Zhihao Jia

ORCID: 0000-0002-3462-0246
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Research Areas
  • Hydraulic Fracturing and Reservoir Analysis
  • Enhanced Oil Recovery Techniques
  • Hydrocarbon exploration and reservoir analysis
  • Reservoir Engineering and Simulation Methods
  • Drilling and Well Engineering
  • CO2 Sequestration and Geologic Interactions
  • NMR spectroscopy and applications
  • Petroleum Processing and Analysis
  • Advanced DC-DC Converters
  • Hybrid Renewable Energy Systems
  • Oil and Gas Production Techniques
  • Groundwater flow and contamination studies
  • Microgrid Control and Optimization
  • Advanced Battery Technologies Research
  • Dam Engineering and Safety
  • Electric Vehicles and Infrastructure
  • Slime Mold and Myxomycetes Research
  • Multi-Agent Systems and Negotiation
  • Rock Mechanics and Modeling
  • Multilevel Inverters and Converters

China University of Petroleum, Beijing
2020-2025

China University of Mining and Technology
2024

North China University of Technology
2024

Under the policy background and advocacy of carbon capture, utilization, storage (CCUS), CO2-EOR has become a promising direction in shale oil reservoir industry. The multi-scale pore structure distribution fracture lead to complex multiphase flow, comprehensively considering multiple mechanisms is crucial for development CO2 fractured reservoirs. In this paper, multi-mechanism coupled model developed by MATLAB. Compared traditional Eclipse300 MATLAB Reservoir Simulation Toolbox (MRST),...

10.1016/j.petsci.2024.02.006 article EN cc-by-nc-nd Petroleum Science 2024-02-12

Abstract Accurately predicting permeability in porous media is crucial for various engineering fields, including petroleum engineering, geology, and environmental science. Unlike conventional reservoirs, shale reservoirs predominantly feature micro- to nano-scale pores, making prediction challenging difficult obtain through experimental methods. This research presents an innovative model based on machine learning address these challenges. By leveraging data-driven approaches, this work...

10.2523/iptc-24765-ms article EN International Petroleum Technology Conference 2025-02-17

Generative Foundation Models (GenFMs) have emerged as transformative tools. However, their widespread adoption raises critical concerns regarding trustworthiness across dimensions. This paper presents a comprehensive framework to address these challenges through three key contributions. First, we systematically review global AI governance laws and policies from governments regulatory bodies, well industry practices standards. Based on this analysis, propose set of guiding principles for...

10.48550/arxiv.2502.14296 preprint EN arXiv (Cornell University) 2025-02-20

Summary Long-term high-flux waterflooding is a crucial technology for achieving the economic, environmental, and sustainable development of mature oilfields during ultrahigh water cut period by further reducing microremaining oil saturation (Sor) in swept area. However, traditional quasi-static two-phase flow simulations based on pore network models (PNMs) do not account impact cumulative volumes (PVs) through pore-scale remaining saturation, resulting inability to obtain distribution...

10.2118/225413-pa article EN SPE Journal 2025-03-01

Fracture-caved oil carbonate reservoirs are the focus of exploration and development in China. However, connections distributions well, fracture, cave create a significant heterogeneity fracture-caved reservoirs, fluid flow behavior complex porous media is extremely hard to characterize. In this work, series simple, efficient, practically applicable pressure-transient models exhibiting established with linear fracture zones storage caves. The solutions for obtained by Laplace transformation,...

10.1021/acs.energyfuels.3c04130 article EN Energy & Fuels 2024-02-15

An essential technology of carbon capture, utilization and storage-enhanced oil recovery (CCUS-EOR) for tight reservoirs is CO2 huff-puff followed by associated produced gas reinjection. In this paper, the effects multi-component on properties components are studied. First, core displacement experiments using CH4/CO2 conducted to determine efficiency under different CH4 ratios. Then, a viscometer liquid density balance used investigate change characteristics viscosity after with addition,...

10.1016/j.petsci.2023.06.002 article EN cc-by-nc-nd Petroleum Science 2023-06-06

Injection water temperature is often different from that of the reservoir during injection development in tight reservoir. Temperature change causes fluid properties and oil-water interface properties, which further affects imbibition process. In this paper, a matrix-fracture non-isothermal flow model reservoirs established solved by finite element method based on phase-field method. The ideal inhomogeneous rock structure was used to study influence single factor imbibition. actual...

