Physics‐Informed Neural Networks for Battery Degradation Prediction Under Random Walk Operations
ABSTRACT This study addresses the challenge of predicting the state of health (SoH) and capacity degradation in Battery Energy Storage Systems (BESS) under highly variable conditions induced by frequent control adjustments. In environments where random walk behavior prevails due to stochastic control commands, conventional estimation methods often ...
Alaa Selim +3 more
wiley +1 more source
Multi-Frequency GPR Image Fusion Based on Convolutional Sparse Representation to Enhance Road Detection. [PDF]
Fang L, Yang F, Fang Y, Nie J.
europepmc +1 more source
Fully resorbable biosynthetic mesh composed of poly‐4‐hydroxybutyrate (P4HB), have been designed for incisional hernia (IH) repair, including in contaminated surgical fields. While existing studies have demonstrated its safety and efficacy in the short term, comprehensive long‐term data, particularly after complete mesh resorption, remain scarce ...
Rudolf van den Berg +23 more
wiley +1 more source
Neonatal brain age estimation from T2-weighted magnetic resonance images using shallow regression analysis. [PDF]
Taji SM +5 more
europepmc +1 more source
Research on Seafloor 3D Reconstruction Method Based on Sparse Measurement Points. [PDF]
Xiao E +6 more
europepmc +1 more source
Abstract The Internet of Things (IoT) in deploying robotic sprayers for pandemic‐associated disinfection and monitoring has garnered significant attention in recent research. The authors introduce a novel architectural framework designed to interconnect smart monitoring robotic devices within healthcare facilities using narrowband Internet of Things ...
Md Motaharul Islam +9 more
wiley +1 more source
Gaussian process regression with physics-guided pseudo-sample augmentation for wear prediction under sparse measurements in milling. [PDF]
Nguyen HP, Nguyen DT, Kim JM.
europepmc +1 more source
ABSTRACT Data from five rocket‐triggered lightning flashes are adopted to analyse the correlated transient response of buried cables and lightning channel radiations. These five flashes have the same termination point that is right above the buried cables and involve a total of 32 return strokes.
Mi Zhou +9 more
wiley +1 more source
Association of Serum Glucose/Potassium Ratio with Injury Severity and Transfusion Requirements in Traumatic Pelvic Fractures: A Retrospective Cohort Study. [PDF]
Sahin AA, Özbilen YE, Akalın Ç.
europepmc +1 more source
Machine learning-based Direct Normal Irradiance (DNI) forecasting using satellite data for Concentrated Solar Power (CSP) plants with Thermal Energy Storage (TES). [PDF]
Rathnayake N, Wijewardane S.
europepmc +1 more source

