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Dive into the research topics where D. Zappalá is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Gearbox bearing crack growth prognostics and uncertainty quantification with physics-informed machine learning
De Florio, M., Appleby, G., Keller, J., Eftekhari Milani, A., Zappalá, D. & Sheng, S., 2026, In: Wind Energy Science. 11, 3, p. 737–752 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Infrared-based damage detection in thick composites via transfer learning on simulated and experimental data
Li, M., Leonetti, D., Zappalá, D. & Snijder, H. H., 2026, In: Composites Part B: Engineering. 309, 18 p., 113112.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
A hybrid Convolutional Autoencoder training algorithm for unsupervised bearing health indicator construction
Milani, A. E., Zappalá, D. & Watson, S. J., 2025, In: Engineering Applications of Artificial Intelligence. 139, 16 p., 109477.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile9 Link opens in a new tab Citations (Scopus)84 Downloads (Pure) -
Sensitivity of Drivetrain Condition Monitoring Signals to Wind Turbine Blade Damage
Watson, S. J., Pal, S. K., Zappalá, D. & Nejad, A. R., 2025, In: Journal of Physics: Conference Series. 3025, 1, 12 p., 012012.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile10 Downloads (Pure) -
Simulating run-to-failure SCADA time series to enhance wind turbine fault detection and prognosis
Eftekhari Milani, A., Zappalá, D., Castellani, F. & Watson, S. J., 2025, In: Wind Energy Science. 10, 11, p. 2563–2576 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)2 Downloads (Pure)
Activities
- 1 Talk or presentation at a workshop, seminar, course or other meeting
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Optimization of Wind Farm Maintenance: Reliability and Condition Monitoring
Zappalá, D. (Speaker)
8 Jul 2021Activity: Talk or presentation › Talk or presentation at a workshop, seminar, course or other meeting