10.3390/w13071004 article EN Water 2021-04-06

The significant heterogeneity of fracture-caved gas reservoirs and the phase transition behavior with pressure depletion pose great challenges for flow analysis property estimation. Therefore, objective this paper is to develop robust novel transient models condensate-gas under in reservoirs. To characterize complex connections between wellbore, fracture region, caves, four conceptual wellbore–fracture–cave distributions are determined. region considered as a dynamic three-zone (dry zone,...

10.1063/5.0224047 article EN Physics of Fluids 2024-08-01

Fracturing and water flooding have been popular technologies to achieve the effective development of tight oil reservoirs in recent years. However, late stage production, recovery rate declines with a rapid increase cut. Water huff-puff could improve reservoir energy; however, displacement imbibition micro-nano pore throat fracture systems are complex processes unclear characteristics position. Therefore, it is urgent study coupling mechanisms oil-water reservoirs. In this work, based on...

10.46690/capi.2023.04.02 article EN Capillarity 2023-03-30

The pore-throat radius of the shale oil reservoir is extremely small, and it difficult to accurately obtain absolute permeability oil–water two-phase relative actual through conventional core experiments. However, these parameters are very important for numerical simulation. In this paper, a method characterizing flow based on pore network model that considers differential pressure diffusion proposed. Firstly, digital was reconstructed using focused ion beam scanning electron microscopy...

10.3390/en16145424 article EN cc-by Energies 2023-07-17

The pore structure of shale reservoirs leads to the complex phase behavior reservoir fluids, which is aggravated due changes in fluid composition during development. Effective prediction fluids important. This paper proposes a pore-size-dependent Peng-Robinson equation state (PR-EOS) describe nanopores. approach considers shift critical parameters and gas-liquid capillary pressure compiles by MATLAB. verification model satisfying matching result with Tnavigator PVTi using published date....

10.3389/fenrg.2023.1237254 article EN cc-by Frontiers in Energy Research 2023-08-23

The pore-throat radius of shale oil reservoir is extremely small, and it difficult to accurately obtain the absolute permeability oil-water two-phase relative actual through conventional core experiments. However, these parameters are very important for numerical simulation. In this paper, a method characterizing flow based on pore network model that considers differential pressure diffusion proposed. Firstly, digital was reconstructed using focused ion beam scanning electron microscopy...

10.20944/preprints202306.0693.v1 preprint EN 2023-06-09

Abstract Phase transitions of CO2-Hydrocarbons in liquid rich shale (LRS) volatile oil reservoirs after the CO2 pre-pad energized fracturing is quite obvious, particularly due to impact temperature changes and nano-confinement. In this paper, phase caused by heat transfer nano-confinement effects on effective diffusion coefficient (CO2-EDC) was investigated. A novel multi-component model incorporating both proposed accurately evaluate CO2-EDC Gulong LRS reservoir located Songliao Basin,...

10.2118/215079-ms article EN SPE Annual Technical Conference and Exhibition 2023-10-09

Carbonate reservoirs typically have complex pore structures, so the production wells high in early stage, but they decline rapidly. It is highly challenging to achieve accurate interpretation results. In this paper, a new and practical methodology for data analysis of fractured fractured-vuggy carbonate proposed. Firstly, analytical solutions characterize different multipore media simulate transient behavior during flow regime are presented. Then, function <math...

10.1155/2020/1873236 article EN cc-by Geofluids 2020-12-08

Abstract Imbibition is an important recovery mechanism for tight oil reservoirs, which occurs during hydraulic fracturing and development. Due to the massive distribution of micro‐nano scale pore throats existence a boundary layer in formation, agreement consensus has not been reached on imbibition mechanism. Based effect layer, experiments were conducted study sandstone, NMR was used determine efficiency imbibition. The results reveal that rate related connection area matrix‐fracture,...

10.1002/ese3.762 article EN cc-by Energy Science & Engineering 2020-06-03

Abstract Efficient development of tight reservoirs often relies on complex-hydraulic-fracture-network. Due to the time repeated iteration for simulation, (semi)-analytical model or fully-numerical requires a trade-off especially accuracy production analysis. Hence, comprehensive accelerating matching needs be established. In this paper, neighboring-long-short-term-memory (n-LSTM) model, integrated with complex fracture semi-analytical flow can make performance analysis high efficiency. The...

10.2118/209632-ms article EN 2022-06-06
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