Internet of things for smart farming and frost intelligent control in greenhouses

A Castañeda-Miranda, VM Castaño-Meneses - Computers and Electronics …, 2020 - Elsevier
This paper is aimed at continuation of frost intelligent control from the smart farming
perspective that is proposed by Castañeda and Castaño (2017) through Internet of things …

Machine learning-based icing prediction on wind turbines

M Kreutz, A Ait-Alla, K Varasteh, S Oelker, A Greulich… - Procedia Cirp, 2019 - Elsevier
In cold regions like Northern Europe or Northern America, formation of ice on wind turbines
not only reduces the power output of the system, but also leads to wind turbine breakdowns …

An Artificial Neural Network-Based Approach for Real-Time Hybrid Wind–Solar Resource Assessment and Power Estimation

I Shafi, H Khan, MS Farooq, IT Diez, Y Miró, JC Galán… - Energies, 2023 - mdpi.com
The precise prediction of power estimates of wind–solar renewable energy sources
becomes challenging due to their intermittent nature and difference in intensity between day …

Alternative operational strategies for wind turbines in cold climates

DB Stoyanov, JD Nixon - Renewable energy, 2020 - Elsevier
Around a quarter of the global wind energy capacity is operating in cold climates, where ice
accretion can damage wind turbines, cause safety concerns and reduce power output. In …

In situ estimation of effective liquid water content on a wind turbine using a thermal based sensor

P Roberge, J Lemay, J Ruel, A Bégin-Drolet - Cold Regions Science and …, 2021 - Elsevier
To correctly assess the performance of wind turbine ice protection systems (IPS), a complete
overview of the meteorological conditions is needed. The same would prove helpful in the …

Validation of a numerical ice accretion model on a wind turbine with high-resolution field data

DP Montminy, P Roberge, J Lemay, J Ruel… - Cold Regions Science …, 2022 - Elsevier
With the increase of wind power capacity in cold climate, an improved understanding of the
effects of ice accretion on wind turbine blades would prove to be useful to better estimate the …

NREL 5 MW 风力机叶片外部翼型结冰模拟

杜静宇, 胡良权, 任鑫, 沈昕 - 太阳能学报, 2023 - epjournal.csee.org.cn
该文首先建立欧拉法水滴收集系数模型和风力机叶片翼型结冰模型, 并以NACA0012
翼型结冰算例验证该模型的有效性, 而后开展NREL 5 MW 风力机叶片外部翼型(NACA64618) …

Computational fluid dynamics analysis and field measurements on ice accretion on a cup anemometer support arm

MC Pedersen, H Sørensen, N Swytink-Binnema… - Applied Thermal …, 2018 - Elsevier
Ice growth on structures is a problem in cold climate regions. A method to model ice
accretion on the cross section of a cup-anemometer support arm is presented in this study …

Operational strategies for a large-scale horizontal-axis wind turbine during icing conditions

DB Stoyanov, H Sarlak, JD Nixon - Renewable Energy and Sustainable …, 2020 - Springer
The global wind energy capacity installed in mountainous and subarctic regions is predicted
to be 26% of the total 711.8 GW of cumulative power, which is expected to be installed by …

[PDF][PDF] Wind Turbine Operation in Icing Conditions

D Stoyanov - 2021 - pureportal.coventry.ac.uk
Wind turbine operation in icing conditions has been researched for the last 30 years
because of the impact of icing on both wind projects' profitability and financial viability for …