Investigation on interaction effects of multiple factors on clean gas extraction: implementation of response surface methodology

IF 1.6 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Journal of Geophysics and Engineering Pub Date : 2023-09-07 DOI:10.1093/jge/gxad069
Chunshan Zheng, Haifei Wu, Bingyou Jiang, Sheng Xue, Yang Zhao
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Abstract

Abstract Gas-related disasters have become a major threat to mining safety of coal resources. Investigation into the optimization approach for inseam borehole gas extraction is important for improving extraction efficiency. By establishing control equations for coal seam deformation, porosity-permeability properties, and gas flow, effects of extraction time, initial gas pressure, initial coal permeability, and borehole diameter on gas flow pattern and effective extraction radius are analyzed. Based on response surface methodology and orthogonal experimental design, a regression analysis model of effective extraction radius and multiple influencing factors is established. Meanwhile, the interaction mechanism between effects of multiple factors is analyzed, thus identifying optimal parameters for gas extraction. Results show that effective extraction radius is positively correlated with initial permeability, extraction time, and borehole diameter, and negatively associated with original gas pressure. In terms of effect on effective extraction radius, those parameters could be ranked as follows: initial gas pressure, extraction time, initial coal permeability, then borehole diameter. Interaction between multiple factors could inhibit the impact of individual factors on extraction radius. An increase in initial gas pressure reduces the positive effect of permeability on extraction radius. Growing initial gas pressure inhibits the contribution of extraction time to effective drainage radius. Prolonged duration of extraction suppresses the positive effect of permeability on extraction radius. Interaction between initial gas pressure and initial permeability has the most significant influence on extraction radius. Results from orthogonal experimental design correspond to those of response surface methodology. These findings could provide guidance for dynamically adjusting drilling extraction parameters and improving gas-extraction outcomes.
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多因素交互作用对洁净瓦斯抽提影响的研究——响应面法的实施
瓦斯灾害已成为煤炭资源开采安全的重大威胁。研究煤层瓦斯抽采优化方法对提高抽采效率具有重要意义。通过建立煤层变形、孔渗特性和瓦斯流动控制方程,分析了抽采时间、瓦斯初始压力、煤层初始渗透率和钻孔直径对瓦斯流动形态和有效抽采半径的影响。基于响应面法和正交试验设计,建立了有效提取半径与多种影响因素的回归分析模型。同时,分析了多种因素影响之间的相互作用机理,从而确定了瓦斯抽采的最佳参数。结果表明:有效抽采半径与初始渗透率、抽采时间、井径呈正相关,与原始瓦斯压力呈负相关;根据对有效抽采半径的影响,这些参数依次为初始瓦斯压力、抽采时间、初始煤渗透率、钻孔直径。多因素间的交互作用可以抑制单个因素对提取半径的影响。初始气体压力的增加降低了渗透率对抽采半径的正向影响。初始气体压力的增大抑制了抽采时间对有效抽采半径的贡献。抽提时间的延长抑制了渗透率对抽提半径的正向作用。初始气体压力与初始渗透率的交互作用对抽采半径的影响最为显著。正交试验设计的结果与响应面法的结果一致。研究结果可为动态调整钻井开采参数、提高天然气开采效果提供指导。
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来源期刊
Journal of Geophysics and Engineering
Journal of Geophysics and Engineering 工程技术-地球化学与地球物理
CiteScore
2.50
自引率
21.40%
发文量
87
审稿时长
4 months
期刊介绍: Journal of Geophysics and Engineering aims to promote research and developments in geophysics and related areas of engineering. It has a predominantly applied science and engineering focus, but solicits and accepts high-quality contributions in all earth-physics disciplines, including geodynamics, natural and controlled-source seismology, oil, gas and mineral exploration, petrophysics and reservoir geophysics. The journal covers those aspects of engineering that are closely related to geophysics, or on the targets and problems that geophysics addresses. Typically, this is engineering focused on the subsurface, particularly petroleum engineering, rock mechanics, geophysical software engineering, drilling technology, remote sensing, instrumentation and sensor design.
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