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The petrophysics of shale gas reservoirs: Technical challenges and pragmatic solutions 页岩气藏的岩石物理学:技术挑战和实用的解决方案
Pub Date : 2013-05-01 DOI: 10.1144/petgeo2012-031
V. K. Bust, A. Majid, Joshua Uzezi Oletu, P. Worthington
The host rocks of shale gas accumulations act as source, seal and reservoir. They are characterized by complex pore systems with ultra-low to low interparticle permeability and low to moderate porosity. The word ‘shale’ is used in the sense of a geological formation rather than a lithology, so shale gas reservoirs can show marked variations in rock type from claystones, marlstones and mudstones to sandstone and carbonate lithological ‘sweet spots’. The pore space includes both intergranular and intrakerogen porosity. The density of natural fractures varies markedly, and pore throat connectivity is relatively ineffective. Moreover, in-situ gas pore volume has to take account of both free and adsorbed gas, an evaluation exercise that is complicated by pronounced variations in water salinity. All these characteristics present major challenges to the process of petrophysical evaluation. The petrophysical responses to these issues are severalfold. First, a broader calibrating database of core measurements is required at key wells, especially as regards mineralogy, porosity and permeability data, shale/mudstone sample analyses, total organic carbon, gas desorption isotherms, and the analysis of extracted formation waters. Second, at least in the key wells, an extended suite of logs should include an elemental analysis log, magnetic resonance imager, electrical micro-imager, and a dipole sonic log. These databases lead to a rock-typing scheme that takes better account of dynamic properties and fracturability. They also allow reservoir partitioning based on exclusivity of empirical interpretative algorithms, e.g. quartz content vs. producibility. These responses comprise key elements of a functional petrophysical system that encompasses fit-for-purpose interpretation methods, such as a pseudo-Archie approach, i.e. the application of the Archie equations with non-intrinsic exponents. This system is presented as a workflow for application in shale gas reservoirs, for which bulk density retains a major influence on computed gas in place. The benefits of this approach are especially strong in reserves reporting of these unconventional gas reservoirs.
页岩气成藏的寄主岩起着源、封、储的作用。它们具有孔隙系统复杂、超低至低粒间渗透率、低至中等孔隙度的特点。“页岩”一词用于地质构造而不是岩性,因此页岩气藏可以显示出明显的岩石类型变化,从粘土岩、泥灰岩、泥岩到砂岩和碳酸盐岩岩性的“甜点”。孔隙空间既包括粒间孔隙度,也包括泥源内孔隙度。天然裂缝密度变化明显,孔喉连通性相对较差。此外,原位气体孔隙体积必须考虑到自由气体和吸附气体,由于水的盐度显著变化,这一评估工作变得复杂。这些特点对岩石物性评价过程提出了重大挑战。对这些问题的岩石物理反应是多方面的。首先,关键井需要更广泛的岩心测量校准数据库,特别是矿物学、孔隙度和渗透率数据、页岩/泥岩样品分析、总有机碳、气体解吸等温线和提取地层水分析。其次,至少在关键井中,扩展的测井套件应该包括元素分析测井、磁共振成像仪、电微成像仪和偶极子声波测井。这些数据库可以提供一种更好地考虑岩石动态特性和可破裂性的岩石分型方案。它们还允许基于经验解释算法的排他性进行储层划分,例如石英含量与产能。这些响应构成了功能岩石物理系统的关键要素,包括适合目的的解释方法,如伪阿奇方法,即应用非内在指数的阿奇方程。该系统作为页岩气储层应用的工作流程提出,对于页岩气储层,体积密度对计算出的含气量仍有主要影响。在非常规气藏的储量报告中,这种方法的优势尤其明显。
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引用次数: 43
Improved Particle Swarm Optimization in Design of Heterogeneous Distributed System 改进粒子群算法在异构分布式系统设计中的应用
Pub Date : 2010-10-28 DOI: 10.1109/IPTC.2010.67
Jin-Guo Zhao, Qing-Yun Luo
In optimization of design of heterogeneous distributed system, the search space is large, and the applicable area is narrow. In this paper, we develop a new Particle Swarm Optimization (PSO) called DSPSO to solve these problems. When used on distributed system, DSPSO has high possibility to discover the applicable solution, and can get better optimal applicable solution and better average result. At the same time, this algorithm does not need any transformation of the problem, and does not rely on human-machine interaction. The tests show that this algorithm is easy to implement, easy to use and effective. It is highly valuable in similar optimization of design.
在异构分布式系统优化设计中,搜索空间大,适用范围窄。为了解决这些问题,本文提出了一种新的粒子群优化算法——DSPSO。应用于分布式系统时,DSPSO具有较高的发现适用解的可能性,并能得到较好的最优适用解和较好的平均结果。同时,该算法不需要对问题进行任何变换,也不依赖人机交互。实验结果表明,该算法易于实现,易于使用,效果良好。对类似的优化设计具有一定的参考价值。
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引用次数: 0
Research on Inform Rivalry Model and Dynamic Defense System under Network Environment 网络环境下信息竞争模型与动态防御系统研究
Pub Date : 2010-10-28 DOI: 10.1109/IPTC.2010.66
Wei-men Gao, Gui-xiang Li
This network security information in the confrontation as the research object, starting from the information model of confrontation to study the current dynamics of the network defense technology and defense systems. From the dynamic security deployment, attack the information decision-making, the three aspects of public knowledge acquisition to build a dynamic defense system model, through the confrontation of the model simulation results to validate the safety of defense capability.
