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Proceedings Papers

Designing Subsea Processing Systems Using a Hybrid Genetic Algorithm

Leonardo Sales, Johannes Jäschke, Milan Stanko
Proc. ASME. OMAE2022, Volume 1: Offshore Technology, V001T01A008, June 5–10, 2022
Paper No: OMAE2022-78647
DOI: https://doi.org/10.1115/OMAE2022-78647
View Paper titled, Designing Subsea Processing Systems Using a Hybrid Genetic Algorithm
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Topics: Design, Genetic algorithms, Manufacturing systems, Ocean engineering
Proceedings Papers

Genetic Algorithms Applied to the Concept of Risk Based Inspection (RBI): Optimization of Inspection Plans

Carlos Henrique Bittencourt Morais, Elcio Abrahão, Marcos Coelho Maturana, Marcelo Ramos Martins, André Luis Debiaso Rossi, Adriana Miralles Schleder, Fernanda Marques de Moura, Leonardo Oliveira de Barros, Rene Thiago Capelari Orlowski
Proc. ASME. OMAE2022, Volume 2: Structures, Safety, and Reliability, V002T02A061, June 5–10, 2022
Paper No: OMAE2022-78612
DOI: https://doi.org/10.1115/OMAE2022-78612
View Paper titled, Genetic Algorithms Applied to the Concept of Risk Based Inspection (RBI): Optimization of Inspection Plans
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Topics: Genetic algorithms, Inspection, Ocean engineering, Optimization, Risk-based inspection
Proceedings Papers

Weight Optimisation of Steel Catenary Riser Using Genetic Algorithm and Finite Element Analysis

Joshua T. Abam, Yongchang Pu, Zhiqiang Hu
Proc. ASME. OMAE2022, Volume 3: Materials Technology; Pipelines, Risers, and Subsea Systems, V003T04A032, June 5–10, 2022
Paper No: OMAE2022-79084
DOI: https://doi.org/10.1115/OMAE2022-79084
View Paper titled, Weight Optimisation of Steel Catenary Riser Using Genetic Algorithm and Finite Element Analysis
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Topics: Fatigue, Finite element analysis, Genetic algorithms, Optimization, Steel catenary risers, Weight (Mass)
Proceedings Papers

Application of Artificial Intelligence for VIV Strake Optimization of Steel Lazy Wave Risers

Mayank Lal, Abhilash Sebastian, Yashpal Rana
Proc. ASME. OMAE2022, Volume 3: Materials Technology; Pipelines, Risers, and Subsea Systems, V003T04A035, June 5–10, 2022
Paper No: OMAE2022-80480
DOI: https://doi.org/10.1115/OMAE2022-80480
View Paper titled, Application of Artificial Intelligence for VIV Strake Optimization of Steel Lazy Wave Risers
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Topics: Artificial intelligence, Genetic algorithms, Optimization, Pipeline risers, Risers (Casting), Steel, Vortex-induced vibration, Waves
Proceedings Papers

Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles Avoidance

Jie Cao, Samiul Ehsan Chowdhury, Tomasz Wiktorski, Dan Sui
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A007, June 5–10, 2022
Paper No: OMAE2022-78427
DOI: https://doi.org/10.1115/OMAE2022-78427
View Paper titled, Well Path Design Using Q-Learning Algorithms and Bezier Curves With Obstacles Avoidance
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Topics: Algorithms, Design, Drilling, Optimization, Reinforcement learning, Trajectories (Physics), Collisions (Physics), Engineers, Dynamic light scattering, Dynamic programming
Proceedings Papers

A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic Algorithm

Oney Erge, Murat Ozbayoglu, Evren Ozbayoglu
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A012, June 5–10, 2022
Paper No: OMAE2022-79623
DOI: https://doi.org/10.1115/OMAE2022-79623
View Paper titled, A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic Algorithm
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Topics: Drilling, Genetic algorithms, Optimization
Proceedings Papers

Global Optimization Workflow for Offshore Drilling Rate of Penetration With Dynamic Drilling Log Data

Jie Cao, Hui Ren, Dan Sui
Proc. ASME. OMAE2022, Volume 10: Petroleum Technology, V010T11A013, June 5–10, 2022
Paper No: OMAE2022-79747
DOI: https://doi.org/10.1115/OMAE2022-79747
View Paper titled, Global Optimization Workflow for Offshore Drilling Rate of Penetration With Dynamic Drilling Log Data
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Topics: Drilling, Optimization, Underwater drilling, Workflow, Design, Machine learning, Artificial neural networks, Fluid dynamics, Genetic algorithms, String
Proceedings Papers

