Results 191 to 200 of about 1,024,785 (258)

Machine Learning Modeling of Drill Cuttings Transport Based on Computational Fluid Dynamics Simulation Data

Energy Science &Engineering, EarlyView.
Machine learning surrogates accurately predict drill cuttings transport from computational fluid dynamics data, with Reynolds number dominating system behavior. While tree‐based models excel in accuracy, Gaussian process regression provides physically consistent, smooth predictions essential for reliable drilling simulations.
Kathrin Skinder, Mostafa M. Abdelhafiz, Khizar Shahid, Gunther Brenner   +3 more
wiley   +1 more source

Wind-Aware Methane Sensor Architecture at a Gas Plant: CFD Analysis of Tree- and Infrastructure-Controlled Plume Pathways. [PDF]

ACS Omega
Sivagnanam M, Kannaiyan R, Gates ID.
europepmc   +1 more source

High Precision Prediction Model of Wind Speed for Underground Mine Tunnel by Using ASTF Net

Energy Science &Engineering, EarlyView.
This paper proposes an Adaptive Spectral‐Temporal Fusion Net (ASTF‐Net), which features a novel decomposition‐ensemble framework with adaptive feature fusion. This design deliberately balances spectral and temporal features and effectively boosts prediction accuracy in complex ventilation environments. ABSTRACT An Adaptive Spectral‐Temporal Fusion Net (
Ruo‐Qi Li, Yong‐Qiang Chai, Lian Shi, Fu‐Gang Wang, Mi Liu   +4 more
wiley   +1 more source

Numerical Simulation of Spatial Distribution Characteristics of Hazardous Gas Clouds from Leakage at a Hydrogen-Blended Natural Gas Distribution Station. [PDF]

ACS Omega
Wang D, Jin Z, Yu Q, Liang P.
europepmc   +1 more source

Securing Water in a Changing Climate: A Transient Solar Desalination Model for the Sundarbans, Bangladesh

Energy Science &Engineering, EarlyView.
This graphical abstract presents a solar‐powered reverse osmosis (RO) system for the Sundarbans, Bangladesh. Mechanistic modeling reveals a critical seasonal mismatch: during the monsoon, feed water salinity peaks (24.8 ppt) while solar irradiance drops significantly.
Debasish Sarker, Md Arifuzzaman, AKM Foysal Ahmed, Sayeed Rushd   +3 more
wiley   +1 more source

Eddy Covariance Theory: A Review. [PDF]

Glob Chang Biol
Wood JD, Gu L, Schreiner-McGraw AP.
europepmc   +1 more source

Battery Degradation Reduction in Flywheel–Battery Hybrid Energy Storage Using SSA‐Optimized Fuzzy‐PI Control

Energy Science &Engineering, EarlyView.
SSA‐optimized fuzzy‐PI control reduces battery stress in flywheel–battery hybrid energy storage systems by shifting transient power fluctuations to the flywheel. The strategy decreases ampere‐hour throughput by 46.1% and rainflow damage by 71% while maintaining stable DC‐bus regulation.
ZiFen Han, Xiping Ma, He Sheng, Qibin Zhu, Ke Wang, Chenyu Wu   +5 more
wiley   +1 more source

Climatic reach of small-scale turbulence in the ocean interior. [PDF]

Nat Commun
Cimoli L, Mashayek A, Naveira Garabato AC, Caulfield CP, Alford MH, Baker L, Cael BB, Fernández Castro B, de Lavergne C, Ellison E, Gebbie G, Gula J, Heimbach P, Lanham J, Le Boyer A, Oglethorpe K, Peltier WR, Pillar HR, Piotrowski AM, Purkey SG, Reynard N, Shuckburgh E, Siegert MJ, Silvano A, Skinner LC, Spingys CP, Talley LD, Taylor JR, Voet G, Williams RG, Wilson C, Wynne-Cattanach BL.   +31 more
europepmc   +1 more source

Spacing Effects in Guided Vertical‐Axis Wind Turbine Arrays for Highway Energy Harvesting Under Multi‐Vehicle Wake Conditions

Energy Science &Engineering, EarlyView.
Three‐turbine guided Savonius arrays installed along highway corridors extract up to 697 J under multi‐vehicle wake conditions when spaced 12 rotor diameters apart—68% more than compact arrangements. Guide vanes boost output by 80–120%, and interior turbines respond most strongly to spacing, governing overall array performance. ABSTRACT Highway‐induced
Aydin Ulus, Stefan Ilie Moldovan
wiley   +1 more source

Reinforcement learning increases wind farm power production by enabling closed-loop collaborative control. [PDF]

Commun Eng
Mole A, Weissenbacher M, Rigas G, Laizet S.   +3 more
europepmc   +1 more source