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Keywords: estimation
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Proceedings Papers
Machine Learning Applications in Vertical Offshore Wind Profile Estimation
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 2025
Paper Number: OTC-35666-MS
... Abstract Accurate wind speed estimates are vital for the offshore wind farm industry. LiDAR measurements provide excellent wind data but are often limited in duration. Long-term wind time series are typically derived from either cost-effective but limited theoretical profiles or more accurate...
Proceedings Papers
Predictive Model for FPSO Topsides Weight: A Data Science Case Applied to Surface Facilities
Available to PurchaseT. A. Jambeiro, D. D. Fonseca, M. Katekawa, R. Nassur, M. Gomes Benfica, C. Rocha, I. S. Carvalho, V. Santos, G. R. Mafra, A. De Sosa Lima
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 2025
Paper Number: OTC-35651-MS
... valuable information and insights for the analysis. Figure 1 presents the correlation matrix for the variables of Scenario 1: Abstract The estimation of topside weights for FPSOs in the early phases of projects is a key factor for the evaluation of their economic viability. Developing a method...
Proceedings Papers
Fugitive Emissions Estimation and Quantification According OGMP 2.0 Standard
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 2025
Paper Number: OTC-35863-MS
... Abstract Objectives/Scope This study was based on estimation and quantification of fugitive methane emissions from a 170,000 km gas distribution network in Italy, following the OGMP 2.0 Standard. Commissioned by a major gas company, the project covered the period 2021-2023. The key objectives...
Proceedings Papers
Deep Learning Application of Geotechnical Property Characterization for US Atlantic Outer Continental Shelf Soils
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 2025
Paper Number: OTC-35804-MS
... delves into the application of deep learning (DL) methodologies in combination with in situ conventional and seismic PCPT testing data for the CPT-based soil behavior type (SBT) classification and estimation of in situ shear wave velocity (V s ) for the studied Atlantic outer continental shelf (OCS...
Proceedings Papers
Accelerating Offshore Windfarm Site Characterization Using Deep Learning
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 6–9, 2024
Paper Number: OTC-35364-MS
..., which are the UHR seismic image and the constructed structure model; The SF-Engine, which is the encoder of the pre-trained SFE CNN; An encoder-decoder, which is to extract more features at multiple scales; and Output of two tasks, which are to estimate the geotechnical properties specified...
Proceedings Papers
Jetting Running Tools and Wellhead Systems Development Opportunities Based in Pre-Salt Lessons Learned
Available to PurchaseMauricio Maues Bergh, Fabio Sawada Cutrim, Bruno S. P. de Souza, Charlton Okama de Souza, Rafael Dias, Edgard G. A. Arduino, Delton Lustosa De Resende, Ricardo Magalhaes Pioli, Thiago de Santana Pinto
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 6–9, 2024
Paper Number: OTC-35274-MS
... the final depth, was planned as possibility in every well design, but was not deemed necessary during the execution. Surface casing section, with extensions up to 1300 m, had good overall performance in drilling. Open hole caliper was estimated using tracer pills and pressure monitoring while pumping high...
Proceedings Papers
Machine Learning Based FPSO Topsides Weight Estimation for a Project on an Early Stage
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2023
Paper Number: OTC-32304-MS
... Abstract The objective of this study is to develop a data-driven machine learning based tool to estimate the FPSO topsides weight. The data were collected from public sources including IHS, news and magazines, covering world-wide active FPSO geographic locations, topsides weights...
Proceedings Papers
Calculation of the Collapse Rating of Individual Pipe Joints for OCTG Casing and Tubing
Available to PurchasePedro Filgueiras, Frans J Klever, Luca Bellani, Michele Compare, Gustavo Almeida, Maria Beatriz Ybarra, Jonathas Oliveira, Enrico Zio
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31853-MS
... series system estimation INTRODUCTION One of the foundations of the ongoing fourth industrial revolution, Industry 4.0, is the digital transformation, which potentially enables companies to increase process efficiency, improve data transparency and boost competitiveness ( 1 ). Digital Twins...
Proceedings Papers
In-Situ Stress Models for an Anisotropic Rock Formation Using Well Log Sonic Data - A Comparison of Different Approximations
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-31865-MS
... Abstract The evaluation and estimation of in-situ stress regimes are vital in many subsurface engineering processes such as borehole stability in deep well drilling, hydraulic fracturing design, water injection for pressure maintenance, geothermal recovery, and geological carbon sequestration...
Proceedings Papers
Data Driven Physics-Guided Casing Fatigue Life Estimation
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32068-MS
... and the resultant casing collapse failure, and 2) casing fatigue. These cyclic loads to the casing structure often result in detrimental fatigue failures at essential casing joints and welds. Wrong cyclic strain calculations will lead to false estimation of casing fatigue life. This, in turn, would lead to abuse...
