Robust Low-Complexity WMMSE Precoding Under Imperfect CSI with Per-Antenna Power Constraints. [PDF]
Guo Z, Sen V, Deng H.
europepmc +1 more source
Research on Collaborative Estimation of SOC and SOH for Lithium‐Ion Batteries Based on BS‐SRCKF‐DEKF
This paper presents a novel method for jointly estimating the state of charge (SOC) and state of health (SOH) in lithium‐ion battery systems. A second‐order hysteresis RC model and the BS‐SRCKF‐DEKF algorithm are used to improve estimation accuracy. Simulation and experimental results verify the method′s robustness and superior performance.
Meijin Lin, Haokun Lin, Jiehua Tan
wiley +1 more source
Health-related quality of life among healthcare workers: a comparative analysis using regression, conditional tree and forests. [PDF]
Rezaei Chegini F +4 more
europepmc +1 more source
Predicting Parameters Affecting Building Energy Consumption Using Machine Learning Models
This framework integrates long‐term weather forecasting with building energy simulation to predict energy demand. The CNN–LSTM model achieved the highest accuracy (R2 ≈ 0.95), supporting smart HVAC control with ~ 15% energy savings. ABSTRACT The rapid growth of population and the construction industry have led to an increase in energy demand and an ...
Bassam Musheer Kareem +3 more
wiley +1 more source
Multiscale study of memory type simple ratio estimators in two stage sampling under exponentially weighted moving averages. [PDF]
Minhas KS, Semary HE, Jabeen R, Zaka A.
europepmc +1 more source
A novel cascade nanofluid‐based PV/T–TEG hybrid system (CS4) achieves 81.1% thermal and 18.75% exergy efficiency while cutting CO₂ emissions by 7.8 tons year⁻¹. The system delivers superior energy performance, economic savings, and environmental benefits, offering a sustainable pathway for next‐generation solar energy applications.
Abdelhak Lekbir +4 more
wiley +1 more source
Exploring the relationship between space weather conditions and power performance of EgyptSat-1 using machine learning. [PDF]
Elfiky D +5 more
europepmc +1 more source
Optimized Dual ANN Control Technique for Efficient Energy Management System (EMS) of Microgrid
Proposed methodology. ABSTRACT The escalating global energy demand necessitates a shift towards sustainable and environmentally friendly alternatives. While renewable energy sources like solar and wind energy offer promising solutions, their intermittent nature poses significant challenges for grid integration.
Bin Li +5 more
wiley +1 more source
Enhanced prediction and optimization of thin metal film optical properties using optimized ensemble learning models. [PDF]
Thomas K +4 more
europepmc +1 more source
Topological Radiomics in Predicting Mucosal Healing and Activity Score of Crohn's Disease Using Multi-Task Deep Learning. [PDF]
Tang K +8 more
europepmc +1 more source

