... Abstract As the offshore industry explores the potential of nuclear power for drilling facilities, a critical challenge emerges: how to effectively integrate the validation methodologies for nuclear power systems with those of dynamic positioning (DP) systems. This paper presents a forward...

.... artificial intelligence vessel motion machine learning hyperparameter operation interpretation assessment nilsen-aa wave spectra hstp method response parameter gueret candidate model wave spectrum vmbc hypothesis regression line sea state table operability assessment ml model validation...

... by the outcomes of these digital twins are focused on understanding whether a digital twin and its results can be trusted for their specific use case. Verification and validation (V&V) is a well-established methodology to ensure the accuracy and performance of models, simulations and complex systems (model...

... meters, represents one of the most challenging heavy oil developments in ultra-deep waters. The EPS phase, initiated in May 2018 with FPSO Petrojarl 1 adapted by Altera (former Teekay) designed as a crucial step to validate key technical aspects, collect reservoir data, and reduce uncertainties before...

... initiate automated workflows via the PDMS and interactive dashboards, triggering requests through a specialized messaging system. These tailored workflows support: Network validation, which solves a network containing the latest operating conditions and validates against allocated rates. Network...

... through validation, involving data not used during the training or the validation process. In the application to field data, the trained model is employed to estimate relative permeability curves using authentic production data. Finally, integration with reservoir simulation entails assimilating...

..., and other possible sensitivity tests available in OpenFAST. sustainability turbine social responsibility subsea system platform design sustainable development wtnwb arctic engineering solver simulation openfast validation wind turbine numerical wave basin mooring system offshore projects...

... for validation of the model and a proposed risk mitigating measure that allows for a controlled punch through, with reduced risk to vessel and equipment. Field observations from construction of a wind farm off the US East coast allowed for full scale validation of the model and reflect the effectiveness...

... and test the input factors impacting the target property using a neural network method. The model expressed an integrated relationship between the training and validation data which resulted in an optimum learning performance revealed by a loss function plot. As a result, the scatter plot for prediction...

... itself. The viscosity increase due to emulsion formation severely hampers the ESP performance, requiring an increase in energy consumption on the platform to keep the same production rate. This work presents an initial validation of the model proposed by Bulgarelli (2021) to predict the water-in-oil...

... algorithm sar wind speed lidar measurement surface correction model validation vertical extrapolation sar surface wind speed sar observation surface correction algorithm Introduction Offshore wind resource assessment is a challenge due to the scarcity of measurements at hub height...

... artificial intelligence subsea system pipeline pigging offshore pipeline constraint freespan input factor vehicle assessment application electrical industrial apparatus upstream oil & gas test location experiment test area validation offshore pilot doe methodology validate detection...

... modes since their selection is fully dependent on the number and location of the strain gauges in the hull. The method is also used to automatically derive an optimized strain gauges’ setup by looking at correlations between strain gauges’ measurements in numerical simulations. The method is validated...

... information – which can come from a multitude of sources – can be confusing and potentially misinformative if a rigorous methodology to systematize the information isn't applied. It was in this context that a surveillance methodology using data validation and reconciliation (DVR) was chosen to leverage...

... learned function is applied to adjust the upscaling for all other realizations, dismissing the simulation. For the evaluation of the method and the different objective functions, one scenario is selected for training, and three distinct others are used for validation. Application The proposed...

... To represent the turbine special events (and typical faults), such as start-up and shutdown events, multiple FAST inputs were adequately tuned through comparison with MVOW's provided data. Hydrodynamics for MVOW's model For each load iteration, the hydrodynamic model validation...

... resolution 2D and 3D CFD simulations. For primary validation of the model, output of cuttings mass exiting the wellbore is compared against measured mass from drilled cuttings waste (skips). Secondary validation is through comparison of simulated stand-pipe pressure, including the effect of modelled spatial...

... in the validation test coupon, which enabled the use of this stricter criteria for the analysis. Detailed procedures were established, and validation testing results were documented with photographs of detected flaws. Seeded flaw coupons were manufactured for validation of procedures and to train the various...

... for HPHT products and some requirements for validation testing. The methodology provides detail on the assessment of static structural and cyclic capacities but less detail on how to assess the functional and serviceability criteria for wellhead connectors. Similarly, API 17TR8 does not include...

...Validation with PL Production Logging Production logging is the measurement of fluid properties on a zone-by-zone basis which gives us information about amount and type of fluid flowing within and near the wellbore. A conventional production logging tool string usually includes spinners...