Optimization of a Torus-Shaped Wave Energy Converter Attached to a Hinged Arm

Mojtaba Kamarlouei, Thiago S. Hallak, Jose F. Gaspar, Miguel Calvário, C. Guedes Soares
Proc. ASME. OMAE2021, Volume 9: Ocean Renewable Energy, V009T09A014, June 21–30, 2021
Paper No: OMAE2021-63729
DOI: https://doi.org/10.1115/OMAE2021-63729
View Paper titled, Optimization of a Torus-Shaped Wave Energy Converter Attached to a Hinged Arm
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Topics: Genetic algorithms, Optimization, Wave energy converters
Proceedings Papers

RMS Control of Response of Jacket Structure Using Tuned Liquid Column Ball Gas Damper Under Random Ocean Waves

Satheesh Jothinathan, Deepak Kumar
Proc. ASME. OMAE2021, Volume 2: Structures, Safety, and Reliability, V002T02A017, June 21–30, 2021
Paper No: OMAE2021-62740
DOI: https://doi.org/10.1115/OMAE2021-62740
View Paper titled, RMS Control of Response of Jacket Structure Using Tuned Liquid Column Ball Gas Damper Under Random Ocean Waves
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Topics: Dampers, Ocean waves, Filters, Genetic algorithms, Degrees of freedom, Differential equations, Dynamic response, Excitation, Fatigue life, Lyapunov methods
Proceedings Papers

The Optimization Design of the Cross-Sectional Layout of an Umbilical Based on the Hybrid Genetic Algorithm

Xu Yin, Zhixun Yang, Dongyan Shi, Jun Yan, Lifu Wang, Qingzhen Lu, Geng Tian
Proc. ASME. OMAE2021, Volume 4: Pipelines, Risers, and Subsea Systems, V004T04A010, June 21–30, 2021
Paper No: OMAE2021-63384
DOI: https://doi.org/10.1115/OMAE2021-63384
View Paper titled, The Optimization Design of the Cross-Sectional Layout of an Umbilical Based on the Hybrid Genetic Algorithm
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Topics: Design, Genetic algorithms, Optimization
Proceedings Papers

Steel Lazy Wave Riser Optimization Using Artificial Neural Networks and Genetic Algorithm

Mayank Lal, Abhilash Sebastian, Yashpal Rana
Proc. ASME. OMAE2021, Volume 4: Pipelines, Risers, and Subsea Systems, V004T04A034, June 21–30, 2021
Paper No: OMAE2021-61600
DOI: https://doi.org/10.1115/OMAE2021-61600
View Paper titled, Steel Lazy Wave Riser Optimization Using Artificial Neural Networks and Genetic Algorithm
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Topics: Artificial neural networks, Genetic algorithms, Optimization, Pipeline risers, Risers (Casting), Steel, Waves
Proceedings Papers

Research on Fixed Route Speed Optimization Based on Deep Neural Network and Genetic Algorithm

Ziming Wang, Shunhuai Chen, Liang Luo
Proc. ASME. OMAE2020, Volume 1: Offshore Technology, V001T01A004, August 3–7, 2020
Paper No: OMAE2020-18442
DOI: https://doi.org/10.1115/OMAE2020-18442
View Paper titled, Research on Fixed Route Speed Optimization Based on Deep Neural Network and Genetic Algorithm
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Topics: Artificial neural networks, Genetic algorithms, Optimization, Ships
Proceedings Papers

Genetic Optimization of Shape and Control of Non-Linear Wave Energy Converters

Jiajun Song, Ossama Abdelkhalik, Shangyan Zou
Proc. ASME. OMAE2020, Volume 9: Ocean Renewable Energy, V009T09A036, August 3–7, 2020
Paper No: OMAE2020-19156
DOI: https://doi.org/10.1115/OMAE2020-19156
View Paper titled, Genetic Optimization of Shape and Control of Non-Linear Wave Energy Converters
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Topics: Nonlinear waves, Optimization, Power converters, Shapes, Buoys, Control equipment, Damping, Design, Energy harvesting, Excitation
Proceedings Papers

Steel Lazy Wave Riser Optimization Using Artificial Intelligence Tool

Mayank Lal, Abhilash Sebastian, Feng Wang, Xiaohua Lu
Proc. ASME. OMAE2020, Volume 4: Pipelines, Risers, and Subsea Systems, V004T04A063, August 3–7, 2020
Paper No: OMAE2020-19308
DOI: https://doi.org/10.1115/OMAE2020-19308
View Paper titled, Steel Lazy Wave Riser Optimization Using Artificial Intelligence Tool
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Topics: Artificial intelligence, Optimization, Pipeline risers, Risers (Casting), Steel, Waves, Buoyancy, Fatigue, Design, Genetic algorithms
Proceedings Papers

