Oil & Gas Training
and Competency Development

Location Bandung, Indonesia
Start06 Nov 2017
End10 Nov 2017
Discipline Reservoir Engineering
Duration5 Days
CostUSD 4,500.00
Delivery Mechanism Classroom

Print Email

Applied History Matching

This course is designed to deliver a practical focus on history matching, uncertainty quantification, sensitivity and optimization workflows. The main purpose is to provide participants with sufficient conceptual background information and tutorial-based experience which give them enough confidence and understanding to reproduce workflows in their daily operations.

Both assisted history matching and automatic history matching techniques will be covered and pros and cons of the methods will be discussed. Examples will be presented to illustrate the current state of the art and limitations. The ECLIPSE, FrontSim and Petrel programs will be used to provide hands-on experience with the various techniques.

  • Agenda
  • Instructors
  • Audience
  • Prerequisites
  • Location
  • Agenda

    Day 1


    • Overview of History Matching
    • Stages and Best Practices of History Matching
    • Examples of Adjustments in History Matching
    • Fundamentals of Reservoir Simulation
      • Multiphase Flow Concepts
        • Saturation
        • Capillary Pressure
        • Relative Permeability
        • Multiphase Flow Equations
      • Reservoir Fluid Phase Behavior
      • Transmissibility

    Day 2

    Streamline Simulation

    • Basic Principles of Streamline Simulation
    • FrontSim: Basic Input and Output
    • How to Run FrontSim
    • Streamline  Exercises using FrontSim
    • Streamline Based History Matching Workshop with FrontSim

    Day 3

    History Matching with Streamline Simulation

    • Mathematics Behind History Matching
    • History-Match as an Approach to Reduce Uncertainty
      • Uncertainity Analysis
      • Uncvertainty Analysis Workflow in Petrel
    • History Matching with Streamline Simulation
    • History Matching and Primary Production Workshop

    Day 4

    Uncertainty in History Matching

    • Importance of sub-surface uncertainties in History matching
    • Uncertainty Analysis – Concepts, definitions and terminologies
    • Modeling and propagating uncertainty
    • Sensitivity Analysis methods
    • Upscaling for History Matching

    Day 5

    Assisted History Matching and Proxy Modeling

    • Assisted History Matching Workflow in Petrel
    • Introduction of Experimental Design and Surrogate Models
    • Notions of manual and computer-aided history matching
    • Analysis methods
    • Assisted History Matching workflows
    • Exercises
  • Instructors

    Asnul Bahar
  • Audience

    Engineers and scientists who are dealing with reservoir modeling

  • Prerequisites

    Familarity with ECLIPSE, FrontSim and Petrel helps but not required

  • Prerequisites

  • Location


    Bandung is the capital of West Java province in Indonesia. Located 768 m (2,520 ft) above sea level, Bandung has relatively year-around cooler temperature than most other Indonesian cities

    Bandung Sky Line

    Bandung is renowned for its large stock of Dutch colonial architecture; most notably the tropical Art Deco architectural style. The modern and native architectural blending was followed by several Dutch architects that have shaped the city landmarks. In the 1930s, Bandung was known also as the city of architecture laboratory because of many Dutch architects made some experiments with new architectural designs.

    Bandung has served for popular weekend-break destination for people living in Jakarta for many reasons. The cooler climate of highland plantation area, the varieties of food, the cheaper fashion shops located in factory outlets and distros, golf courses, and the friendliness of local people have become the main attraction of the city.

    Bandung Husein Sastranegara International Airport serves direct flights to Batam, Surabaya, Yogyakarta, Denpasar, Palembang and Padang and also international services from Kuala Lumpur and Singapore Changi Airport. The airport is located nearby the Dirgantara aerospace complex and Dirgantara Fairground.

    From Wikitravel licensed under Creative Commons Attribution-ShareAlike 3.0

    • Timezone : GMT+07:00, Bangkok (Bangkok)
Filter upcoming courses by Country

Upcoming Courses
Bandung, Indonesia November 06 - 10, 2017
NExT Technical Forum:
Continue your in-class discussion and questions in an online community