Field Production Optimization Using Agent Based Simulation
Details
Why Choose this Training Course?
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.
Outline
COURSE AGENDA
Day One
Petroleum Production Engineering Fundamentals
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Petroleum Production System
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Properties of oil and gas
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Reservoir deliverability
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Wellbore performance
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Exercise: Forecast of well production
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Exercise: Production decline analysis
Day Two:
Optimization techniques
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Linear Programming
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Non-linear programing
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Mixed-Integer Linear (MILP)
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Optimizing Controllable Rig Time Loss
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Introduction to simulation
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Introduction to AnyLogic software
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Exercise: Using AnyLogic software
Day Three:
Simulation techniques and process modelling
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Discrete event modelling
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System dynamics modelling
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Agent-based models
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Multi-method modelling (combining all three methods in one simulation)
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Exercise: Creating a simple process in AnyLogic
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Exercise: Creating an agent-based model in AnyLogic
Day Four:
Oilfield process modelling
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Definingtheprocessofoilproduction
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Data gathering
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Determination of data distributions
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Output data
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IntroductiontoAnyLogicfluidlibrary
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Exercise:CreatingasimulationmodelwithAnyLogicfluidlibrary
Day Five:
Model analysis and optimization
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Scenario analysis
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Output data measurement and comparison
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GIS connectivity
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Exercise: Review of the developed oil supply chain
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Exercise: Incorporating the worker performance into the models
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Steps to apply multi-method simulation in FEED engineering
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Citadel for Technological and Engineering Dev. (CITED), a leading organisation in rendering quality service in Corporate Training, Manpower Development and Continued Professional Development (CPD) of Engineers, Technologist and Technicians have been in existence for over twenty years bringing quality service to Nigerians and Nigerian Engineers. Our portfolio of programs is renowned for its breadth and depth of focus, the caliber of its speakers, its interactive, practical and result-orientated nature, and the diverse and national range of participants. It is an excellent networking opportunity.
CITED programs also offer concrete toolkits of effective and practical techniques, strategies and skills to take away. The content continually evolves in response to new business. Our workshops are designed specially for individuals interested in or currently using engineering/technical expertise/skills and technologies to solve their organisation challenges.
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