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SIMCA14.01用户指南
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SIMCA14.01用户指南Content The help is parted into 16 chapters, two appendices, and a reference list. 1. How to get started 2. Introduction to multivariate data analysis 3. Overview of SIMCA 4. Quick Access Toolbar 5. File 6. SIMCA import 7. Home 8. Data 9. Batch 10. Analyze 11. Predict 12. Plot/List 13. View 14. Plot and list contextual tabs 15. SIMCA-P+ 12 features - where to find them 16. Help 17. Appendix A: Statistics 18. Appendix B: Preprocessing 19. References
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User Guide to
SIMCA
®
-online
By MKS Data Analytics Solutions
Version 14
1992-2016 MKS Instruments AB, all rights reserved
Information in this document is subject to change without notice and does not
represent a commitment on part of MKS Instruments AB. The software, which
includes information contained in any databases, described in this document is
furnished under license agreement or nondisclosure agreement and may be
used or copied only in accordance with the terms of the agreement. It is
against the law to copy the software except as specifically allowed in the
license or nondisclosure agreement. No part of this user guide may be
reproduced or transmitted in any form or by any means, electronic or
mechanical, including photocopying and recording, for any purpose, without
the express written permission of MKS Instruments AB.
MKS Instruments AB patents and trademarks:
OPTIMIZATION OF DATA PROCESSING PARAMETERS, US-8725469
SEQUENTIAL MODELING, US-7523384
MONITORING MULTIVARIATE PROCESSES, US-5949678
TOP-DOWN CLUSTERING/PLS-TREE®, US-8244498
DESIGN SPACE, US-8086327
MPMC, US-9069345 B2
VALUE FROM DATA®, OPLS®, O2PLS®, OPLS-DA®, O2PLS-DA®,
PLS-TREE®, S-PLOT®, SIMCA®, MODDE®.
Third party software
SIMCA-online is bundled with ExamDiff (
www.prestosoft.com/edp_examdiff.asp),
a freeware tool for visual file comparison. For even more features, check out
ExamDiff Pro (
www.prestosoft.com/edp_examdiffpro.asp).
ID #2063
User guide edition date: May 4, 2016
MKS Instruments AB
Stortorget 21
SE-211 34 Malmö
Sweden
Phone: +46 (0)40 664 2580
Email: DAS_info@mksinst.com
Welcome
Welcome to SIMCA-online 14.
This is your guide to SIMCA-online and its capabilities. It explains how to use
the SIMCA-online Client and Server and how to configure your system.
This user guide does not include multivariate data analysis or how to use
Umetrics Suite offline software SIMCA. For such information, see the book
Multi- and Megavariate Data Analysis and the SIMCA user guide.
Content
The user guide is parted into 11 chapters and two appendices.
1. Installation and configuration - Installation and configuration
instructions for the SIMCA-online Client and Server.
2. Multivariate modeling for SIMCA-online - Introduction to SIMCA-
online and multivariate modeling and monitoring.
3. Using SIMCA-online - Overview of the steps involved in using
SIMCA-online.
4. File - Description of all commands available on the File tab in the
Client.
5. Quick Access Toolbar - Description of feature leaving favorite
commands quickly accessible.
6. Home - Description of the most commonly used commands.
7. Administration - Description of the commands that are primarily used
by the SIMCA-online administrator.
8. View - Description of the commands available on the View tab.
9. Tools - Description of plot and list tools.
10. Project administration - Instructions for the administrator on how to
load SIMCA projects and configure them for SIMCA-online.
11. Customizing plots - Description of features to customize plots.
12. Appendix A: General information - Information about error codes,
endpoints, interfaces, and tab and menu reference syntax.
13. Appendix B: Control Advisor - Description of the background of the
Control Advisor and imputation methods.
v
Table of Contents
01 - Installation and configuration 1
Introduction.................................................................................................................... 1
Installation ..................................................................................................................... 1
Installed programs ............................................................................................................... 1
Configuration of the Server ........................................................................................... 2
Background ......................................................................................................................... 2
Configuring the SIMCA-online Server ............................................................................... 2
Opening the SIMCA-online Server options dialog.............................................................. 2
Paths and directories ........................................................................................................... 2
Parameters to initiate communication with SimApi ............................................................ 3
Miscellaneous settings ........................................................................................................ 4
Import Previous SIMCA-online Server Data ...................................................................... 6
DBMaker database simulation tool ..................................................................................... 6
02 - Multivariate modeling for SIMCA-online 11
Introduction.................................................................................................................. 11
Process data analysis .................................................................................................... 12
Batch evolution modeling in SIMCA .......................................................................... 12
Reorganization of the 3D table before import ................................................................... 13
Modeling batch evolution .................................................................................................. 15
Batches with several phases .............................................................................................. 15
Result variables ................................................................................................................. 16
Calculating limits to build control charts .......................................................................... 16
Batch level modeling in SIMCA .................................................................................. 17
Why batch level modeling ................................................................................................. 17
Modeling batch level ......................................................................................................... 17
Hierarchical batch models ................................................................................................. 18
Imputation modeling in SIMCA .................................................................................. 18
Background to imputation models for regular projects ..................................................... 18
Creating a batch imputation model in SIMCA .................................................................. 19
Background to imputation models for regular projects ..................................................... 20
Creating an imputation model in SIMCA for a regular project ......................................... 21
Imputation model limitations ............................................................................................ 22
The SIMCA approach .................................................................................................. 22
Process data analysis ......................................................................................................... 22
Batch evolution analysis .................................................................................................... 22
Batch level analysis ........................................................................................................... 23
Imputation model for regular projects ............................................................................... 24
Imputation model for batch projects .................................................................................. 24
03 - Using SIMCA-online 25
Introduction.................................................................................................................. 25
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