KOREA INSTITUTE OF GEOSCIENCE AND MINERAL RESOURCES
THE WORLD'S LEADING RESEARCH
INSTITUTE OF GEOSCIENCE
DEVELOPMENT OF A METHODOLOGY FOR RESERVOIR OPTIMIZATION USING A DEEP-LEARNING TECHNIQUE
Traditional reservoir modeling processes are used in all phases of field development in the oil and gas industry; however, considerable amounts of time, funds and manpower are needed. Moreover, additional time and funding are needed to develop a reservoir model using a deep learning technique (Fig. 1).
Fig. 1. Al-based reservoir modeling processes.