This course will help you prepare for the certification exam and the exam fee is waived with this course.
The Aspen Mtell application is a condition monitoring solution that uses automated Machine Learning to stop machines from breaking down, makes them last longer, reduces maintenance costs, and increases the net product output of any process.
This course prepares students to build Agents for use in a Mtell real-time monitoring solution. In this training, learn the Aspen Mtell implementation methodology to create Machine Learning Agents for a single asset. Practice automatic Agent tuning for the best accuracy and earliest detection of excursions from normal behavior. Utilize past failure data and the precise patterns that match degrading conditions that lead to failure to build failure Agents. Additionally, learn to create hidden failure Agents to fully specify your input data to create agents ready for 24/7 use. Lastly, deploy the Machine Learning Agents for continuous protection of critical plant assets.
Learn how to setup, train, and evaluate machine learning Agents. These are the tasks that users spend the most time on during a Mtell project. Select a completed agent and deploy it live for 24/7 monitoring of the asset.
Asset Performance Management and Aspen Mtell Overview
Aspen Mtell System Manager
Workshop 1: Connect to an existing Aspen Mtell Database
Workshop 2: Import Asset Hierarchy
Aspen Mtell Agent Builder
Workshop 3: Import Known Failure History
Equipment Set Profile
Workshop 4: Generate Equipment Set Profile
Workshop 5: Import and Clean Data
Machine Learning Agents
Hidden Failure Agent
Workshop 6: Generate and Analyze a Hidden Failure Agent
Workshop 7: Generate and Tune Anomaly Agents
Workshop 8: Generate and Tune Failure Agents
Live Agent Deployment
Workshop 9: Deploy Agents Live
Workshop 10: Apply Transfer Learning
Live and Trained Agent Decommissioning
Workshop 11: Decommissioning an Agent
Rule Policy Agents
Workshop 12: Creating a Rule Policy Agent
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.