A review and recent developments in the optimal wind-turbine micro-siting problem

JS González, MB Payán, JMR Santos… - … and Sustainable Energy …, 2014 - Elsevier
This paper presents a review of the current state of the art solutions to the problem of wind
farm optimal design. The aim of this work is to present the problem by identifying the most …

Review on optimisation methods of wind farm array under three classical wind condition problems

F Azlan, JC Kurnia, BT Tan, MZ Ismadi - Renewable and Sustainable …, 2021 - Elsevier
The arrangement of wind turbines in clusters presents two noteworthy issues:(1) diminished
power generation brought about by wake wind speed deficits and (2) expanded unique …

Combined optimization for offshore wind turbine micro siting

P Hou, W Hu, M Soltani, C Chen, Z Chen - Applied energy, 2017 - Elsevier
In order to minimize the wake loss, wind turbines (WT) should be separated with large
intervening spaces. However, this will incur an increase in the capital expenditure on …

A system-level cost-of-energy wind farm layout optimization with landowner modeling

L Chen, E MacDonald - Energy Conversion and Management, 2014 - Elsevier
This work applies an enhanced levelized wind farm cost model, including landowner
remittance fees, to determine optimal turbine placements under three landowner …

Wind farm layout optimization with uncertain wind condition

Y Wen, M Song, J Wang - Energy Conversion and Management, 2022 - Elsevier
Due to the uncertainty of wind condition, the annual energy production (AEP) of a wind farm
during operation time is varying from year to year and is difficult to be estimated. A risk …

Risk management of wind farm micro-siting using an enhanced genetic algorithm with simulation optimization

PY Yin, TH Wu, PY Hsu - Renewable Energy, 2017 - Elsevier
Wind farm micro-siting is the decision problem for determining the optimal placement of wind
turbines in consideration of the wake effect. Existing micro-siting models seek to minimize …

A critical evaluation of deterministic methods in size optimisation of reliable and cost effective standalone hybrid renewable energy systems

A Maheri - Reliability Engineering & System Safety, 2014 - Elsevier
Reliability of a hybrid renewable energy system (HRES) strongly depends on various
uncertainties affecting the amount of power produced by the system. In the design of …

In search of flexible and robust wind farm layouts considering wind state uncertainty

P Mittal, K Mitra - Journal of Cleaner Production, 2020 - Elsevier
Variations in wind states are generally ignored while designing the wind farm layouts. As a
result, given the highly uncertain nature of wind the ability of the wind farms to produce …

Cluster-based wind turbine maintenance prioritization for a utility-scale wind farm

PA Adedeji, OO Olatunji, N Madushele… - Procedia Computer …, 2022 - Elsevier
At peak and off-peak periods of power generation, each wind turbine generator (WTG) on a
utility-scale wind farm receives different wind speeds due to their varying geospatial …

Optimizing wind farm layout by addressing energy-variance trade-off: A single-objective optimization approach

L Wang, MJ Zuo, J Xu, Y Zhou, AC Tan - Energy, 2019 - Elsevier
Wind farm layout optimization results depend on the optimization objectives, such as power
output and variance. This paper investigates an alternative strategy for wind farm layout …