Michelli Barros

Dr. Michelli Barros


Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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27 April 2010 in Statistical Methods & Applications
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MBMichelli Barros
Michelli Barros
MGManuel Galea
Manuel Galea
MGManuel González
Manuel González
Victor LeivaVictor Leiva
Victor Leiva

14 December 2020 in Journal of Applied Statistics
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Journal Article
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MOMaria Ioneris Oliveira
Maria Ioneris Oliveira
MBMichelli Barros
Michelli Barros
JCJoelson Campos
Joelson Campos
FCFrancisco José A. Cysneiros
Francisco José A. Cysneiros
In this paper, we discuss the bivariate Birnbaum-Saunders accelerated lifetime model, in which we have modeled the dependence structure of bivariate survival data through the use of frailty models. Specifically, we propose the bivariate model Birnbaum-Saunders with the following frailty distributions: gamma, positive stable and logarithmic series. We present a study of inference and diagnostic analysis for the proposed model, more concisely, are proposed a diagnostic analysis based in local influence and residual analysis to assess the fit model, as well as, to detect influential observations. In this regard, we derived the normal curvatures of local influence under different perturbation schemes and we performed some simulation studies for assessing the potential of residuals to detect misspecification in the systematic component, the presence in the stochastic component of the model and to detect outliers. Finally, we apply the methodology studied to real data set from recurrence in times of infections of 38 kidney patients using a portable dialysis machine, we analyzed these data considering independence within the pairs and using the bivariate Birnbaum-Saunders accelerated lifetime model, so that we could make a comparison and verify the importance of modeling dependence within the times of infection associated with the same patient.

10 March 2025 in Applied Sciences
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RGRuth Luna do Nascimento Gonçalves
Ruth Luna do Nascimento Gonçalves
ACAnna Carolina Amorim Costa
Anna Carolina Amorim Costa
Mário César de Siqueira LimaMário César de Siqueira Lima
Mário César de Siqueira Lima
KNKarine Nóbrega
Karine Nóbrega
WCWaleska Rodrigues Pontes da Costa
Waleska Rodrigues Pontes da Costa
LALuciana Viana Amorim
Luciana Viana Amorim
Palygorskite has shown satisfactory performance in salted water-based fluids, especially as a rheological agent. However, this type of formulation has been used in the petroleum industry only in well drilling operations. This study proposes the development of a salted water-based fluid with palygorskite, which presents an adequate performance as a liquid barrier element in temporary abandonment operations of wells. Based on a factorial design, seven fluid formulations were prepared with varying concentrations of palygorskite and PAC LV and were tested by measuring the HPHT filtrate volume, rheological properties, density, and pH. For comparison purposes, the results of the seven formulations were evaluated against a formulation without palygorskite and analyzed for their performance in abandonment operations. The results showed that the presence of palygorskite reduces filtrate volumes by at least 21%, thereby helping control the pressure exerted by the fluid column, which is the primary requirement for abandonment operations. Furthermore, the fluid that contained the highest amount of palygorskite and PAC LV (20 g and 8 g, respectively) showed the best results regarding filtrate control (11.2 mL) and solid sedimentation. Therefore, it is a very promising alternative for use as a well barrier element in the temporary abandonment of wells.

8 August 2024 in Preprints.org
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WCWaleska Rodrigues Pontes da Costa
Waleska Rodrigues Pontes da Costa
KNKarine Nóbrega
Karine Nóbrega
ACAnna Carolina Amorim Costa
Anna Carolina Amorim Costa
RNRenalle Nascimento
Renalle Nascimento
ESElessandre Alves Alves de Souza
Elessandre Alves Alves de Souza
LALuciana Viana Amorim
Luciana Viana Amorim
Plug and abandonment (P&A) operations demand valuable time and resources with operational procedures and materials to establish the well barrier element. This study proposes the use of a water-based fluid as a liquid well barrier element for temporary abandonment, based on esti-mates of its lifespan and survival probability on downhole conditions acquired through acceler-ated life tests. For that, the water-based formulation was tested and exposed to 95, 110, 140 and 150°C, for time intervals ranging from 1 to 10 days. After temperature exposure, the fluid prop-erties were verified and failure was detected by accounting for any deterioration in rheological parameters and/or a substantial increase in filtrate volume. Statistical analysis of failure data was performed in R software using Weibull Model, and fluid average lifespan and survival probability were estimated for P&A temperatures. The results obtained demonstrates that the degradation of the fluid only was observed for 140 and 150°C and is mostly related to the CMC deterioration. The reliability metrics shows that until 80°C the fluid is a promising alternative for temporary abandonment, with no need of monitoring. For higher downhole temperatures, theses metrics should be considered to define the maximum time of operation and requirements for monitoring management in the operation design.

