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改进细菌群体趋药性算法在可用输电能力计算中的应用 被引量:1
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作者 韩花荣 徐婧劼 范镇南 《电测与仪表》 北大核心 2015年第10期23-28,共6页
针对基本细菌群体趋药性(Bacterial Colony Chemotaxis,BCC)算法中存在的缺陷进行改进,在基本BCC算法中引入了带有权重系数的细菌变速公式,使算法能较快收敛在几个最优解周围并进行细致搜索,从而寻找到全局的最优解;引入了细菌感知范围... 针对基本细菌群体趋药性(Bacterial Colony Chemotaxis,BCC)算法中存在的缺陷进行改进,在基本BCC算法中引入了带有权重系数的细菌变速公式,使算法能较快收敛在几个最优解周围并进行细致搜索,从而寻找到全局的最优解;引入了细菌感知范围的动态调整机制,提高了算法的寻优精度;引入了记录本,把细菌寻优过程中的最优值暂记在记录本里,从而避免了最优值被随机抛弃的情况。文章建立了基于最优潮流的可用输电能力的计算模型,并运用改进的细菌群体趋药性算法来求解该模型。通过以IEEE-30节点测试系统为例进行仿真计算,并与基本BCC算法的计算结果进行了比较,结果表明IBCC算法能以更快的速度得到最优解,其性能明显优于基本BCC算法。 展开更多
关键词 细菌群体趋药性算法 可用输电能力 变速公式 动态调整 最优潮流
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Shear wave velocity prediction during CO_2-EOR and sequestration in the Gao89 well block of the Shengli Oilfield 被引量:2
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作者 李琳 马劲风 +4 位作者 王浩璠 谭明友 崔世凌 张云银 曲志鹏 《Applied Geophysics》 SCIE CSCD 2017年第3期372-380,460,共10页
Shear-wave velocity is a key parameter for calibrating monitoring time-lapse 4D seismic data during CO2-EOR (Enhanced Oil Recovery) and CO2 sequestration. However, actual S-wave velocity data are lacking, especially... Shear-wave velocity is a key parameter for calibrating monitoring time-lapse 4D seismic data during CO2-EOR (Enhanced Oil Recovery) and CO2 sequestration. However, actual S-wave velocity data are lacking, especially in 4D data for CO2 sequestration because wells are closed after the CO2 injection and seismic monitoring is continued but no well log data are acquired. When CO2 is injected into a reservoir, the pressure and saturation of the reservoirs change as well as the elastic parameters of the reservoir rocks. We propose a method to predict the S-wave velocity in reservoirs at different pressures and porosities based on the Hertz-Mindlin and Gassmann equations. Because the coordination number is unknown in the Hertz Mindlin equation, we propose a new method to predict it. Thus, we use data at different CO2 injection stages in the Gao89 well block, Shengli Oilfield. First, the sand and mud beds are separated based on the structural characteristics of the thin sand beds and then the S-wave velocity as a function of reservoir pressure and porosity is calculated. Finally, synthetic seismic seismograms are generated based on the predicted P- and S-wave velocities at different stages of CO2 injection. 展开更多
关键词 coordination number bulk modulus shear modulus Hertz-Mindlin shear wave CO2-EOR
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