A NEW WORLD OF MASTERING DATA
EXPLORE, ANALYZE AND INTERPRET
Our world is increasingly dependent on data, and the ability to process and interpret it as quickly and accurately as possible. The trend is here to stay, and the rate of data generation is expected to increase 50-fold in the next 10 years.
Your world is dependent on the competitive advantage that you can gain from understanding your data and processes as intimately as possible. Imagine looking into this sea of data and immediately spotting anything that could mean trouble. Or success. We call this Process Intelligence. Our powerful multivariate data analysis package, SIMCA, harnesses Process Intelligence to enable you to be proactive instead of reactive. Added to that, Predictive Analytics enables you to discover how to improve your process.
A NEW WORLD OF RESPONSIVENESS – FOR EVERYONE
INTERACT WITH YOUR DATA
Extracting valuable, trustworthy information from data should be efficient, enjoyable and build on your prior knowledge to ease interpretation, whatever your level of expertise. User friendliness has always been our focus and the analytics and modeling are presented graphically to help you easily interact with your data and uncover the important details hidden within.
The desktop version of SIMCA is accompanied by SIMCA-online, which can access and pull data in real time from any environment, data system or file, and share the information across your organization, graphically and reliably.
MODELING AND THE POWER TO CLUSTER, CLASSIFY, AND PREDICT
SIMCA has a comprehensive toolbox of dedicated, yet flexible multivariate methods for data set clustering and model building. Models can be validated and performance tested on fresh data through user-friendly tools for classification and prediction.
MODELING TO OPTIMIZE AND CONTROL
The parameters and statistics from multivariate models give new insights into systems and processes:
- Adjust to correct deviations and optimize methods
- Monitor new data by projection through the models
- Determine system control level using control charts
- Diagnose process faults using contribution plots
SIMCA IS THE PROVEN SOFTWARE USED BY THOUSANDS IN LEADING INDUSTRIES:
Biotech Pharmaceutical Chemical Food & Medical device
Pulp & Paper Oil & Gas Semiconductor Energy Automotive
NEW INSIGHTS INTO MANUFACTURING
MULTIVARIATE ENGINES EXTRACT TRUE PREDICTIVE INFORMATION
SIMCA comes with an ensemble of powerful multivariate engines that streamline analysis of data from continuous, semi-continuous and batch processes. Spearheaded by the interpretational advantage of the novel OPLS and O2PLS methods, SIMCA provides process modelers with an unprecedented opportunity to tackle complex process data and extract true predictive information. The separation of process variability into predictive variations and orthogonal (non-predictive) variations is the key ingredient in the Process Intelligence recipe for long-term success.
HANDLING COMPLEX DATA IN MANY FORMS
SIMCA has the ability to deal with complex process data, including handling batch event data and new variables generated on the fly, and also data lagging. In addition, process data drawn from multiple sources can be handled with hierarchical models, which can be interrogated at the required level of detail.
BEST PRACTICES FOR YOUR DATA
- Scriptable using Python™
- Flexible import
- Versatile interface
- SIMCA-Q for repeated analysis
VERSATILITY IN APPLICATION
PAT/QBD – EFFICIENTLY OPTIMIZE PRODUCT QUALITY
SIMCA is the ideal Process Analytical Technology (PAT) and Quality by Design (QbD) tool for extracting critical information from large data sets.
PROCESS MONITORING – ACT, DON’T REACT
Multivariate process modeling helps you to understand the current state of your process and act on deviations rather than simply react to poor quality.
MULTIVARIATE CALIBRATION – PREDICT PROCESSES WITH MINIMAL EFFORT
Multivariate calibration uses spectral data to predict properties of a chemical system or production process that are hard or time-consuming to measure.
BATCH MODELING – GET EARLY WARNING OF DEVIATION
Batch-to-batch variation may be caused by deviations in process variables, errors in charging and initialization of batches, or variations in starting materials.
DATA MINING – FIND THE HIDDEN DETAILS
Historical data generated in areas such as manufacturing, business and marketing are often stored in large, multiple and diverse databases. SIMCA can be used to mine data efficiently, extracting valuable information and structuring it ready for further use.
BIG DATA – REVEAL KEY INFORMATION
A myriad of details hidden in large data sets can be detected using the multivariate methods and highly interactive graphics in SIMCA.
QSAR – QUALIFY DRUG CANDIDATES FAST
SIMCA helps you quickly uncover relationships between chemical properties of drug candidates and biological activity patterns.
OMICS – RECEIVE SUPPORT IN MODEL INTERPRETATION
The data explosion in omics is pushing the limits of data analysis and interpretation. The S-plots suite of SIMCA is tailored to meet this challenge.