Machine learning boosts wind turbine efficiency with smart failure detection and strategic placement.

The research study objective seeks to improve the efficiency of wind turbines using state-of-the-art techniques in the domain of ML, making wind energy the key player in fashioning a favorable future. Wind Turbine Health Monitoring (WTHM) is typically achieved through either vibration analysis or by using Supervisory Control and Data Acquisition (SCADA) data of wind turbines, wherein conventional fault pattern identification is a time-consuming, guesswork process. This work proposed an intelligent automated approach to early fault detection through the implementation of the HARO (Huber Adam Regression Optimizer) model, which combines Transformer networks with Lasso Regression and the Adam optimizer.

Letter to the Editor: In Response to the Retraction Notice of an Article.

Kannan S. Letter to the Editor: In Response to the Retraction Notice of an Article. Indian J Crit Care Med 2024;28(12):1184.

Sleep disorders in functional neurological disorder - a systematic review and meta-analysis.

Introduction: Functional neurological disorders (FND) are conditions marked by disruptions in brain network function without structural abnormalities. Sleep disturbances, though under-researched, are commonly observed in FND patients and may worsen symptoms and overall health.

Methods: This systematic review had been registered prospectively in PROSPERO with the registration number: CRD42023446306.

Stilbene-based fluorescent chemosensor for selective detection of cyanide ion in DMSO medium and its application in cell-imaging, fingerprint, and food sample analysis.

We designed a new cyanide sensing probe by one-step synthesis and evaluated it using UV-vis and fluorescent techniques. The active moiety of (Z)-3-(4-(methylthio) phenyl)-2-(4-nitrophenyl) acrylonitrile (NCS) demonstrated fluorescence. The probe NCS showed turn-off fluorescence in the presence of cyanide (CN¯), which has a higher selectivity and sensitivity than other anions.