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Dynamic modelling of a small-scale hybrid concentrated solar-biomass trigeneration system for residential applications and comparison of operational strategies

As the operations of buildings account for 30% of global final energy consumption and 26% of global energy-related emissions, hybrid solar-biomass trigeneration systems offer a pathway to sustainable and decentralised energy solutions for residential applications. Therefore, in this study, the performance of an innovative micro-scale plant consisting of a 20 kWel/100 kWth Organic Rankine Cycle (ORC) system powered by a 440 m2 Linear Fresnel Reflectors solar field and a 130 kWth biomass boiler...

PARABOLIC FITTING OF ISOTONIC POWER-ANGLE CURVES TO EVALUATE MOTOR DEFICITS IN PATIENTS SUBMITTED TO ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION

Power-angle curves, describing the isotonic sub-maximal movement of the lower extremities, are better means to evaluate the effects of training protocols and to highlight functional differences between the legs. The aim of this work was to compare the morphology of power-angle curves of pathological subjects (PS) and healthy subjects (HS) and to evaluate the feasibility of this approach to discriminate between pathological and healthy legs. Isotonic evaluation with leg-extension machine was p...

Effect of the Rovatti Method® (Physiotherapeutic Scoliosis-Specific Exercises) in an Adolescent Patient with Idiopathic Scoliosis: A Case Report

Background and Clinical Significance: The study aims to investigate the application of the Rovatti Method® in improving Cobb angles, angle of trunk rotation (ATR), aesthetics, and quality of life in the conservative treatment of adolescent idiopathic scoliosis (AIS); Case Presentation: The case concerns the application of the Rovatti Method® in treating a 13-year-old girl with mild right thoracolumbar AIS. This method involves the use of elastic bands designed to guide and enhance propriocept...

Deltoid muscle activity in patients with reverse shoulder prosthesis at 2-year follow-up

Purpose: The reverse shoulder prosthesis (RSP) was developed to relieve pain and improve functional outcomes in patients with glenohumeral arthritis and deficiency of the rotator cuff. Even if clinical and functional outcomes regarding the use of the RSP were reported by literature, data concerning progressive deltoid adaptation to this non-anatomic implant are still missing. The purpose of our study was to correlate clinical and functional outcomes with deltoid fibers activity and muscle fat...

Region-aware Minimal Counterfactual Rules for Model-agnostic Explainable Classification

The increasing demand for transparency in machine learning has spurred the development of techniques that provide faithful explanations for complex black-box models. In this work, we introduce RaMiCo (Region Aware Minimal Counterfactual Rules), a model-agnostic method that extracts global counterfactual rules by mining instances from diverse regions of the input space. RaMiCo focuses on single-feature substitutions to generate minimal and region-aware rules that encapsulate the overall decisi...

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