Petroleum Geostatistic
Course Code
TM4015
Number of Credits
3
Semester
Course Type
C
Study Material
| Study Material | Depth |
|---|---|
| Basic principles of statistics and spatial data relationships | |
| Conventional estimation techniques and conditional simulation techniques | |
| Grid-based simulation and object-based simulation | |
| Concepts for building reservoir models, geostatistics for history matching, and uncertainty modeling. |
Graduate Learning Outcomes (GLO) carried by the course
| CPMK Code | Course Learning Outcomes Elements (CLO) |
|---|---|
| CPMK 1 | Able to understand the background of geostatistics applications and be able to explain the basic principles of statistics. Able to explain spatial data relationships and how to model them. |
| CPMK 2 | Able to know and explain linear kriging and able to know and explain non-linear Kriging. |
| CPMK 3 | Able to know and explain conditional simulation techniques and be able to know and explain grid-based simulation and its use. |
| CPMK 4 | Able to know and explain object-based simulation as well as know and explain the concept of creating reservoir models |
| CPMK 5 | Able to understand and explain the use of geostatistics to assist history matching by considering geological models. Can understand and explain uncertainties in reservoir modeling |
Learning Method
- Group Discussions, Problem Based Learning, Seminar Discussions and Presentations, Case Studies
Learning Modality
- Offline, Asynchronous, Independent, Group
Assessment Methods
- Quiz, Assignments, Midterm Exams, Final Exams