Improving characterization and modelling of the rock-proppant interaction in hydraulic fractures for deep-earth geo-resource extraction

改进水力压裂中岩石-支撑剂相互作用的表征和建模,以进行深地地质资源开采

基本信息

  • 批准号:
    RGPIN-2021-04215
  • 负责人:
  • 金额:
    $ 1.89万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2021
  • 资助国家:
    加拿大
  • 起止时间:
    2021-01-01 至 2022-12-31
  • 项目状态:
    已结题

项目摘要

The Canada Energy Regulator predicts Canadian natural gas production to grow to 606 million cubic metres per day over the next two decades. The production will be mainly from the natural gas reserves trapped in tight and low-permeability rock formations 2-3 km below surface. Massive amounts of proppants, mostly frac sand, are placed into fractures created by hydraulic fracturing to increase the fracture conductivity and enhance the long-term hydrocarbon recovery from tight formations. Experiences from well stimulation operations have already demonstrated that the rock-proppant mechanical interaction under high compressive stress significantly influences fracture conductivity and, thus, gas productivity. However, there is a lack of comprehensive and quantitative characterization of how fracture conductivity evolves during well production life, due to the limitations in existing laboratory tests and predictive models where complex interaction between proppants and rock is over-simplified. Many important impact factors have not yet been fully captured in the complex rock-proppant systems, such as rock fracture topography, proppant size, and proppant creep indentation into rock faces. These shortcomings have significantly impaired our ability to correctly predict proppant behaviours in rock fractures, resulting in the inappropriate selection of proppants for hydraulic fracturing. Recent progress in my research activities has identified the need to rigorously model proppant crushing between fractures for satisfactory prediction of fracture conductivity. For this, we have developed a numerical breakage model to successfully simulate grain breakage at high compressive stress. The research program proposed for this Discovery Grant will build on our existing successes and further advance the characterization and modelling of the rock-proppant interaction in fractures for resource extraction. This goal will be achieved through training HQP in interlinked research tasks with advanced laboratory geo-materials characterization, geomechanical testing, and numerical and analytical modelling. The research outcomes will deliver and promote new knowledge and tools for improving the extraction efficiency that is crucial to the sustainable development of the Canadian natural gas industry. Characterization techniques of proppants and rock and predictive models of hydraulic-mechanical behaviours will be developed to better apply proppants in hydraulic fracturing for deep earth resource recovery while minimizing environmental impacts associated with proppant mining and transportation. Close collaboration with existing industry and academic partners will ensure rapid dissemination of research outcomes and facilitate optimization opportunities in natural gas development projects. HQP will be equipped with essential skills that are highly desirable in the Canadian natural resource sector.
加拿大能源监管机构预测,在未来20年里,加拿大的天然气产量将增长到每天6.06亿立方米。生产将主要来自地表以下2-3公里处致密和低渗透岩层的天然气储量。大量的支撑剂(主要是压裂砂)被放入水力压裂产生的裂缝中,以增加裂缝的导流能力,提高致密地层的长期油气采收率。增产作业的经验已经证明,在高压应力下,岩石-支撑剂的力学相互作用会显著影响裂缝导流能力,从而影响天然气产能。然而,由于现有的实验室测试和预测模型的局限性,支撑剂和岩石之间复杂的相互作用过于简化,因此缺乏对裂缝导流能力在油井生产寿命期间如何演变的全面和定量表征。在复杂的岩石-支撑剂系统中,许多重要的影响因素尚未被完全捕获,例如岩石裂缝形貌、支撑剂尺寸以及支撑剂在岩石表面的蠕变压痕。这些缺点严重影响了我们正确预测岩石裂缝中支撑剂行为的能力,导致水力压裂支撑剂的选择不当。我最近的研究进展表明,需要对裂缝之间的支撑剂破碎进行严格的建模,以令人满意地预测裂缝的导流能力。为此,我们建立了一个数值破碎模型,成功地模拟了高压应力下的颗粒破碎。本次探索基金提出的研究计划将以我们现有的成功为基础,进一步推进裂缝中岩石-支撑剂相互作用的表征和建模,以促进资源开采。这一目标将通过培训HQP在先进的实验室土工材料表征、地质力学测试以及数值和分析建模的相互关联的研究任务中实现。研究成果将提供和推广新的知识和工具,以提高开采效率,这对加拿大天然气行业的可持续发展至关重要。将开发支撑剂和岩石的表征技术以及水力力学行为的预测模型,以便更好地将支撑剂应用于水力压裂,以开采深部地球资源,同时最大限度地减少支撑剂开采和运输对环境的影响。与现有行业和学术合作伙伴的密切合作将确保研究成果的快速传播,并促进天然气开发项目的优化机会。HQP将配备加拿大自然资源部门非常需要的基本技能。

