Maintenance management based on machine learning and nonlinear features in wind turbines

AA Jiménez, L Zhang, CQG Muñoz, FPG Márquez - Renewable Energy, 2020 - Elsevier
… The classified results are used to identify WTB conditions or levels of damage severity [7,19,20].
SHM can reduce maintenance costs by preventing serious WTB failure, and can also …

A state-of-the-art survey of solid oxide fuel cell parameter identification: Modelling, methodology, and perspectives

B Yang, J Wang, M Zhang, H Shu, T Yu, X Zhang… - Energy Conversion and …, 2020 - Elsevier
… on an accurate identification of its unknown parameters. However… variants utilized in SOFC
parameter identification. Besides, … for novel parameter identification techniques development, …

State-based opportunistic maintenance with multifunctional maintenance windows

Z Zhang, L Yang - IEEE Transactions on Reliability, 2020 - ieeexplore.ieee.org
… been successfully employed in diverse complex maintenance optimization problems. For …
on some critical lifetime distributions and maintenance cost parameters. We first test the …

Intelligent maintenance systems and predictive manufacturing

J Lee, J Ni, J Singh, B Jiang… - Journal of …, 2020 - asmedigitalcollection.asme.org
maintenance operations. Intelligent prognostic and health management tools are imperative
to identify effective, reliable, and cost-saving maintenance … methods for maintenance in …

Photovoltaic model parameters identification using Northern Goshawk Optimization algorithm

MA El-Dabah, RA El-Sehiemy, HM Hasanien, B Saad - Energy, 2023 - Elsevier
… Furthermore, solar PV systems offer lower maintenance and operational expenses and the
… hybrid AC-DC grids, parameter identification of fuel cell, and diverse types of energy storage. …

Comprehensive overview of meta-heuristic algorithm applications on PV cell parameter identification

B Yang, J Wang, X Zhang, T Yu, W Yao, H Shu… - Energy Conversion and …, 2020 - Elsevier
… Accurate parameter identification is crucial for a precise PV cell modelling and analysis of …
which have been applied on PV cell parameter identification. Particularly, these algorithms are …

Pollinators contribute to the maintenance of flowering plant diversity

N Wei, RL Kaczorowski, G Arceo-Gómez, EM O'Neill… - Nature, 2021 - nature.com
Mechanisms that favour rare species are key to the maintenance of diverse communities 1 ,
2 – 3 . One of the most critical tasks for conservation of flowering plant biodiversity is to …

[HTML][HTML] PEM fuel cells model parameter identification based on a new improved fluid search optimization algorithm

Y Cao, X Kou, Y Wu, K Jermsittiparsert, A Yildizbasi - Energy Reports, 2020 - Elsevier
parameter identification of the PEMFCs. The method is based on an optimization algorithm
to guarantee the optimal values for the system parameters. Here, … for parameter identification. …

A new method for optimal parameters identification of a PEMFC using an improved version of Monarch Butterfly Optimization Algorithm

S Bao, A Ebadi, M Toughani, J Dalle… - International Journal of …, 2020 - Elsevier
In this paper, a circuit-based model of proton exchange membrane fuel cell (PEMFC) is
developed for optimal selection of the model parameters. The optimization is based on using an …

Analyzing the evolution and maintenance of ml models on hugging face

J Castaño, MF Silverio, X Franch, J Bogner - Proceedings of the 21st …, 2024 - dl.acm.org
… as high maintenance and 319,477 models as low maintenance (83.5% vs 16.4% respectively)
the classification underscores the diverse nature of model maintenance within the HF …