利用控制理论尽量减少地下水库诱发地震的启示

IF 3.3 2区 工程技术 Q3 ENERGY & FUELS
Diego Gutiérrez-Oribio, Ioannis Stefanou
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引用次数: 0

摘要

深层地热能、碳捕集与封存和氢封存在满足能源部门的大规模需求和减少二氧化碳排放方面具有巨大潜力。然而,这些活动所依赖的向地壳注入流体可能会导致形成新的地震断层或重新激活现有断层,从而引发地震。在本研究中,我们提出了一种基于控制理论的新方法来解决这一问题。首先,我们利用三维扩散方程获得了一个地下储层注入流体引起的诱发地震的简化模型。然后,我们设计了一种稳健的跟踪控制方法,迫使地震率遵循所需的参考值。这样,在确保流体循环满足可再生能源生产和储存需求的同时,诱发地震最小化。即使存在系统不确定性和未知动态,所设计的控制也能保证实现控制目标。最后,我们介绍了一个简化地热储层在不同能源需求情况下的模拟情况,以展示控制方法的可靠性和性能,为基于实时调节器的现场实验开辟了新的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Insights of using control theory for minimizing induced seismicity in underground reservoirs

Deep Geothermal Energy, Carbon Capture, and Storage and Hydrogen Storage have significant potential to meet the large-scale needs of the energy sector and reduce the CO2 emissions. However, the injection of fluids into the earth’s crust, upon which these activities rely, can lead to the formation of new seismogenic faults or the reactivation of existing ones, thereby causing earthquakes. In this study, we propose a novel approach based on control theory to address this issue. First, we obtain a simplified model of induced seismicity due to fluid injections in an underground reservoir using a diffusion equation in three dimensions. Then, we design a robust tracking control approach to force the seismicity rate to follow desired references. In this way, the induced seismicity is minimized while ensuring fluid circulation for the needs of renewable energy production and storage. The designed control guarantees the achievement of the control objectives even in the presence of system uncertainties and unknown dynamics. Finally, we present simulations of a simplified geothermal reservoir under different scenarios of energy demand to show the reliability and performance of the control approach, opening new perspectives for field experiments based on real-time regulators.

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来源期刊
Geomechanics for Energy and the Environment
Geomechanics for Energy and the Environment Earth and Planetary Sciences-Geotechnical Engineering and Engineering Geology
CiteScore
5.90
自引率
11.80%
发文量
87
期刊介绍: The aim of the Journal is to publish research results of the highest quality and of lasting importance on the subject of geomechanics, with the focus on applications to geological energy production and storage, and the interaction of soils and rocks with the natural and engineered environment. Special attention is given to concepts and developments of new energy geotechnologies that comprise intrinsic mechanisms protecting the environment against a potential engineering induced damage, hence warranting sustainable usage of energy resources. The scope of the journal is broad, including fundamental concepts in geomechanics and mechanics of porous media, the experiments and analysis of novel phenomena and applications. Of special interest are issues resulting from coupling of particular physics, chemistry and biology of external forcings, as well as of pore fluid/gas and minerals to the solid mechanics of the medium skeleton and pore fluid mechanics. The multi-scale and inter-scale interactions between the phenomena and the behavior representations are also of particular interest. Contributions to general theoretical approach to these issues, but of potential reference to geomechanics in its context of energy and the environment are also most welcome.
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