项目成果

期刊论文数量(0)
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Zheng, Wenbo其他文献

Oncologic outcomes and radiation safety of nipple-sparing mastectomy with intraoperative radiotherapy for breast cancer
  • DOI:
    10.1007/s12282-019-00962-7
  • 发表时间:
    2019-09-01
  • 期刊:
  • 影响因子:
    4
  • 作者:
    Pan, Lingxiao;Ye, Changsheng;Zheng, Wenbo
  • 通讯作者:
    Zheng, Wenbo
IsGAN: Identity-sensitive generative adversarial network for face photo-sketch synthesis
IsGAN:用于面部照片草图合成的身份敏感生成对抗网络
  • DOI:
    10.1016/j.patcog.2021.108077
  • 发表时间:
    2021-06-17
  • 期刊:
  • 影响因子:
    8
  • 作者:
    Yan, Lan;Zheng, Wenbo;Wang, Fei-Yue
  • 通讯作者:
    Wang, Fei-Yue
DAO to HANOI via DeSci: AI Paradigm Shifts from AlphaGo to ChatGPT
  • DOI:
    10.1109/jas.2023.123561
  • 发表时间:
    2023-04-01
  • 期刊:
  • 影响因子:
    11.8
  • 作者:
    Miao, Qinghai;Zheng, Wenbo;Wang, Fei-Yue
  • 通讯作者:
    Wang, Fei-Yue
Unified continuum/discontinuum modeling framework for slope stability assessment
用于边坡稳定性评估的统一连续体/不连续体建模框架
  • DOI:
    10.1016/j.enggeo.2014.06.014
  • 发表时间:
    2014-09-04
  • 期刊:
  • 影响因子:
    7.4
  • 作者:
    Zheng, Wenbo;Zhuang, Xiaoying;Nunoo, Samuel
  • 通讯作者:
    Nunoo, Samuel
Learning to learn by yourself: Unsupervised meta-learning with self-knowledge distillation for COVID-19 diagnosis from pneumonia cases

Zheng, Wenbo的其他文献

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{{ truncateString('Zheng, Wenbo', 18)}}的其他基金

Improving characterization and modelling of the rock-proppant interaction in hydraulic fractures for deep-earth geo-resource extraction
改进水力压裂中岩石-支撑剂相互作用的表征和建模,以进行深地地质资源开采
  • 批准号:
    RGPIN-2021-04215
  • 财政年份:
    2022
  • 资助金额:
    $ 1.89万
  • 项目类别:
    Discovery Grants Program - Individual
Versatile Mechanical Tester to Characterize the Performance of Engineering Materials for Sustainable Northern Resource Development
多功能机械测试仪可表征北方资源可持续开发工程材料的性能
  • 批准号:
    RTI-2022-00692
  • 财政年份:
    2021
  • 资助金额:
    $ 1.89万
  • 项目类别:
    Research Tools and Instruments
Rock damage mechanisms of hydrocarbon formations re-purposed for geothermal utilization
地热利用碳氢化合物地层的岩石损伤机制
  • 批准号:
    571099-2021
  • 财政年份:
    2021
  • 资助金额:
    $ 1.89万
  • 项目类别:
    Alliance Grants
Improving characterization and modelling of the rock-proppant interaction in hydraulic fractures for deep-earth geo-resource extraction
改进水力压裂中岩石-支撑剂相互作用的表征和建模,以进行深地地质资源开采
  • 批准号:
    DGECR-2021-00400
  • 财政年份:
    2021
  • 资助金额:
    $ 1.89万
  • 项目类别:
    Discovery Launch Supplement

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