3 papers
Wind farm layout optimization using a novel machine learning approach
Mehrshad Gholami Anjiraki, Christian Santoni, Samin Shapourmiandouab +4
We present a novel approach to optimize wind farm layouts for maximum annual energy production (AEP). The optimization effort requires efficient wake models to predict the wake flo…
On the interaction of fish and marine hydrokinetic turbines: Insights gained through experimental and computational observations
Hossein Seyedzadeh, Mehrshad Gholami Anjiraki, Guglielmo Sonnino Sorisio +3
Tidal and riverine hydrokinetic turbines offer promising solutions for renewable energy generation in aquatic environments. However, their ecological impact, especially on fish beh…
Large eddy simulation of a utility-scale vertical-axis marine hydrokinetic turbine under live-bed conditions
Mehrshad Gholami Anjiraki, Mustafa Meriç Aksen, Jonathan Craig +2
We present a coupled large-eddy simulation (LES) and bed morphodynamics study to investigate the impact of sediment dynamics on the wake flow, wake recovery and power production of…