本文以网络安全中的信息对抗为研究对象,从信息对抗模型出发,研究当前动态的网络防御技术和防御体系。从动态安全部署、攻击信息决策、公共知识获取三个方面构建了动态防御系统模型,通过对模型的对抗仿真结果验证了安全防御能力。
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引用次数: 0
Research on Genetic Algorithm Based on Pyramid Model 基于金字塔模型的遗传算法研究
Pub Date : 1900-01-01 DOI: 10.1109/IPTC.2011.28
Yong Peng, C. Dong, Huijun Zheng
The genetic algorithm is the intelligence computational method widely used in solving the optimization problems, however many current genetic algorithms has premature convergence and stagnation behavior while solving complex question. This may because the algorithm had lost the ability of discovering that new or potential genetic material before convergence limited its search to solution space with wide range. Enlightened by hierarchical fair competition widely existed in nature, this paper has studied a model based on Pyramid model of hierarchical fair competition which uses pipeline structure divided sub-population rank according to fitness gradient, guarantee the recent discovery potential genetic material to obtain full development by maintaining a certain global selection pressure under reducing the local selection pressure of sub-population. Unlike traditional genetic algorithm's strategy which attempts to jumps out local optima region from high evolutional population included a high similarity "building block", the Pyramid model continuously maintain the sub-population with the medium fitness value to ensure keeping the multiplicity of the population by the strategy which the new local optima is bottom-up bred and processed unceasingly. Finally, this paper confirms the validity of the algorithm and the multiplicity of the population by HIFF128/256 problems based on binary encoding, and compared the improved algorithm from the solution quality and standard deviation of the population with traditional genetic algorithm, proves this improved algorithm can effectively alleviate premature convergence problem of the traditional genetic algorithm.
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引用次数: 1
Design of an ASP flood in a High-Temperature, High-Salinity, Low-Permeability Carbonate 高温、高矿化度、低渗透碳酸盐岩三元复合驱设计
Pub Date : 1900-01-01 DOI: 10.2523/IPTC-14915-MS
D. Levitt, S. Dufour, G. Pope, D. Morel, P. Gauer
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引用次数: 36
Exploration and Example for Mathematical Application Issues in U.S. Mathematics Textbooks 美国数学教科书中数学应用问题的探索与实例
Pub Date : 1900-01-01 DOI: 10.1109/IPTC.2011.63
Gui-ming Shao, C. Xiong
This article focuses on the comparison between China and U.S in middle school mathematics teaching choreography, we want to find the different in the attention to the application problem and treatment. And we also focus on the application of U.S. high school mathematics textbooks scheduling problems, choosing a representative sample mathematical textbooks course1-3 published by PRENTICE HALL for research. And we use examples to show that the materials have the three levels of colorful mathematical application problem. Then we can know the rich life reality and knowledge background in American middle school students’ mathematics study and experience the real challenges of U.S. high school students faced in math test. Expect to bring readers a wealth of educational resources. Keywords— U.S. mathematics textbooks, Application problems, Example, Exploration.
本文着重对中美两国在中学数学编排教学中的差异进行比较,我们想找出中美两国在重视应用问题和处理方法上的不同。并着重研究了美国高中数学教材的应用排课问题,选取了PRENTICE HALL出版的具有代表性的数学教材课程1-3作为样本进行研究。并通过实例说明了材料具有丰富多彩的数学应用问题的三个层次。从而了解到美国中学生数学学习中丰富的生活现实和知识背景,体会到美国高中生在数学考试中面临的真实挑战。期望为读者带来丰富的教育资源。关键词:美国数学教材;应用问题;例题;
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引用次数: 0
An Improved Bayesian Algorithm for Filtering Spam E-Mail 垃圾邮件过滤的改进贝叶斯算法
Pub Date : 1900-01-01 DOI: 10.1109/IPTC.2011.29
Yin Hu, Chaoyang Zhang
With the wide application of E-mail, unsolicited bulk email has become a major problem for E-mail users. In order to reduce the influence of spam false negative result, an improvement solution based on the traditional Bayesian algorithm is proposed, in which the loss factor is introduced to evaluate the risk of spam false negative rate. At last, the experimental result indicates that the improved Bayesian algorithm can reduce the false negative error rate when filtering spam E-mail, and get more desirable recall ratios and precision ratios.
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引用次数: 13
Nam Con Son Basin Analysis: The Old and New 南con Son盆地分析:新旧
Pub Date : 1900-01-01 DOI: 10.2523/IPTC-14470-MS
K. Meyer
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引用次数: 2
Study on Approach to Improve the Quality of Veterinary Medicine Graduates by Strengthen Practical Skills 强化实践技能提高兽医学专业毕业生素质的途径研究
Pub Date : 1900-01-01 DOI: 10.1109/IPTC.2011.39
Haitang Zhang, Jinqing Jiang, Ziliang Wang, Jinshan Chen, Yanhong Cui
To meet the employment situation in modern society, and expand career opportunity, college students should have solid theoretical foundation and excellent practical skills, and can solve the practical problems in society or related profession. In the process of cultivating high-quality talents in veterinary medicine, the following improvements should be considered: fast the practical teaching reform, establish the rules of practical teaching, strengthen the teachers' practical skills, increase the amounts of practical base in or off-school, refresh the practical teaching curriculum, stress on training of applied talents, and pay great attention to the needs of social development.
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引用次数: 1
Detecting Hydrocarbon Reservoir through Inversion of Broadband Multicomponent CSEM Data and Joint Interpretation with Seismic Constraints 利用宽带多分量CSEM数据反演及地震约束联合解释探测油气藏
Pub Date : 1900-01-01 DOI: 10.2523/IPTC-15335-ABSTRACT
M. F. Rahim, M. Meju, A. Bujang, M. I. A. Fuad, H. A. Majid
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引用次数: 0
期刊
International Symposium on Information Processing and Trusted Computing
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