Intelligent Chemometric Analysis for Raman Spectroscopy with PROspect
Designed to deliver precise parameter predictions in real time, PROspect leverages advanced models built with Eigenvector SOLO chemometric and GRAMS IQ packages, providing unparalleled accuracy and flexibility for your process monitoring needs. From simple to complex process streams, PROspect adapts to your needs: Assign specific models to channels for monitoring multiple product types, such as gasoline and diesel, with unique chemometric analysis requirements.
Your Simple, Cost-efficient Turnkey Solution
At HORIBA Process Instruments, we understand the unique demands of your industry. Our cutting-edge solutions are designed to deliver accurate, real-time insights for process optimization, safety, and compliance. From oil and gas to pharmaceuticals and beyond, we provide reliable tools that empower you to monitor critical parameters, reduce operational costs, and improve product quality.
Real-Time Chemometric Analysis in CHM Mode
Mahalanobis Distance for Outlier Detection
Seamless Model Integration and Management
Effortless Data Transfer and DCS Integration
Real-Time Chemometric Analysis in CHM Mode
Operating in Chemometrics (CHM) Mode, PROspect takes Raman spectroscopy to the next level by analyzing spectra as they are acquired.
- Model-Driven Predictions: PROspect uses pre-built GRAMS (.cal) or SOLO (.mat) models to calculate multiple sample parameters directly from the acquired spectra.
- Dynamic Hierarchical Models: With SOLO support, PROspect can implement hierarchical modeling, categorizing spectra with an initial model and applying a secondary, more specific model for final predictions.
Mahalanobis Distance for Outlier Detection
PROspect ensures accuracy with Mahalanobis Distance (M Distance), a robust method for determining how closely a newly recorded spectrum matches the model.
Quality Assurance:
- M Distance < X: Spectra closely match the model, indicating high confidence.
- M Distance > X: Sample is flagged as an outlier, prompting investigation into potential sample stream, instrument, or model issues.
- Continuous Optimization: Outlier detection helps identify when models need updating to account for new sample types, ensuring ongoing accuracy and reliability.
Seamless Model Integration and Management
PROspect makes it easy to integrate and manage your chemometric models for maximum efficiency and precision:
- Model Organization:Model List: A complete library of all available GRAMS and SOLO model files.
- Model Groups: Categorize models for specific product types and analysis streams. Assign Model Groups to individual PROspect channels for streamlined operation across multiple sample streams.
Effortless Data Transfer and DCS Integration
PROspect simplifies communication with your Distributed Control System (DCS):
- Supports MODBUS protocol (TCP or serial) for real-time data sharing.
- Transfers parameter predictions and statistics for seamless process integration and control.
Unleash the Power of Chemometric Modeling with PROspect
HORIBA’s PROspect Software empowers you to achieve unparalleled precision in Raman analysis with chemometric modeling, making it a cornerstone of efficient process monitoring. Whether optimizing quality assurance or streamlining complex product streams, PROspect ensures you stay ahead in today’s demanding industrial landscape.
Resources
At HORIBA Process Instruments, we are committed to more than just delivering cutting-edge Raman technology—we aim to empower you with the knowledge and tools to excel in your industry. Our Resources & Knowledge Base is your go-to hub for expert insights, technical documentation, and best practices to optimize your process monitoring and analysis.
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