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Keywords: optimization
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Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-210841-MS
... at utilizing quantum borehole gravity sensing for CO2 movement monitoring and the optimization of CO2 storage. The AI framework outlined the considerable potential of quantum gravity sensing for CO2 storage monitoring and optimization. upstream oil & gas deep learning artificial intelligence...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-210805-MS
... algorithms—Linear Regression, Support Vector Machine (SVM), Analysis of Variance (ANOVA) and Gradient Boosting Machine (GBM) are used. The impact of three actual crude oil compositions with different GORs and CO2 contents is evaluated. The optimal operating pressure settings of CCS greatly minimize...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-210810-MS
.... The workflow also allows for the standardization of all procedures and the creation of an automated system that reduces human error and effort upstream oil & gas data mining optimization drilling operation procedure visualization portal application artificial intelligence platform unitized...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211028-MS
... Abstract Optimization of gas lift rates in an oil field with hundreds of wells is a complex challenge. Typically traditional control systems and operating strategies fail to optimize the problem due to this complexity. Typical gas lift optimization challenges in a field include the following...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211026-MS
... is to integrate the contextual and operational data of projects, assets, process and buildings. Within this framework, it encompasses digital solutions for visualization, virtualization, simulation, optimization and predictive analysis. More specifically, a process digital twin (PDT) encompasses solutions...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211050-MS
... Lift Optimization (GLO): The gas injection rate is optimized daily. The logic evaluates the well stability of the previous day, using the number of tubing head pressure spikes as an indicator. If the well tubing head pressure has gone beyond a certain number of erratic fluctuations, the well condition...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211061-MS
... engineering workflows including history matching. Illarionov et al. (2021) developed an end-to-end neural network-based approach to 3D reservoir simulation and history matching using standard gradient-based optimization algorithms. The authors used geological parameters of a 3D reservoir model as input...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211108-MS
... optimization. Compared to conventional practice, this innovative approach allows field development optimization to be based on statistics instead of numerical models. The application of geoengineering to completion means converting geology and reservoir understanding into a form that supports the well...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211103-MS
... optimization initiative supported by a significant digitization effort. Contrary to the standard industry practice of utilizing black-oil formulations to capture fluid behavior, a compositional modeling framework was selected to address some key challenges: Compositional variation at reservoir-level, either...
Proceedings Papers

Paper presented at the ADIPEC, October 31–November 3, 2022
Paper Number: SPE-211130-MS
... fractionation site and each site is having multiple trains. The APCs are implemented on train wise or unit wise but becomes very challenging when it is needed to address the complex optimization problem requiring horizontal and vertical integration of the individual APC controllers. Over the last few...

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