电容层析成像
迭代重建
多相流
电容
石油工程
流量(数学)
断层摄影术
两相流
材料科学
电子工程
环境科学
计算机科学
机械
工程类
人工智能
化学
光学
物理
物理化学
电极
作者
Yonglei Lin,Yi Xu,Haigang Wang
标识
DOI:10.1109/icispc53419.2021.00012
摘要
The extraction and transportation of crude oil is a typical multiphase flow process. In order to visualize the oil/gas/water distribution, simulation and static tests are carried out in this paper. Electrical capacitance tomography (ECT) and microwave tomography (MWT) carried out static imaging tests of oil-gas two-phase flow and oil-water two-phase flow. Landweber iteration is used as the image reconstruction algorithm of ECT. The simulation results show that the normalized capacitance model, the iteration number and the step length have a certain influence on the ECT image reconstruction. Static tests show that ECT and MWT have a certain complementarity for oil/gas/water distribution. For oil-water flow, the image quality of MWT is better than that of ECT, and for oil-gas flow, the image quality of ECT is better than that of MWT. For a specific flow pattern, MWT image data can be used as the initial value of the ECT image reconstruction algorithm to further improve the accuracy of the ECT image.
科研通智能强力驱动
Strongly Powered by AbleSci AI