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Current status and construction scheme of smart geothermal field technology

Authors :
Gensheng LI
Xianzhi SONG
Yu SHI
Gaosheng WANG
Zhongwei HUANG
Source :
Petroleum Exploration and Development, Vol 51, Iss 4, Pp 1035-1048 (2024)
Publication Year :
2024
Publisher :
KeAi Communications Co., Ltd., 2024.

Abstract

To address the key problems in the application of intelligent technology in geothermal development, smart application scenarios for geothermal development are constructed. The research status and existing challenges of intelligent technology in each scenario are analyzed, and the construction scheme of smart geothermal field system is proposed. The smart geothermal field is an organic integration of geothermal development engineering and advanced technologies such as the artificial intelligence. At present, the technology of smart geothermal field is still in the exploratory stage. It has been tested for application in scenarios such as intelligent characterization of geothermal reservoirs, dynamic intelligent simulation of geothermal reservoirs, intelligent optimization of development schemes and smart management of geothermal development. However, it still faces many problems, including the high computational cost, difficult real-time response, multiple solutions and strong model dependence, difficult real-time optimization of dynamic multi-constraints, and deep integration of multi-source data. The construction scheme of smart geothermal field system is proposed, which consists of modules including the full database, intelligent characterization, intelligent simulation and intelligent optimization control. The connection between modules is established through the data transmission and the model interaction. In the next stage, it is necessary to focus on the basic theories and key technologies in each module of the smart geothermal field system, to accelerate the lifecycle intelligent transformation of the geothermal development and utilization, and to promote the intelligent, stable, long-term, optimal and safe production of geothermal resources.

Details

Language :
English, Chinese
ISSN :
18763804
Volume :
51
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Petroleum Exploration and Development
Publication Type :
Academic Journal
Accession number :
edsdoj.9114e5a0283a4509ac0877d7163cac4c
Document Type :
article
Full Text :
https://doi.org/10.1016/S1876-3804(24)60523-9