An optimal control framework for dynamic induction control of wind farms and their interaction with the atmospheric boundary layer

DOI10.1098/rsta.2016.0100zbMath1404.76141OpenAlexW2579879068WikidataQ42147164 ScholiaQ42147164MaRDI QIDQ4560639

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Publication date: 12 December 2018

Published in: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1098/rsta.2016.0100

zbMATH Keywords

optimal controllarge-eddy simulationswind farms

Mathematics Subject Classification ID

Direct numerical and large eddy simulation of turbulence (76F65) Flow control and optimization for compressible fluids and gas dynamics (76N25)

Related Items

Modelling the induction, thrust and power of a yaw-misaligned actuator disk ⋮ A parallel-in-time multiple shooting algorithm for large-scale PDE-constrained optimal control problems ⋮ The characteristics of helically deflected wind turbine wakes ⋮ An SQP-based multiple shooting algorithm for large-scale PDE-constrained optimal control problems ⋮ Parallel-in-time multiple shooting for optimal control problems governed by the Navier-Stokes equations ⋮ Multigrid optimization for DNS-based optimal control in turbulent channel flows ⋮ Mechanisms of dynamic near-wake modulation of a utility-scale wind turbine ⋮ Analytical model of fully developed wind farms in conventionally neutral atmospheric boundary layers

Uses Software

• L-BFGS
• CUTEr
• LBFGS-B
• P3DFFT
• 2DECOMP
• CUTE

Cites Work

• On the limited memory BFGS method for large scale optimization
• On the efficiency of gradient based optimization algorithms for DNS-based optimal control in a turbulent channel flow
• Instantaneous control of backward-facing step flows
• Symmetry-preserving discretization of turbulent flow.
• DNS-based predictive control of turbulence: an optimal benchmark for feedback algorithms
• Constrained optimization of turbulent mixing-layer evolution
• P3DFFT: A Framework for Parallel Computations of Fourier Transforms in Three Dimensions
• Optimal control of energy extraction in wind-farm boundary layers
• Stochastic backscatter in large-eddy simulations of boundary layers
• CUTE
• Line search algorithms with guaranteed sufficient decrease
• A Limited Memory Algorithm for Bound Constrained Optimization
• Large eddy simulation study of fully developed wind-turbine array boundary layers
• Convergence Conditions for Ascent Methods
• Convergence Conditions for Ascent Methods. II: Some Corrections