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Refinery System Process Analysis & Testing using Agent Based Simulation

Connecting the System in Virtual World to Optimize the Real World

Refinery System Process Analysis & Testing using Agent Based Simulation

Course Schedule

Classroom

Online

No online dates are currently available.

Training Introduction

The Refinery System Process Analysis & Testing Using Agent Based Simulation Training Course is designed to provide participants with an advanced understanding of refinery operations through the application of multi-method simulation techniques. Modern oil refineries are highly complex, integrating catalytic systems, high-pressure reactors, hundreds of pumps, compressors, furnaces, and thousands of control loops. Optimizing such intricate systems requires a holistic approach rather than focusing on individual units.

This course emphasizes using Discrete Event, Agent Based, and System Dynamics simulation methods to integrate all refinery components into a unified virtual model. Participants will learn how to replicate refinery systems in AnyLogic software, allowing them to evaluate system performance, test operational changes, and optimize processes in a virtual environment. Through hands-on exercises, case studies, and practical modeling, participants will gain the skills needed to enhance operational efficiency, reduce costs, and make informed decisions for refinery planning and management.

Key areas include refinery process fundamentals, multi-method simulation modeling, planning under uncertainty, and integration with the petrochemical supply chain. By the end of the course, participants will be able to simulate and analyze refinery operations as an interconnected system, optimizing both individual processes and overall plant performance.

Key Focus Areas of this Course:

  • Overview of refinery processes including distillation, cracking, coking, and catalytic operations
  • Basics of Discrete Event, System Dynamics, and Agent Based simulation modeling
  • Using AnyLogic software for multi-method simulation and refinery process modeling
  • Integration of refinery operations with planning and petrochemical supply chain processes
  • Application of refinery fluid libraries, artificial neural networks, and regression-based planning
  • Testing optimization strategies and operational changes in a virtual environment
  • Analyzing refinery performance under deterministic and stochastic conditions
  • Hands-on exercises for modeling, simulation, and system-level performance evaluation

What are the goals?

The goal of this Refinery System Process Analysis & Testing Using Agent Based Simulation Training Course is to equip participants with the skills to model, analyze, and optimize refinery operations as a complete system using advanced simulation techniques. Participants will develop practical expertise in testing operational strategies virtually before applying them in real-world scenarios.

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

  • Understand refinery processes, feedstock selection, and product slate optimization
  • Utilize AnyLogic as a multi-method simulation tool for refinery systems
  • Model complex refinery processes using Discrete Event, Agent Based, and System Dynamics techniques
  • Integrate optimization models into simulation frameworks for operational improvement
  • Run simulations to evaluate system performance, test scenarios, and assess optimization strategies
  • Analyze refinery outputs and statistics to support decision-making and efficiency improvements
  • Incorporate planning under uncertainty and stochastic modeling into refinery operations
  • Apply simulation results to improve refinery productivity, reduce costs, and enhance process efficiency

Who is this Training Course for?

This course is designed for professionals working in oil and gas data analysis, refinery planning, and process optimization. It is ideal for engineers and technical staff looking to apply simulation techniques to refinery operations for operational efficiency and decision-making.

This training course is suitable to a wide range of professionals but will greatly benefit: 

  • Process and refinery engineers involved in plant operations and optimization
  • Refinery schedulers and planners responsible for production and throughput management
  • Data scientists and analysts working with refinery performance data
  • Petroleum engineers involved in modeling, production planning, and process optimization
  • Managers and decision-makers overseeing refinery operations and strategic planning
  • Professionals interested in using multi-method simulation to connect virtual models to real-world refinery performance

How will this Training Course be Presented?

The Refinery System Process Analysis & Testing Using Agent Based Simulation Training Course combines lectures, interactive exercises, and guided modeling sessions to ensure comprehensive understanding. Participants will be introduced to theoretical concepts, refinery process fundamentals, and multi-method simulation techniques before applying them in practical exercises using AnyLogic Personal Learning Edition software.

The course emphasizes hands-on learning, with exercises focused on building models, integrating system components, analyzing outputs, and testing optimization scenarios. Video demonstrations, simulations, and guided workshops enable participants to connect virtual modeling to real-world refinery operations. Interactive discussions and case studies reinforce learning and encourage knowledge sharing, ensuring participants gain practical skills to improve refinery efficiency, reduce operational costs, and optimize integrated plant systems.

