><br/>5.5 BEVOP Applications 96<br/><br/>5.6 BEVOP Advantages and Disadvantages 99<br/><br/>5.7 BEVOP Simulation 100<br/><br/>5.7.1 2 2 BEVOP Simulation 100<br/><br/>5.7.1.1 Simulation No. 1 100<br/><br/>5.7.1.2 Simulation No. 2: 2 2 BEVOP 117<br/><br/>5.7.1.3 Simulation No. 3: 2 2 BEVOP 127<br/><br/>5.7.2 2 3 BEVOP Simulation 134<br/><br/>5.7.2.1 Simulation No. 4 134<br/><br/>5.8 Rotating Square Evolutionary Operation – ROVOP 155<br/><br/>5.8.1 2 2 Rovop 155<br/><br/>5.8.2 Method of Analysis 157<br/><br/>5.8.3 2 2 ROVOP Simulation 158<br/><br/>5.8.3.1 Simulation No. 5 158<br/><br/>5.8.4 2 3 ROVOP Simulation 185<br/><br/>5.8.4.1 Simulation No. 6: 2 3 ROVOP 186<br/><br/>5.9 Random Evolutionary Operation – REVOP 198<br/><br/>5.9.1 REVOP Simulation 200<br/><br/>5.9.1.1 Simulation No. 7 200<br/><br/>5.10 Quick-Start EVOP – QSEVOP 204<br/><br/>5.10.1 The way QSEVOP works 204<br/><br/>5.10.2 How to Recover From “Hang-ups” 207<br/><br/>5.11 QSEVOP Simulation 208<br/><br/>5.11.1 Simulation No. 8 208<br/><br/>5.12 Simplex Evolutionary Operation – SEVOP 214<br/><br/>5.12.1 The Basic Simplex Method 214<br/><br/>5.12.2 Simplex Evolutionary Operation – SEVOP 223<br/><br/>5.12.3 SEVOP Simulation 228<br/><br/>5.12.3.1 Simulation S-9 228<br/><br/>5.12.3.2 Simulation S-10 231<br/><br/>5.13 Some Practical Advice About Using EVOP 233<br/><br/>6 EVOP Software 235<br/><br/>Appendix A The Approximate Method of Estimating the Standard Deviation in EVOP 237<br/><br/>Appendix B 2 2 -and2 3 -Factor Box EVOP Calculations with Center Point 239<br/><br/>Appendix C Short Table of Random Normal Deviates 243<br/><br/>Appendix d How Many Cycles Are Necessary to Detect Effects of Reasonable Size 245<br/><br/>Appendix E Multiple Responses: The Desirability Approach 247<br/><br/>References 253<br/><br/>Index 257
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access Available to Cebu Institute of Technology - University Library.
520 ## - SUMMARY, ETC.
Summary, etc Chemical engineers are a vital part of the creation of any process development—lab-scale and pilot-scale—for any plant. In fact, they are the lynchpin of later efforts to scale-up and full-scale plant process improvement. As these engineers approach a new project, there are three generally recognized methodologies that are applicable in industry generally: Design of Experiments (DOE), Evolutionary Operations (EVOP), and Data Mining Using Neural Networks (DM).<br/><br/>In Full Scale Plant Optimization in Chemical Engineering, experienced chemical engineer Živorad R. Laziċ offers an in-depth analysis and comparison of these three methods in full-scale plant optimization applications. The book is designed to provide the basic principles and necessary information for complete understanding of these three methods (DOE, EVOP, and DM). The application of each method is fully described.
545 0# - BIOGRAPHICAL OR HISTORICAL DATA
Biographical or historical note About the Author<br/>Živorad R. Laziċ is the author of “Design of Experiments in Chemical Engineering: A Practical Guide”, published by J. Wiley in January 2004. He has produced a unique, “how to do it”, a practical guide for the statistical design of experiments. It is the ideal book for the industrial scientist or engineer who wants to take an advantage of DOE techniques without becoming a statistician. Basic statistical ideas are presented clearly and simply with numerous examples. This is one of the few books that are practically suited for self-study by a busy technologist, engineers and scientists. He is a Certified Six-Sigma Black Belt professional with interests in advanced statistical tools, Design of Experiments(DOE), Statistical Process Control(SPC), Evolutionary Operation(EVOP) and process modeling via application of neural networks.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Chemical engineering.
Authority record control number http://id.loc.gov/authorities/subjects/sh85022900.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Chemical processes.
Authority record control number http://id.loc.gov/authorities/subjects/sh85022948.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Chemical plants.
Authority record control number http://id.loc.gov/authorities/subjects/sh85022931.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://onlinelibrary.wiley.com/doi/book/10.1002/9783527837274
Link text .Full text is available at Wiley Online Library Click here to view
942 ## - ADDED ENTRY ELEMENTS
Source of classification or shelving scheme
Item type EBOOK
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Full call number Date last seen Price effective from Item type
          COLLEGE LIBRARY COLLEGE LIBRARY 2024-08-19 660 L458 2022 2024-08-19 2024-08-19 EBOOK