System identification and fault reconstruction in solar plants via extended Kalman filter-based training of recurrent neural networks.

This article proposes using the extended Kalman filter (EKF) for recurrent neural network (RNN) training and fault estimation within a parabolic-trough solar plant. The initial step involves employing an RNN to model the system. Given the challenge of fault discernibility in the collectors, parallel EKFs are employed to reconstruct the parameters of the faults.

Translation and Validation of the Spanish Version of the Banff Patellofemoral Instability Instrument 2.0.

Background: The Banff Patellofemoral Instability Instrument (BPII) 2.0 is a patient-reported outcome measure (PROM) tailored specifically for patellofemoral instability. The BPII 2.

Mechanoelectric sensitivity reveals destructive quantum interference in single-molecule junctions.

Quantum interference plays an important role in charge transport through single-molecule junctions, even at room temperature. Of special interest is the measurement of the destructive quantum interference dip itself. Such measurements are especially demanding when performed in a continuous mode of operation.

Treatment of a compartment syndrome in the leg in an elderly patient with acquired hemophilia type A: A case report.

Introduction: Acquired hemophilia type A is a rare autoimmune disease characterized by bleeding episodes ranging from mild to severe, leading to significant morbidity and mortality. One of the various presentations is compartment syndrome secondary to a spontaneous hematoma.

Case Presentation: A 95-year-old woman arrived at the emergency department with a one-week history of progressive pain in the right leg, without a previous history of trauma.

Socioeconomic Status and Rate of Poverty in Overweight and Obesity among Spanish Children and Adolescents.

Background: This study aimed to analyze the relationship between socioeconomic status (SES), poverty rate, and the prevalence of overweight/obesity or obesity in children and adolescents aged 2-14.

Methods: Parents or guardians reported the weight and height of participants, used to calculate body mass index (BMI) and BMI z-scores according to the International Obesity Task Force standards. Participants were categorized into "overweight/obesity" and "no overweight/obesity" and further into "obesity" and "no obesity".