The Course Content

Day 1:  Refinery Process

  • 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

Day 2:  Multi-method Simulation

  • 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

Day 3:  Petroleum Refinery Planning

  • 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

Day 4:  Planning Under Uncertainty for a Single Refinery

  • 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

Day 5:  Integration with Petrochemical Supply Chain

  • 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

Providers and Associations

Aztech Training

Aztech Training

Frequently Asked Questions

Quick answers to common questions about this training course.

Absolutely. Coventry Academy provides customised in-house training solutions for organisations seeking a tailored learning experience. The Refinery System Process Analysis & Testing using Agent Based Simulation training course can be adapted to reflect your organisation's objectives, industry requirements, operational challenges, and strategic priorities. Delivered exclusively for your team, customised training enables organisations to maximise relevance, encourage collaboration, and achieve targeted development outcomes. Our team will be pleased to discuss your requirements and develop a solution that aligns with your goals.

Absolutely! If you’re attending one of our courses at an international venue, we can help
with hotel reservations and entry visas. Just reach out to our Customer Service team:

  • Phone: +971 4 420 8304
  • Fax: +971 4 420 8304
  • Email: info@coventryacademy.com

No prior experience is required to attend the Refinery System Process Analysis & Testing using Agent Based Simulation training course. The course is designed to accommodate participants from diverse professional backgrounds and varying levels of experience. While some familiarity with the subject matter may help participants gain additional value from certain discussions and activities, the course content is structured to ensure that both newcomers and experienced professionals can fully engage with the learning experience and benefit from the training.

Our dedicated support team is available to assist you with any questions regarding the Refinery System Process Analysis & Testing using Agent Based Simulation training course, including course content, scheduling, registration, corporate bookings, and customised training solutions. We are committed to providing prompt and professional assistance throughout your learning journey.

📞 Phone: +971 58 840 7925

📧 Email: info@coventryacademy.com

🌐 Website: coventryacademy.com

Registering for a course is super easy! Here’s how you can do it:

  • Online: Pick your course, hit the "REGISTER" button, fill out the form, and
    submit it.
  • Email: Drop us a line with your details at info@coventryacademy.com.
  • Phone: Give us a call at +971 4 420 8304 to book your spot.
  • Fax: Fill in the booking form (you’ll find it in our brochures, flyers, or catalogue)
    and fax it to [+971 4 420 8304](tel:+97144208304).

The Refinery System Process Analysis & Testing using Agent Based Simulation training course is designed to be practical, engaging, and highly interactive. Participants benefit from a dynamic learning environment that combines expert-led presentations, facilitated discussions, case studies, practical exercises, and collaborative learning activities. The focus is on developing knowledge that can be applied immediately within the workplace, ensuring participants gain both valuable insights and practical skills that support improved professional performance.

Your course fees cover:

  • For classroom courses: printed materials, lunch, and refreshments.
  • For online courses: all materials sent to you by email.
  • A certificate of completion or attendance.

You’ll need to make payment before the course starts. Here are your options:

  • Bank draft
  • Cash
  • Credit card
  • Wire transfer

Heads up: If we don’t receive payment before the course begins, we may have to deny
admission.

We delivers training courses in carefully selected professional venues that provide a comfortable and productive learning environment. Classroom-based courses are typically hosted in premium international venues with modern facilities and dedicated training spaces designed to support effective learning. Participants also benefit from a professional setting that encourages networking, collaboration, and knowledge sharing with peers from diverse industries and backgrounds.

The Refinery System Process Analysis & Testing using Agent Based Simulation training course is designed for professionals seeking to strengthen their knowledge, enhance their capabilities, and achieve greater impact within their organisations. It is suitable for managers, supervisors, team leaders, technical specialists, consultants, and professionals at all career stages who wish to expand their expertise and stay current with industry developments. Whether you are looking to advance your career, improve workplace performance, or prepare for new responsibilities, this course provides valuable knowledge and practical insights to support your professional growth.

Our courses are led by top-notch international instructors. They’re not just academically qualified—they’ve also got years of real-world experience. They bring practical insights and deep knowledge to every session, making your learning experience truly valuable!

Yes. Participants who successfully complete the Refinery System Process Analysis & Testing using Agent Based Simulation training course will receive a Coventry Academy Certificate of Completion, recognising their commitment to professional development and continuous learning. This certificate serves as formal evidence of participation and achievement and can support career progression, professional credibility, and ongoing development objectives. Where applicable, details regarding professional development credits or accreditation will be provided within the course information.

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