Optimize and Unlock Process Insights through Batch data analysis Aspen ProMV

Accelerate innovation, gain insights, connect with industry leaders, and boost your skills through our premier worldwide user Optimize 26 exclusive trainings, register here today!


Use Aspen ProMV to gain actionable insights from industrial batch data for improved process optimization and faster troubleshooting. Discover how to connect time-varying process data, raw material properties, and initial conditions to final product quality and overall productivity—enabling smarter decisions and more consistent outcomes.

Audience:

- Process Engineers/Control Systems 

- Engineers/Quality Control Engineers

Training Details

  • Course Id:

    PMV026

  • 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 costs 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

Overview of Aspen ProMV Functionalities

- Understand batch processes and the use cases

- Visualize batch data

- Understand what batch process problems can be resolved using latent variable modeling


Review Algorithms and Models

- Explain Principal Component Analysis (PCA)

- Explain Partial Least Squares (PLS)


Model and Analyze Historical Batch Data

- Understand approaches to modeling 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: PPCA Modeling for batch Process


Workshop 3: Batch Alignment for PCA and PLS Modeling


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


Online Monitoring of Batch Processes (MSPC)

- Use shewhart 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

Register for a Class

Date Class Type Location Price Language
Date(s): 05/14/2026 - 05/14/2026 Type: Public Classroom Location: 2500 Citywest Blvd, Suite 1600
Houston , Texas USA 77042 		Price: (USD) 700.00 Language: English Register

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.