6 December 2023 in Processes
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WCWaleska Rodrigues Pontes da Costa
Waleska Rodrigues Pontes da Costa
LOLaura Rafaela Cavalcanti de Oliveira
Laura Rafaela Cavalcanti de Oliveira
KNKarine Nóbrega
Karine Nóbrega
ACAnna Carolina Amorim Costa
Anna Carolina Amorim Costa
RGRuth Luna do Nascimento Gonçalves
Ruth Luna do Nascimento Gonçalves
LALuciana Viana Amorim
Luciana Viana Amorim
One of the operational challenges regarding the use of bentonite pellets as sealing materials in the abandonment of offshore fields consists of their placement inside the well. This study aimed to analyze the interaction of fluid media, consisting of saline solutions (NaCl, CaCl2 and KCl) and organic compounds (diesel, glycerin and olefin), with bentonite pellets, for their applications as displacement fluids in offshore oil well abandonment operations. The physical integrity of the bentonite pellets in contact with the fluids was verified through visual inspections and dispersibility tests. Linear swelling tests were also performed to evaluate the swelling potentials of the pellets in deionized water after their contact with the fluid media. The results indicated that the NaCl, CaCl2 and KCl solutions completely compromised the physical integrity of the pellets, while diesel and olefin showed the best responses regarding the structural preservation. Furthermore, the linear swelling tests showed that, even after the contact with diesel and olefin for 1 h, the bentonite pellets reached a total swelling of 78% in water after 24 h. In this way, diesel and olefin proved to be highly promising alternatives to be used as displacement fluids for bentonite pellets in wells that will be abandoned in a submarine environment.

4 June 2024 in Preprints.org
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LOLaura Rafaela Cavalcanti de Oliveira
Laura Rafaela Cavalcanti de Oliveira
Mário César de Siqueira LimaMário César de Siqueira Lima
Mário César de Siqueira Lima
WCWaleska Rodrigues Pontes da Costa
Waleska Rodrigues Pontes da Costa
RGRuth Luna do Nascimento Gonçalves
Ruth Luna do Nascimento Gonçalves
ACAnna Carolina Amorim Costa
Anna Carolina Amorim Costa
LALuciana Viana Amorim
Luciana Viana Amorim
This study aims to evaluate how the operational procedure adopted for the pellets placement and the exposure to subsurface conditions influences the mechanical integrity of bentonite plugs used as barrier elements in the abandonment of petroleum wells. To this end, two methodologies were used to obtain the plugs: from the first methodology, the pellets were immersed in diesel or olefin, which are proposed as displacement fluids in offshore operations, and then, hydrated in deionized water; in the second methodology, representative of onshore operations, the pellets were directly hydrated in deionized water. After that, the plugs were tested by compression and adhesion tests. These mechanical tests were also carried out for test specimens obtained from plugs exposed to four formulations of synthetic formation waters. The results obtained demonstrated that the previous contact with olefin adversely affects the mechanical stability of bentonite plugs, while plugs formed from pellets immersed in diesel presented satisfactory mechanical properties. The mechanical properties of onshore plugs attested the highly successful performance of these elements, once its compressive strength was minimally impacted by exposure to formation waters and more pronounced reductions were observed only in the adhesion properties after the contact with higher salinity formation waters.