Introduction to Aspen Hybrid Models for Engineering

  • Review advantages of using Aspen Hybrid Models and when they should be used
  • Understand and determine different types of Aspen Hybrid models and which one to use
  • Become proficient in using Aspen Hybrid Models

Audience:

  • Process Engineers who are interested in using Machine learning/AI to build complex models* today that are accurate and run quickly
  • Engineers and Managers involved in digitalization strategies for their companies
  • Anyone interested in Aspen Hybrid Models

*Complex models – Simulations models for equipment that cannot be modeled today through first principles, Building digital twins for online deployment
 

Training Details

  • Course Id:

    EHM101

  • Duration:

    1 day(s)

  • CEUs Awarded:

    0.7

  • Level:

    Introductory

Benefits

  • Gain the practical skills and knowledge to begin using Aspen Hybrid Models
  • Learn differences between various workflows and information needed to create Aspen Hybrid models
  • Review and work through examples of different types of Aspen Hybrid Models to get hands-on experience

Approach

  • Instruction on introductory topics
  • Discussion about the general workflow and the key elements for building Aspen Hybrid Models
  • Instructor-guided demonstrations of features
  • Detailed course notes
  • Workshops and Answer keys

Pre-requisites

  • EAP101 Introduction to Process Modeling using Aspen Plus OR
  • EHY101 Introduction to Process Modeling using Aspen HYSYS

Agenda

Introduction to Aspen Hybrid Models

  • Understand what Aspen Hybrid Models are
  • Review different types of modeling approaches and their advantages and disadvantages
  • Recognize the importance of using hybrid modeling and how it can help solve complex problems


Creating Aspen Hybrid Models

  • Review overall approach to building Aspen Hybrid Models
  • Identify tools needed to create Aspen Hybrid Models
  • Discuss how to login to Aspen AI Model Builder
  • Understand how to deploy Aspen Hybrid Models in Aspen Plus/Aspen HYSYS


Workflow for Creating an AI Model Builder Project

  • Understand the workflow of AI Model Builder
  • Create a new project
  • Workshop: Create a project in AIMB to generate a Hybrid Model


Data Importing and Configuration

  • Learn the way to import the data
  • Set up the data for hybrid model development
  • Workshop: Import and configure the data to generate a hybrid model


Workflow for Data Cleaning

  • Get familiar with the type of data sets
  • Identify the cleaning methods


Build the Project

  • Recognize the key steps in building the hybrid model
  • Workshop: Build the hybrid model using AI Model Builder


Analyze and Deploy

  • Analyze results for the model built
  • Use deployment tool to add a hybrid model in a simulator program
  • Workshop: Analyze and deploy the hybrid model


Introduction to Aspen Multi-Case

  • Review what is Aspen Multi-Case
  • Discuss the advantages of using Aspen Multi-Case
  • Demonstrate steps involved in using Aspen Multi-Case
  • Workshop 1: Generate simulation data using Aspen Multi-Case
  • Workshop 2: Deploy a hybrid model using simulation data

Register for a Class

Date Class Type Location Price Language
Date(s): 10/30/2025 - 10/30/2025 Type: Public Virtual Location: Virtual-Americas Price: (USD) 1000.00 Language: English Register
Date(s): 10/30/2025 - 10/30/2025 Type: Public Classroom Location: 2500 Citywest Blvd, Suite 1600
Houston , Texas USA 77042 		Price: (USD) 1000.00 Language: English Register
Date(s): 09/11/2025 - 09/11/2025 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 11/13/2025 - 11/13/2025 Type: Public Classroom Location: C2, Reading International Business Park, Basingstoke Road
Reading , United Kingdom RG2 6DT 		Price: (USD) 1000.00 Language: English Register
Date(s): 10/16/2025 - 10/16/2025 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 12/11/2025 - 12/11/2025 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 01/15/2026 - 01/15/2026 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 03/12/2026 - 03/12/2026 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 04/16/2026 - 04/16/2026 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 06/11/2026 - 06/11/2026 Type: Public Virtual Location: Virtual-EMEA Price: (USD) 1000.00 Language: English Register
Date(s): 02/12/2026 - 02/12/2026 Type: Public Classroom Location: C2, Reading International Business Park, Basingstoke Road
Reading , United Kingdom RG2 6DT 		Price: (USD) 1000.00 Language: English Register
Date(s): 04/16/2026 - 04/16/2026 Type: Public Classroom Location: C2, Reading International Business Park, Basingstoke Road
Reading , United Kingdom RG2 6DT 		Price: (USD) 1000.00 Language: English Register
Date(s): 06/11/2026 - 06/11/2026 Type: Public Classroom Location: C2, Reading International Business Park, Basingstoke Road
Reading , United Kingdom RG2 6DT 		Price: (USD) 1000.00 Language: English Register
Date(s): 09/26/2025 - 09/26/2025 Type: Public Virtual Location: Virtual-Latin America Price: (USD) 700.00 Language: Spanish 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.