As the complexities of real life systems increase so has to increase our understanding of them. Issues that are regularly arising in oil and gas exploration, production and transportation industries must be optimized in order to achieve increase in productivity and efficiency. Oil and gas industry requires constant innovation throughout the sector, update of present practices, and implementing new technological advances.
Process updates, innovation implementation usually interrupt existing projects and cause delays, although they are there to remove them, this causes frustration and difficulty in implementation. On other hand, not implementing innovation, reducing research and not updating processes, threatens sustainable profitability. Agent Based Simulation modeling ensures effective change implementation by enabling analysis, optimization, and experimentation in an environment that can fully capture the details of operations in risk free environment, companies can implement and analyze changes without interruption in production, the problems and risks can be identified and addressed in the beginning of the project, before they appear in real life implementation.
Agent-based, system dynamic and discrete event modeling
Using AnyLogic simulation software for process analysis and optimization
Implementation of the optimum values of parameters in the production system
How to harness the power of data acquisition and process simulation for production planning?
Quais são os objectivos?
By the end of this training course, participants will be able to:
Learn the optimization techniques and tools
Understand the differences between Agent-based, system dynamic, and discrete event modeling
Acquire the knowledge how to use AnyLogic software
Realize the potential of multi-method simulation approach
Understand how to simulate complete oil and gas field
A quem se destina este curso de formação?
This Coventry Academy training course is designed for all professionals working in the field of data analysis, oil and gas exploration, extraction, project management in oil and gas, field development and petroleum engineering. It will greatly benefit:
Petroleum engineers
Data Scientists
Project managers
Senior and Middle Managers
Optimization professionals
FEED engineers
Como é que esta ação de formação será apresentada?
This Coventry Academy training course will utilise a variety of proven adult learning techniques to ensure maximum understanding, comprehension and retention of the information presented. This includes presentation of theoretical concepts, video lectures and many exercises that will be done through the guided work of the delegates themselves. The delegates will be able to use Personal Learning Edition of AnyLogic software and built the models themselves.
Descrição do curso
Day One: Petroleum Production Engineering Fundamentals
Petroleum Production System
Properties of oil and gas
Reservoir deliverability
Wellbore performance
Exercise: Forecast of well production
Exercise: Production decline analysis
Day Two: Optimization Techniques
Linear Programming
Non-linear programing
Mixed-Integer Linear (MILP)
Optimizing Controllable Rig Time Loss
Introduction to simulation
Introduction to AnyLogic software
Exercise: Using AnyLogic software
Day Three: Simulation Techniques and Process Modelling
Discrete event modelling
System dynamics modelling
Agent-based models
Multi-method modelling (combining all three methods in one simulation)
Exercise: Creating a simple process in AnyLogic
Exercise: Creating an agent-based model in AnyLogic
Day Four: Oilfield Process Modelling
Defining the process of oil production
Data gathering
Determination of data distributions
Output data
Introduction to AnyLogic fluid library
Exercise: Creating a simulation model with AnyLogic fluid library
Day Five: Model Analysis and Optimization
Scenario analysis
Output data measurement and comparison
GIS connectivity
Exercise: Review of the developed oil supply chain
Exercise: Incorporating the worker performance into the models
Steps to apply multi-method simulation in FEED engineering
O certificado
Coventry Academy Certificate of Completion for delegates who attend and complete the training course