Power maximization of variable-speed variable-pitch wind turbines using passive adaptive neural fault tolerant control

Power maximization has always been a practical consideration in wind turbines. The question of how to address optimal power capture, especially when the system dynamics are nonlinear and the actuators are subject to unknown faults, is significant. This paper studies the control methodology for variable-speed variable-pitch wind turbines including the effects of uncertain nonlinear dynamics, system fault uncertainties, and unknown external disturbances. The nonlinear model of the wind turbine is presented, and the problem of maximizing extracted energy is formulated by designing the optimal desired states. With the known system, a model-based nonlinear controller is designed; then, to handle uncertainties, the unknown nonlinearities of the wind turbine are estimated by utilizing radial basis function neural networks. The adaptive neural fault tolerant control is designed passively to be robust on model uncertainties, disturbances including wind speed and model noises, and completely unknown actuator faults including generator torque and pitch actuator torque. The Lyapunov direct method is employed to prove that the closed-loop system is uniformly bounded. Simulation studies are performed to verify the effectiveness of the proposed method

Re-expression of DNA methylation-silenced CD44 gene in a resistant NB4 cell line: rescue of CD44-dependent cell death by cAMP.: Restoration of CD44-mediated cell death by cAMP

International audienceIn the acute promyelocytic leukemia cell line, NB4, activation of the CD44 receptor triggers apoptosis. This pathway does not operate in the retinoid-maturation-resistant NB4-LR1 subclone. In this work, we show that the CD44 gene is silenced in these cells. The molecular defect involves DNA methylation of cytosine phosphate guanine (CpG) island and underacetylation of histone H3 at CD44 promoter. The methylating inhibitor 5-aza-CdR and cyclic AMP (cAMP) reverse the CD44 gene silencing. Contrary to 5-aza-CdR, cAMP does not induce DNA demethylation or histone modification at the CD44 promoter, whereas an H3pS10/AcK14 dual modification is observed on a global level. cAMP also induces the expression of c-Jun transcription factor and its recruitment at the CD44 promoter. Chromatin immunoprecipitation assays further show the association of brahma (Brm), a subunit of SWI/SNF chromatin-remodelling complex involved in the crosstalk between transcription and RNA polymerase II (RNA Pol II) processing, as well as the binding of phosphorylated RNA Pol II to the proximal promoter region of CD44. Finally, our study reveals that cAMP re-establishes the CD44-mediated cell death signalling. We propose that one of the actions of cAMP in restoring normal cell phenotype of leukaemia cells may consist in a broad trans-reactivation of silenced genes, despite marked hypermethylation of their promoters, as illustrated here with CD44 re-expression

Contribution of 7 nicotinic receptor to airway epithelium dysfunction under nicotine exposure

International audienceLoss or dysfunction of the cystic fibrosis (CF) transmembrane conductance regulator (CFTR) leads to impairment of airway mucus transport and to chronic lung diseases resulting in progressive respiratory failure. Nicotinic acetylcholine receptors (nAChRs) bind nicotine and nicotine-derived nitrosamines and thus mediate many of the tobacco-related deleterious effects in the lung. Here we identify α7 nAChR as a key regulator of CFTR in the airways. The airway epithelium in α7 knockout mice is characterized by a higher transepithelial potential difference, an increase of amiloride-sensitive apical Na(+) absorption, a defective cAMP-dependent Cl(-) conductance, higher concentrations of Na(+), Cl(-), K(+), and Ca(2+) in secretions, and a decreased mucus transport, all relevant to a deficient CFTR activity. Moreover, prolonged nicotine exposure mimics the absence of α7 nAChR in mice or its inactivation in vitro in human airway epithelial cell cultures. The functional coupling of α7 nAChR to CFTR occurs through Ca(2+) entry and activation of adenylyl cyclases, protein kinase A, and PKC. α7 nAChR, CFTR, and adenylyl cyclase-1 are physically and functionally associated in a macromolecular complex within lipid rafts at the apical membrane of surface and glandular airway epithelium. This study establishes the potential role of α7 nAChR in the regulation of CFTR function and in the pathogenesis of smoking-related chronic lung diseases