Fault Tolerant Control of Wind Turbine Using Robust Model Predictive Min-Max approach

Autor: Sami Othman, Mohamed Abdelmoula Benlahrache, Khaled Laib, Nida Sheibat-Othman

Publikováno v: IFAC-Papers
IFAC-PapersOnLine, Elsevier, 2017, 50 (1), pp.9902-9907. ⟨10.1016/j.ifacol.2017.08.1622⟩

International audience; Control and fault compensation in wind turbines represents a challenge due to the stochastic nature of the driving force of power generation in these systems, their inherent nonlinearity and high coupling between the control i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1c0fee79b861ebff661b68f2c19af9ba
https://doi.org/10.1016/j.ifacol.2017.08.1622

Fault tolerant control of wind turbine using Laguerre and Kautz MPC for compensation

Autor: Mohamed Abdelmoula Benlahrache, Nida Sheibat-Othman, Sami Othman

Publikováno v: 2016 European Control Conference (ECC)
2016 European Control Conference (ECC), Jun 2016, Aalborg, France. ⟨10.1109/ECC.2016.7810570⟩
ECC

In this paper fault tolerant control is performed to counterbalance actuators faults in wind turbines using model predictive control (MPC). Laguerre and Kautz MPC parameterizations are used in order to improve the numerical conditioning of the MPC op

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bb1865597b9f43736757c35b8645f183
https://hal.archives-ouvertes.fr/hal-01901787

Fault detection and isolation in wind turbines using support vector machines and observers

Autor: Peter Fogh Odgaard, Nida Sheibat-Othman, Mohamed Abdelmoula Benlahrache, Sami Othman

Publikováno v: Sheibat-Othman, N, Othman, S, Benlahrache, M & Odgaard, P F 2013, ' Fault detection and isolation in wind turbines using support vector machines and observers ', Proceedings of the American Control Conference, pp. 4459-4464 . < http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6580527&refinements%3D4280000137%26sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6579790%29 >
2013 American Control Conference (ACC)
2013 American Control Conference (ACC), Jun 2013, Washington, France. ⟨10.1109/ACC.2013.6580527⟩
The 2013 American Control Conference (ACC)
The 2013 American Control Conference (ACC), Jun 2013, Washington, United States
Scopus-Elsevier
ACC

In this work, the benchmark FAST that simulates a closed-loop three-bladed wind turbine is used for fault detection and isolation. Two methods were employed to isolate faults of different types at different locations: Support vector machines (SVM) an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1b6b890629916c172b9db747290615ec
https://vbn.aau.dk/da/publications/16a913ac-3c91-4898-8a09-8f85003ad85c