A review of predictive techniques used to support decision making for maintenance operations of wind turbines

RK Pandit, D Astolfi, I Durazo Cardenas - Energies, 2023 - mdpi.com
The analysis of reliable studies helps to identify the credibility, scope, and limitations of
various techniques for condition monitoring of a wind turbine (WT) system's design and …

[HTML][HTML] Wind resource assessment and techno-economic analysis of wind energy and green hydrogen production in the Republic of Djibouti

OA Dabar, MO Awaleh, MM Waberi, ABI Adan - Energy reports, 2022 - Elsevier
The ever increasing energy demand of the Republic of Djibouti leads to the diversification of
energy sources. While a few studies have explored the prospects of green hydrogen …

[HTML][HTML] Offshore renewable energies: A review towards Floating Modular Energy Islands—Monitoring, Loads, Modelling and Control

E Marino, M Gkantou, A Malekjafarian, S Bali… - Ocean engineering, 2024 - Elsevier
Abstract Floating Modular Energy Islands (FMEIs) are modularized, interconnected floating
structures that function together to produce, store, possibly convert and transport renewable …

Condition monitoring of wind turbine systems by explainable artificial intelligence techniques

D Astolfi, F De Caro, A Vaccaro - Sensors, 2023 - mdpi.com
The performance evaluation of wind turbines operating in real-world environments typically
relies on analyzing the power curve, which shows the relationship between wind speed and …

Accounting for environmental conditions in data-driven wind turbine power models

R Pandit, D Infield, M Santos - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Continuous assessment of wind turbine performance is a key to maximising power
generation at a very low cost. A wind turbine power curve is a non-linear function between …

[HTML][HTML] Discussion of wind turbine performance based on SCADA data and multiple test case analysis

D Astolfi, R Pandit, L Terzi, A Lombardi - Energies, 2022 - mdpi.com
This work is devoted to the formulation of innovative SCADA-based methods for wind turbine
performance analysis and interpretation. The work is organized as an academia–industry …

Data-Driven wind turbine performance assessment and quantification using SCADA data and field measurements

Y Ding, S Barber, F Hammer - Frontiers in Energy Research, 2022 - frontiersin.org
Quantifying a wind turbine's holistic, system-level power production efficiency in its
commercial operating condition is one of the keys to reducing the levelized cost for energy of …

[HTML][HTML] Sequential data-driven long-term weather forecasting models' performance comparison for improving offshore operation and maintenance operations

R Pandit, D Astolfi, AM Tang, D Infield - Energies, 2022 - mdpi.com
Offshore wind turbines (OWTs), in comparison to onshore wind turbines, are gaining
popularity worldwide since they create a large amount of electrical power and have thus …

An evaluation method of health condition for wind turbine based on asymmetric proximity

H Zhang, B **u, D Jiang, G Zhuang… - Frontiers in Energy …, 2023 - frontiersin.org
The accurate condition assessment of wind turbines greatly influences the refined asset
management and maintenance scheduling of wind farms. To address the challenges of …

[HTML][HTML] Wind turbine performance decline with age

D Astolfi, R Pandit - Energies, 2022 - mdpi.com
Wind turbines, as any technical system, are expected to have an efficiency that declines in
time. Since wind turbines are complex machines subjected to non-stationary operation …