An intensive professional development training course on

Refinery System Process Analysis & Testing using Agent Based Simulation

Connecting the System in Virtual World to Optimize the Real World

Why Choose Refinery System Process Analysis & Testing using Agent Based Simulation Training Course?

The oil refining process is one of the most complex processes in today’s industry, as it incorporates catalyst systems, complex reactor designs, sophisticated computer control hardware and software, and advanced safety and environmental controls.

A typical medium-size refinery has hundreds of pumps, heat exchangers and drums; dozens of furnaces, compressors, and high temperature/high pressure reactors; and thousands of control loops and associated computer control technologies. In order to optimize these complex systems and their interactions approach to single point or single system optimizing cannot work as effectively as we hope, as the refinery has to be considered as a system, rather than connection of its parts. Here is where the multi-method simulation comes to play an important part, as we can use Discrete Event, Agent Based and System Dynamics simulation to incorporate all the refinery systems into one and be able to have the outputs from the system, as well as its components, rather than just having an output from one of the components.

This Refinery System Process Analysis & Testing using Agent Based Simulation training course will feature:

  • Explanation of refinery process
  • Basis of Discrete Event, Agent Based and System Dynamics simulation
  • Establishing relationships between measurements and reservoir properties
  • How to minimize overall operating costs while achieving the maximum possible “upgrade” for each hydrocarbon molecule (called “molecule management”)
  • Hands-on practice in AnyLogic software for all three methods of simulation
  • Advanced concepts: AnyLogic fluid library, incorporating operator performance

What are the Goals?

By the end of this training course, participants will be able to:

  • Learn the concepts and methods of selecting feedstocks and product slates
  • Understand the capabilities of AnyLogic as multi-method simulation tool
  • Acquire the knowledge to consider the refinery as a system, not a sum off its parts
  • Incorporate optimizing models into a simulation package
  • Create and run simulations of complex systems
  • Harness the possibilities of testing change options in virtual environment

The Course Content

  • Basics of Petroleum refining industry
  • Refinery Configuration
    • Distillation Processes
    • Coking and Thermal Processes
    • Catalytic Processes
    • Cracking Processes
    • Alteration Processes
    • Treatment Processes
    • Product Blending
  • Mathematical Programming in Refining
  • Discrete Event Simulation Modeling
  • System Dynamics Simulation Modeling
  • Agent Based Simulation Modeling
  • Introduction to AnyLogic software
  • Exercise: First model development in AnyLogic software
  • Multi-method modeling and its application to refinery process
  • Exercise: Multi-model creation in AnyLogic
  • Characterization, Physical and Thermodynamic Properties of Oil Fractions
  • Crude Assay
    • Bulk properties
    • Fraction properties
  • Regression-Based Planning
  • Artificial-Neural-Network-Based Modeling
  • Exercise: using fluid library in AnyLogic
  • Deterministic Model Formulation
  • Stochastic Model Formulation
  • Sampling Methodology
  • Objective Function Evaluation
  • Variance Calculation
  • Demand Uncertainty
  • Process Yield Uncertainty
  • Variation Coefficient
  • Exercise: Refinery plant model creation in AnyLogic
  • Refinery and Petrochemical Synergy Benefits
  • Delivery of crude oil to refinery
  • Exercise: Connecting the delivery process with refinery process
  • Exercise: Calculating outputs and statistics
  • Exercise: Optimization results of the system as a whole
  • Areas of application for multi-method-based simulation

Certificate and Accreditation

  • AZTech Certificate of Completion for delegates who attend and complete the training course

How Aztech Saudi Can Enhance Your Professional Career

At Aztech Saudi, we believe that professional development is the foundation of long-term career success. This training course is expertly designed to equip individuals with practical skills, forward-thinking strategies, and the confidence to navigate today’s dynamic work environments. Each course is delivered by subject matter specialists with extensive industry experience, ensuring that every learning experience is relevant, impactful, and aligned with real-world challenges. Whether you're looking to strengthen your technical expertise, enhance leadership abilities, or stay ahead of industry trends, Aztech Saudi provides the tools you need to elevate your performance and deliver measurable value to your organization.

Our training is more than just knowledge transfer—it’s a catalyst for career transformation. By participating in our courses, professionals gain a competitive advantage in their fields, improve their decision-making capabilities, and position themselves for new opportunities and leadership roles. We take pride in supporting individuals across various sectors and career stages, helping them unlock their full potential through high-quality, globally benchmarked learning experiences. With Aztech Saudi as your development partner, you’re not only investing in education—you're investing in a stronger, more successful future.

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