Optimize Processes Through Batch Data Analysis With Aspen ProMV

This course is being exclusively offered as part of AspenTech's OPTIMIZE conference. You may register for this training at a discounted rate bundled with the conference at https://www.optimize2024.com

Use Aspen ProMV to get actionable insights from your industrial batch data, and use the information for process optimization and troubleshooting. Learn how to relate time-varying process data, raw material properties, and initial conditions to final product quality and productivity.

Audience:

Engineers working in batch production facilities

Training Details

  • Course Id:

    PMV024

  • Duration:

    1 day(s)

  • CEUs Awarded:

    0.7

  • Level:

    Introductory

Benefits

Gain the practical skills and knowledge to begin modeling new and existing batch processes

Learn how to use the software to reduce plant cost by optimizing quality

Discover underlying latent variables correlated with your batch operations

Approach

  • Clear guidance on fundamental topics
  • Industry workflows
  • Hands-on workshops
  • Experienced instructor-guided demonstrations
  • Q&A on student-specific problems

Pre-requisites

None

Subsequent Courses

Agenda

Introduction to and Overview of Batch Processes

Overview of ProMV Functionalities

-Understand batch processes and where they are used

-Visualize batch data

-Understand what batch process problems can be resolved using Latent Variable Modelling

Review Algorithms and Models

-Explain Principal Component Analysis (PCA)

-Explain Partial Least Squares (PLS)

Model and Analyze Historical Batch Data

-Understand approaches to modelling batch data

-Use PCA and PLS methods to analyze different blocks of data

-Use batch alignment tool to align process data trajectories

Workshop #1: PCA and PLS Modeling for Batch Process

Workshop #2: PCA Modeling for Batch Process

Workshop #3: Batch Alignment for PCA and PLS Modeling

Workshop #4: Batch Analysis of FMC Dataset to Diagnose Bad Batches

On-line Monitoring of Batch Processes (MSPC)

-Use Shewart charts to identify the common and special causes of variation

-Use online monitoring to view current trajectory and forecast using extrapolation

-Implement online monitoring to landmark models

-Use online monitoring to view instantaneous and evolving SPE values

Optimization of Batch Processes

-Use Model Explorer to explore the operation space of your batch process

-Use Model Optimizer to optimize batch recipes and obtain desired results

-Implement optimization to develop new products

-Understand the latent variable approach for process optimization

Workshop #5: Deploy Online Batch Model

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Aspen Technology, Inc. awards Continuing Education Units (CEUs) for training classes conducted by our organization. One CEU is granted for every 10 hours of class participation.