SIMCA® - Master your data!
Data is one of your company's most valuable assets. Hidden in everyday process data and experimental results are the answers you need to reduce waste, increase revenue and spot new business opportunities—but only if you can make sense of the complexity! With an advanced data analytics solution like SIMCA® you and your teams can tackle ambitious Omics projects, model complex systems and gain the deep process understanding needed to drive growth.
SIMCA® is not just for data scientists. With SIMCA® you don’t need a PhD in statistics or programming to do your own data mining, multivariate calibration and predictive modeling. SIMCA® takes data science out of its silo, empowering R&D, Operations, Quality Engineers, and PATs with the multivariate tools, data visualizations and process intelligence they need to:
Spot important trends, clusters and “hidden gems” in the data
Effectively collaborate and communicate findings
Tackle specialized applications like spectroscopy and Omics analysis
Make data-driven decisions and implement 설계기반 품질고도화(QbD)
Save your organization time, money and resources
High interactivity for quicker insights and in-depth 다변량 데이터 분석.
Supports numerous file formats and connections to many data sources.
Proven track record from many industries and numerous use cases.
Python integration drives automation and helps solve complex challenges.
Download data from SIMCA®-online and update models in a smooth workflow.
Adoption of data-intensive analytical approaches such as the use of and multi-omics “빅데이터” in the pharmaceutical industry and elsewhere presents significant challenges when it comes to analysis and interpretation. SIMCA® Omics and Spectroscopy skins are designed to streamline analysis and use of advanced analytics such as OPLS and O2PLS so that you get reliable and actionable results more quickly and easily.
Whether you are running R&D projects, managing a site or working on the production floor, without a clear understanding of your system or process, success is “hit-or-miss”. SIMCA® provides a comprehensive toolbox for data mining, 다변량 데이터 분석 (MVDA) and model interpretation, so you and your team can build robust models from historical data and more easily carry out systematic investigations to discover sources of variability, predict future behavior and proactively avoid problems.
When implementing a multi-step manufacturing process, each step must be carefully controlled to ensure quality of the end result. SIMCA® can help you quantify how each process step contributes to development of critical issues so that you learn exactly what to monitor, how to avoid quality problems, and how to increase productivity and yield.
“[SIMCA®] has provided the deep understanding of critical issues needed to increase productivity and yield and to improve the quality of the products”
-AU Optronics, a leading manufacturer of flat panel displays
Trial and error has its limits when it comes to discovery. With SIMCA® you can use data-driven methods and virtual 선별 to test new ideas faster and more cost-effectively than ever before.
"This was an effective 선별 tool for new candidate molecules. The true value lies in the way the visualization opens up a forum for communication."
-Chemometrics specialist, Perstorp
With Adaptive Process Mode users can now combine dynamic and steady-state process data in one SIMCA® project for improved modeling of batch projects with multiple phases. This feature unlocks the ability to combine dynamic evolution with steady-state data at the batch level, enabling better-aggregated analysis of both modes.
The challenge of transferring multivariate calibration models between instruments is addressed in the Calibration Transfer Wizard.
The overall user experience has been improved, most notably simplified scripting in SIMCA®, allowing users to get it right from the start. These developments include better documentation, improved sample Python scripts, and automatically created unit tests.
SIMCA® combines its powerful multivariate engine with interactive visualizations, an intuitive interface, and the ability to automate workflows—for truly user-friendly software that eases your analytical workload from start to finish:
Import data from multiple file formats
Review, plot and explore data interactively to identify important correlations
Click individual data points to reveal underlying contributions
Examine relationships between variables
Quickly identify the most important factors and interactions
Implement Python scripts to automate your workflows
Investigate and diagnose the root causes of problems
Predict yield, quality and future behavior
Communicate results effectively using the automated report generator
Seamlessly integrate your optimized models into SIMCA®-online
The Spectroscopy functionality is integrated into SIMCA® 17
For SIMCA® 15 and 16, the spectroscopy skin is a customized interface dedicated to handle spectroscopy data.
Change with a single click the settings, plots and menu in SIMCA® to suit your spectroscopic data. Apply different spectral filters to your data for easy comparison of the effect on the model results.
The skin is applied as an integrated part of SIMCA® that can be turned on and off seamlessly. The spectroscopy skin is part of SIMCA® - your guarantee for high quality and robust software.
SIMCA® Spectroscopy skin has a simplified interface with all functionality collected in one ribbon tab for easy plotting, preprocessing, modeling and execution of your spectroscopic data. With Spectroscopy Skin you can easily:
Spectroscopy skin has a simplified interface with all functionality collected in one ribbon tab for easy plotting, preprocessing, modeling and execution of your spectroscopic data.
SIMCA® Spectroscopy Skin comes with a spectral filter comparison wizard that will guide you through common spectral filtering operation in an easy, flexible and semi-automated fashion. Select spectral range observations and filters to include in the comparison.
The Spectroscopy skin is installed as part of the 표준 SIMCA® 15 installation. If you wish to use them and they are not shown as options under File | New, enable them in File | Options, SIMCA® options, Skins section. Set Yes on the skins you wish to enable.
The Spectroscopy Skin is free of charge.
Omics data analysis skin for SIMCA® is dedicated to handling omics data and helps you to get the reliable results SIMCA® is known for, in a quicker and easier way. The new Analysis Wizard provides a stepwise, interactive guide to data analysis and identification of discriminating parameters.
The Omics skin is designed for analysis of omics data, such as MS, NMR, identified metabolites and chromatographic data, but any data type can be analyzed.
The customized Home tab makes features commonly used for Omics data analysis easily accessible. Workset and model creation can both be performed as in the 표준 SIMCA® and using the analysis wizard, which guides you through the data analysis from appropriate scaling of data, via raw data analysis and data consistency check, to the final discriminant analysis and identification of discriminating parameters. Parameters identified as interesting for further study are presented in a list including vectors like p-value, fold change and coefficient of variation.
The Analysis wizard focus on analysis of the 2 group problem, for instance to determine differences between a control group and a treated group.
The Omics skin is installed as part of the 표준 SIMCA® 15, 16 and 17 installation. If you wish to use them and they are not shown as options under File | New, enable them in File | Options, SIMCA® options, Skins section. Set Yes on the skins you wish to enable.
The Omics skin is free of charge.
싸토리우스 Data Analytics offers a number of plug-in and preprocessing tools to support our customer needs and meet their specific demands for data formats and data handling.
1. Download plug-in file below and save it on your computer2. Unzip the file containing the dll plug-in3. Save the plug-in under the plugin directory in SIMCA® Find the directory under File | Options | SIMCA options | More Options tab, typically C:\Users\YOURNAME\AppData\Roaming\Umetrics\SIMCA\VERSION\Plugins. This directory can be changed, as needed.4. Restart SIMCA®
. Plug-in that allows a simple reduction of your dataset, based on averaging selected observations, see .
Plug-in that allows a simple correction by subtracting a selected background observation (typically spectrum) from all other observations, see
Plugin that convert spectroscopic data collected in Transmittance units to Absorbance units, see
To find instructions and examples in ", in the Knowledge Base.
Watch these How-To – videos to understand how to import data and build models that reveal the golden nuggets in your data!
This is all very easy in SIMCA®! Watch these How-To – videos to find out more.
Watch these recordings to see how easy it is to get going with SIMCA®
Fortunately, there is a solution to these challenges. Watch these How-To – videos to find out more.
The remedy is the novel Calibration Wizard in SIMCA®! Watch these How-To- videos to learn more about the user-friendly new wizard.
Watch these How-To videos on how to operate SIMCA® in the “Omics” mode.
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