Proceedings Papers
Hull Condition Monitoring and Lifetime Estimation by the Combination of On-Board Sensing and Digital Twin Technology
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-30977-MS
... materials and corrosion riser corrosion renewable energy pipeline corrosion subsurface corrosion marine transportation wind energy bayesian inference posterior distribution hull structure digital twin dashboard accuracy prediction estimation measurement data information evaluation offshore...
Proceedings Papers
Corrosion Evaluation in Dual Completions Using a Multifrequency Electromagnetic Tool
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-30917-MS
... electromagnetic pipe inspection tool with multiple transmitter and receiver arrays was designed to accurately estimate the individual wall thicknesses of up to five nested pipes. The tool uses an axis-symmetric forward model to invert for wall thicknesses, among other pipe parameters. However, in cases where...
Proceedings Papers
Research on Robust and Efficient Approach for Extreme Mooring Tension Estimation for FLNG and FOWT
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31063-MS
... for the estimation of maximum value, and validation methodology as to the adequacy of the applied statisitical analysis procedures Rules and standards in the industry Statistical approach adopted for evaluation of extreme line tension is one of those areas where the requirements vary depending...
Proceedings Papers
Novel Intelligent Pigging Tool For Deposit Inspection Using Electrical Tomography with High Computational Efficiency Enabled Through Neural Networks
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31273-MS
... Objectives/Scope Deposition inspection sensor based on electrical tomography has been proposed recently. In this work, a next generation electrical tomography sensor is introduced and a novel mathematical approach for the estimation of the deposit thickness is described. It is essential...
Proceedings Papers
Innovative Energy Storage Concept for Saipem Offshore Wind2Sub™ Application
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31220-MS
... conditions and WTG power analysis with estimation of the amount of the energy to be stored; preliminary design of the ESS; preliminary cost estimation. The study was carried out by using a digital tool developed by Moss Maritime in the context of a Proof of Concept based on Floating energy storage. The tool...
Proceedings Papers
Automatic Tuning of Vessel Models Offshore: A Feasibility Study Using High-Precision Data from Model Test
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30690-MS
... the model such that the model behaves like the true physical system when subjected to the same inputs. To tune the model, we must know (measure) the inputs and the outputs. A fundamental requirement for parameter estimation is that the response variables are observable from the measurements...
Proceedings Papers
Estimation of Soil Parameters Based on Analytical Methods and Neural Networks for Conductor Casing Design Using CPTu Data
Available to PurchaseBeatriz Ramos Barboza, Christiano Augusto Ferrario Várady Filho, Aline Viana Esteves, Jennifer Mikaella Ferreira Melo, Joyce Kelly Franca Tenorio, João Paulo Lima Santos, Eduardo Toledo Lima Junior, Rafael Dias, Fábio Sawada Cutrim
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30896-MS
... double the depth. The present work uses extrapolation techniques based on analytic and heuristic approaches to estimate data beyond the depth domain of CPTu tests. Design of the conductor casing is highly dependent on soil properties, since it serves as a foundation element of the well. Estimation...
Proceedings Papers
Pressure Losses Calibration in Managed Pressure Drilling
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30758-MS
... modeling for frictional pressure losses. Surface BackPressure (SBP) and StandPipe Pressure (SPP) data, measured in real-time, allows the calibration of frictional pressure losses and an estimation of BHP more accurately. An estimation of SPP is calculated based on integration from the measured SBP back...
Proceedings Papers
Integrating Electrofacies and Well Logging Data Into Regression and Machine Learning Approaches for Improved Permeability Estimation in a Carbonate Reservoir In a Giant Southern Iraqi Oil Field
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30763-MS
...-Mudhafar , W. J. ( 2018 ). Integrating lithofacies and well logging data into Smooth Generalized Additive Model for improved permeability estimation: Zubair formation, South Rumaila oil field . Marine Geophysical Research , 40 ( 03 ): 315 – 332 . https://doi.org/10.1007/s11001-018-9370-7...
Proceedings Papers
ARIEL: An Autonomous Robotic System for Oil Spill Detection
Available to PurchaseMarcelo Andreotti, Alessandro Jacoud Peixoto, João C Monteiro, Ricardo Halfeld, Ignácio Azambuja, Lucas Vargas, Alex F Neves, Ramon R Costa, Ricardo Ouvinã, Samuel Simplício Valentim, Jéssica Paula Liporace, Higuel Parga de Paiva Norões, Rafael Botelho Duarte Coelho, Sylvain Joyeux, Thiago Marinho Vasconcelos, Gustavo Andreas Vieira, Anthony LeMerrer, Rafael Pires Aguirre
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30894-MS
... is this work. usv configuration application landing pad autonomous system estimation sensor autonomous robotic system information operator upstream oil & gas ariel operation algorithm machine learning detection oil spill drone chemical spill vehicle controller artificial...
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