Research on Intelligent Loading of Bulk Carriers

Sheng Fang, Shunhuai Chen
Proc. ASME. OMAE2020, Volume 6A: Ocean Engineering, V06AT06A054, August 3–7, 2020
Paper No: OMAE2020-18209
DOI: https://doi.org/10.1115/OMAE2020-18209
View Paper titled, Research on Intelligent Loading of Bulk Carriers
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Topics: Algorithms, Computer technology, Genetic algorithms, Optimization, Safety, Shipbuilding, Ships, Stability, Transportation systems
Proceedings Papers

Application of Experimental Design on Small Surface Boat for Resistance and Payload Study

Chun-Cheng Lin, Yu-Chi Hsaio
Proc. ASME. OMAE2020, Volume 1: Offshore Technology, V001T01A018, August 3–7, 2020
Paper No: OMAE2020-18124
DOI: https://doi.org/10.1115/OMAE2020-18124
View Paper titled, Application of Experimental Design on Small Surface Boat for Resistance and Payload Study
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Topics: Artificial neural networks, Boats, Data collection, Defense industry, Design, Dimensions, Experimental design, Genetic algorithms, Naval architecture, Navigation
Proceedings Papers

Effects of Euler Angles of Vertical Cambered Otter Board on Hydrodynamics Based on Response Surface Methodology and MOGA

Gang Wang, Rong Wan, Liuyi Huang, Fenfang Zhao, Xinxin Wang, Wenbin Zhu, Lei Wang, Qingchang Xu, Yuyan Li
Proc. ASME. OMAE2019, Volume 9: Rodney Eatock Taylor Honoring Symposium on Marine and Offshore Hydrodynamics; Takeshi Kinoshita Honoring Symposium on Offshore Technology, V009T13A034, June 9–14, 2019
Paper No: OMAE2019-95308
DOI: https://doi.org/10.1115/OMAE2019-95308
View Paper titled, Effects of Euler Angles of Vertical Cambered Otter Board on Hydrodynamics Based on Response Surface Methodology and MOGA
Click here to open pdf in another window PDF for Effects of Euler Angles of Vertical Cambered Otter Board on Hydrodynamics Based on Response Surface Methodology and MOGA
Topics: Computer simulation, Hydrodynamics, Response surface methodology, Drag (Fluid dynamics), Pressure, Genetic algorithms, Wind tunnels
Proceedings Papers

Optimization of a Horizontal Axis Tidal Current Turbine by Multi-Objective Optimization

Takumi Nagataki, Ko Kurokawa, Reiko Yamada, Daisaku Sakaguchi, Yusaku Kyozuka
Proc. ASME. OMAE2019, Volume 9: Rodney Eatock Taylor Honoring Symposium on Marine and Offshore Hydrodynamics; Takeshi Kinoshita Honoring Symposium on Offshore Technology, V009T13A023, June 9–14, 2019
Paper No: OMAE2019-95829
DOI: https://doi.org/10.1115/OMAE2019-95829
View Paper titled, Optimization of a Horizontal Axis Tidal Current Turbine by Multi-Objective Optimization
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Topics: Optimization, Pareto optimization, Tides, Turbines, Design, Diffusers, Blades, Computational fluid dynamics, Artificial neural networks, Flow separation
Proceedings Papers

Geometrical Optimization of U-Oscillating Water Columns in Random Waves

Andrea Scialò, Giovanni Malara, Felice Arena
Proc. ASME. OMAE2019, Volume 10: Ocean Renewable Energy, V010T09A038, June 9–14, 2019
Paper No: OMAE2019-95973
DOI: https://doi.org/10.1115/OMAE2019-95973
View Paper titled, Geometrical Optimization of U-Oscillating Water Columns in Random Waves
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Topics: Optimization, Water, Waves, Design, Seas, Climate, Dynamics (Mechanics), Genetic algorithms, Differential equations, Turbines
Proceedings Papers

Shape Optimization of a Submerged Pressure Differential Wave Energy Converter for Load Reductions

Michael Kelly, Mohammad-Reza Alam
Proc. ASME. OMAE2019, Volume 10: Ocean Renewable Energy, V010T09A030, June 9–14, 2019
Paper No: OMAE2019-96390
DOI: https://doi.org/10.1115/OMAE2019-96390
View Paper titled, Shape Optimization of a Submerged Pressure Differential Wave Energy Converter for Load Reductions
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Topics: Pressure, Shape optimization, Stress, Wave energy converters, Damage, Geometry, Seas, Elongation, Excitation, Genetic algorithms