Machine learning-based cement integrity evaluation with a through-tubing logging experimental setup

LPB de Souza, GRB Ferreira, IG Camerini… - Geoenergy Science and …, 2023 - Elsevier
Assessing the integrity of the cement layer and the quality of its bond to the casing and
formation is paramount to ensure that the wellbore is hydraulically isolated from the …

HOG-CNN based evaluation of cement integrity using 2D dispersion curves from an experimental through tubing logging setup

T de Magalhães Correia, LPB de Souza… - Geoenergy Science and …, 2024 - Elsevier
In oil wells, adequate cementation is essential to guarantee that the well has support for the
casing and is able to isolate the well from groundwater. Operations known as Plugging & …

Earth modeling methods using machine learning

BF Zhang, O De Jesus, TA Sansal, D Chen… - US Patent …, 2023 - Google Patents
Aspects of the present disclosure relate to earth modeling using machine learning. A method
includes receiving detected data at a first depth point along a wellbore, providing at least a …

[PDF][PDF] Analytical and numerical modeling of through-tubing acoustic logging

T de Magalhães Correia… - Rio Oil and Gas …, 2020 - icongresso.ibp.itarget.com.br
Presently, prior to plug & abandonment (P&A) operations, inspection of cement quality
executed through acoustic logging techniques requires the removal of the production tubing …

Methods of analyzing cement integrity in annuli of a multiple-cased well using machine learning

B Fan, M Skataric, S Bose, S Aeron… - US Patent 11,835,674, 2023 - Google Patents
A sonic tool is activated in a well having multiple casings and annuli surrounding the casing.
Detected data is preprocessed using slowness time coherence (STC) processing to obtain …

Real-time scene understanding system

E Arani, M Salem - US Patent 11,210,547, 2021 - Google Patents
Real-time scene understanding system employing an object detection module with an
algorithm for localization and classification of objects in an image, and a semantic seg …

[PDF][PDF] Pontifícia Universidade Católica

LV Capone - 2020 - maxwell.vrac.puc-rio.br
Deliberative systems and the Brazilian Civil Rights Framework for the Internet: democratic
and epistemic contributions of online public consultations. Rio de Janeiro, 2020. 262p Tese …