AI in Petrochemical Production: Ethylene and Polyethylene
Course level:Intermediate
Enrolled:0
Course Duration:
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AI in Petrochemical Production: Ethylene and Polyethylene
To provide practical skills in using AI to monitor, control, and optimize ethylene production and polyethylene polymerization for enhanced productivity.
Material Includes
- Petrochemical datasets, AI tools, simulation models, dashboards, case studies
What I will learn?
- Use AI to monitor and optimize ethylene and polyethylene production.
- Control reactor parameters and predict polymer properties.
- Improve productivity and reduce energy consumption using AI.
Course Curriculum
Ethylene Production Process
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Understanding ethylene production via steam cracking and its challenges.
00:20
AI-based Furnace Control
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AI-based furnace temperature control and feed composition monitoring.
00:20
Polymer Property Prediction
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AI for predicting polymer properties and controlling reactor parameters.
00:20
Process Optimization with AI
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Process optimization through reinforcement learning models.
00:20
Real Case Study
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Real case: Reducing energy consumption in polyethylene production using AI.
00:20
Group Task and Dashboard Creation
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Group task: Create an AI dashboard for reactor output predictions.
00:20
Student Ratings & Reviews
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Requirements
- Minimum of 5 candidates per course
Free
Free access this course
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LevelIntermediate
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Last UpdatedApril 11, 2026
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