Study of the effect of salt deposition on production capacity and storage capacity in underground gas storage DOI Creative Commons

Ren Zhong-xin,

Yang Xiaoping,

Chang Dawei

et al.

Frontiers in Earth Science, Journal Year: 2024, Volume and Issue: 12

Published: March 7, 2024

Underground gas storage (UGS) is the most economical and effective means to guarantee stable supply. During production process, evaporation of formation water leads increase content in gas, salinity remaining increases. This work applied numerical simulation analyze effect salt deposition on flowing bottomhole pressure, capacity capacity. The results show that minimum maximum pressure UGS more likely be reached during multi-cycle under conditions deposition. Under initial condition, reservoir drying can improve At end tenth cycle, increases by 1.4%. It concluded study impact helpful for prevention control with high salinity.

Language: Английский

Formation-water evaporation and salt precipitation mechanism in porous media under movable water conditions in underground gas storage DOI
Youwei He, Ning Wang, Yong Tang

et al.

Energy, Journal Year: 2023, Volume and Issue: 286, P. 129532 - 129532

Published: Oct. 31, 2023

Language: Английский

Citations

15

Fluid phase behavior during multi-cycle injection and production of underground gas storage based on gas-condensate reservoirs with oil rim DOI

Keji Long,

Yong Tang, Youwei He

et al.

Geoenergy Science and Engineering, Journal Year: 2023, Volume and Issue: 226, P. 211769 - 211769

Published: April 6, 2023

Language: Английский

Citations

14

Oilfield analogy and productivity prediction based on machine learning: Field cases in PL oilfield, China DOI Creative Commons
Wenpeng Bai, Shiqing Cheng,

Xin-Yang Guo

et al.

Petroleum Science, Journal Year: 2024, Volume and Issue: 21(4), P. 2554 - 2570

Published: March 1, 2024

In the early time of oilfield development, insufficient production data and unclear understanding oil presented a challenge to reservoir engineers in devising effective development plans. To address this challenge, study proposes method using mining technology search for similar fields predict well productivity. A query system 135 analogy parameters is established based on geological engineering research, weight values these are calculated algorithm establish an system. The fuzzy matter-element then used calculate similarity between fields, with having greater than 70% identified as fields. Using sample data, 8 important factors affecting productivity Pearson coefficient mean decrease impurity (MDI) method. prediction models, linear regression (LR), random forest (RF), support vector (SVR), backpropagation (BP), extreme gradient boosting (XGBoost), light machine (LightGBM) algorithms used. Their performance evaluated determination (R2), explained variance score (EV), squared error (MSE), absolute (MAE) metrics. LightGBM model selected 30 wells PL field average only 6.31%, which significantly improves accuracy meets application requirements field. Finally, software platform integrating query, analogy, prediction, knowledge base identify patterns massive provide valuable technical references new development.

Language: Английский

Citations

5

A novel domain adaptation method with physical constraints for shale gas production forecasting DOI

Liangjie Gou,

Zhaozhong Yang,

Chao Min

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 371, P. 123673 - 123673

Published: June 21, 2024

Language: Английский

Citations

5

Interwell fracturing interference evaluation in shale gas reservoirs DOI
Youwei He,

Zhiyue He,

Yong Tang

et al.

Geoenergy Science and Engineering, Journal Year: 2023, Volume and Issue: 231, P. 212337 - 212337

Published: Sept. 13, 2023

Language: Английский

Citations

13

Green loops and clean skies: Optimizing municipal solid waste management using data science for a circular economy DOI
Muhammad Tajammal Munir, Bing Li, Muhammad Naqvi

et al.

Environmental Research, Journal Year: 2023, Volume and Issue: 243, P. 117786 - 117786

Published: Nov. 29, 2023

Language: Английский

Citations

11

Study of inter-well interference in shale gas reservoirs by a robust production data analysis method based on deconvolution DOI Creative Commons
Wenchao Liu, Chengcheng Qiao, Ping Wang

et al.

Petroleum Science, Journal Year: 2024, Volume and Issue: 21(4), P. 2502 - 2519

Published: March 8, 2024

In order to overcome the defects that multi-well typical curves analysis of shale gas reservoirs is rarely applied engineering, this study proposes a robust production data method based on deconvolution, which used for inter-well interference research. study, conceptual trilinear seepage model multi-stage fractured horizontal wells was established, and its Laplace solutions under two different outer boundary conditions were obtained. Then, an improved pressure deconvolution algorithm normalize scattered data. Furthermore, curve fitting carried out by using solution. Finally, some reservoir parameters fracturing interpreted, intensity compared. The effectiveness verified analyzing dynamic six in Duvernay area. results showed effect greatly due mutual restriction between calculation parameter debugging debugging. Besides, morphological characteristics log-log time corresponding intersection point models conditions, strength same well platform judged. This work can provide reference optimization spacing hydraulic measures wells.

Language: Английский

Citations

4

An improved two-phase rate transient analysis method for multiple communicating multi-fractured horizontal wells in shale gas reservoirs: Field cases study DOI

Wenpeng Bai,

Shiqing Cheng, Qingkai Wang

et al.

Physics of Fluids, Journal Year: 2024, Volume and Issue: 36(10)

Published: Oct. 1, 2024

The reduction in well spacing for multi-fractured horizontal wells (MFHWs) and the increase infill drilling exacerbate risk of fracture communication. This presents substantial challenges rate transient analysis parent–child system. study proposes an improved two-phase straight-line method to evaluate linear flow parameters multiple communicating MFHWs shale gas reservoirs. Considering adsorption–desorption mechanisms, nonuniform length fractures, stress-dependent effects, matrix shrinkage productivity equation is established within dynamic drainage area (DDA). Subsequently, we develop a three-well square root time plot based on DDA correction propose rigorous workflow evaluating single-well, two-well, systems. straight lines parent well's exhibit varying degrees jumps, depending frequency After communication, it necessary adjust cumulative production accurately recalculate average pressure area. Numerical simulations are employed generate series cases under different reservoir conditions validate accuracy proposed model. results show that model estimates half-lengths with errors 8%, meeting precision requirements field applications. Additionally, exceeds numerical computational speed. Two case studies WY Basin, China, further illustrate effectiveness practicality method, providing theoretical support hydraulic fracturing construction design development planning.

Language: Английский

Citations

4

Geological/Petrophysical characterisation and permeability mapping using ANN in the Algerian tight gas reservoir, Illizi Basin. DOI

Chehili Djamel,

Bacetti Abdelmoumen,

Bendali Mehdi

et al.

Journal of African Earth Sciences, Journal Year: 2025, Volume and Issue: unknown, P. 105561 - 105561

Published: Feb. 1, 2025

Language: Английский

Citations

0

A novel method for predicting formation pore pressure ahead of the drill bit by embedding petrophysical theory into machine learning based on seismic and logging-while-drilling data DOI Creative Commons
Xuyue Chen,

Chengkai Weng,

Tao Lin

et al.

Petroleum Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский

Citations

0