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Keywords: evolutionary algorithm
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Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, February 27–March 1, 2024
Paper Number: OTC-34748-MS
...), Differential Evolutionary Algorithm (DE), Gray Wolf Algorithm (GWO), Whale Optimization Algorithm (WOA), and the Improved Sparrow Search Algorithm (ISSA) on eight benchmark test functions. The experimental results show that the improved Sparrow Search Algorithm (ISSA) is better than the other algorithms...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, February 27–March 1, 2024
Paper Number: OTC-34819-MS
... normalization algorithm evolutionary algorithm xgboost ssa-xgboost prediction sparrow search algorithm enhanced recovery hyperparameter particle swarm optimization algorithm coefficient doi artificial intelligence machine learning validation correlation deepwater carbonate reservoir...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, March 22–25, 2022
Paper Number: OTC-31466-MS
... of the heavy oil resource with steam flooding. machine learning sagd evolutionary algorithm optimization problem reservoir simulation thermal method artificial intelligence steam-assisted gravity drainage enhanced recovery complex reservoir frequency upstream oil & gas horizontal well...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, March 22–25, 2022
Paper Number: OTC-31680-MS
... optimization system yielded positive results, with many examples of increased ROP realized after following drilling parameter recommendations provided by the software. machine learning optimization problem artificial intelligence evolutionary algorithm neural network independent well rop estimation...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, November 2–6, 2020
Paper Number: OTC-30097-MS
... and 0.03918 respectively where the input data consisted of both drilling parameters and bit image features. machine learning data mining artificial intelligence rop prediction bit image feature linear regression evolutionary algorithm bit selection neural network upstream oil & gas...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, November 2–6, 2020
Paper Number: OTC-30458-MS
... using the optimisation algorithm based on GA can save considerable computational time and also less need for design experience. machine learning upstream oil & gas riser design optimisation optimization problem steel catenary riser design optimisation evolutionary algorithm objective...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, November 2–6, 2020
Paper Number: OTC-30438-MS
... and more abundant, and they replaced the model and re-optimized it. Oilfield applications showed that this technique has capability to predict oil performance in layered reservoir. evolutionary algorithm reservoir characterization enhanced recovery production control reservoir surveillance...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28401-MS
... method. reservoir simulation ahm optimization evolutionary algorithm misfit algorithm application history matching convergence realization control parameter particle swarm optimization parameterization permeability upstream oil & gas machine learning artificial intelligence pso...
Proceedings Papers

Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28429-MS
... with the statistical frequency distribution of recovery. The proposed methodology provides a practical means to assess uncertainty in history matching for deepwater fields. This method can also be used to project and risk management. history permeability evolutionary algorithm reservoir simulation...

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