Co-Design of Commercial Building HVAC using Bayesian Optimization

S Vasisht, A Bhattacharya, S Huang… - 2021 American …, 2021 - ieeexplore.ieee.org
Sequential approaches to system and control design produce sub-optimal solutions due to
unidirectional coupling between the system and control variables, ie, the system design …

Bayesian Optimisation of a Two‐Turbine Configuration Around a 2D Hill Using Large Eddy Simulations

C Jané‐Ippel, N Bempedelis, R Palacios… - Wind Energy, 2024 - Wiley Online Library
When planning a new wind farm, optimising the turbine layout to maximise power output is
crucial. Traditional approaches based on analytical wake models often fail in complex …

Semi-definite programming for power output control in a wind energy conversion system

Z Jin, F Li, X Ma, SM Djouadi - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
One of the key issues in wind energy is the control design of the wind energy conversion
system to achieve an expected performance under both the power system and mechanical …

[HTML][HTML] Automatic controller tuning using a zeroth-order optimization algorithm

DS Zalkind, E Dall'Anese, LY Pao - Wind Energy Science, 2020 - wes.copernicus.org
We develop an automated controller tuning procedure for wind turbines that uses the results
of nonlinear, aeroelastic simulations to arrive at an optimal solution. Using a zeroth-order …

Control co-design of wind turbines

LY Pao, M Pusch, DS Zalkind - Annual Review of Control …, 2024 - annualreviews.org
Wind energy is recognized worldwide as cost-effective and environmentally friendly, and it is
among the fastest-growing sources of electrical energy. To further decrease the cost of wind …

Optimization problem formulation framework with application to engineering systems

WA Crossley, S Luan, JT Allison… - Systems …, 2017 - Wiley Online Library
Engineering systems require considering technical, social, economic, and environmental
issues on a large and interconnected scale. Addressing engineering systems problems …

[HTML][HTML] Wake management in wind farms: An adaptive control approach

HS Dhiman, D Deb, V Muresan, VE Balas - Energies, 2019 - mdpi.com
Advanced wind measuring systems like Light Detection and Ranging (LiDAR) is useful for
wake management in wind farms. However, due to uncertainty in estimating the parameters …

Combined design and control optimization of stochastic dynamic systems

S Azad - 2020 - search.proquest.com
Optimization of dynamic engineering systems requires an integrated approach that accounts
for the coupling between embodiment design and control system design, simultaneously …

Model-based closed-loop wind farm control for power maximization using Bayesian optimization: a large eddy simulation study

BM Doekemeijer, DC Van Der Hoek… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
Modern wind farm control (WFC) methods in the literature typically rely on a surrogate model
of the farm dynamics that is computationally inexpensive to enable real-time computations …

Probabilistic surrogates for flow control using combined control strategies

CMJ Debusscher, T Göçmen… - Journal of Physics …, 2022 - iopscience.iop.org
Wind farm flow control (WFFC) is a promising technology for improving wind farm operation
and design. The presented study focuses on the combination of the two most prominent …