Results 101 to 110 of about 247,108 (269)

A Robust Strategy for Energy Management in Local Energy Communities

Local energy communities enhance energy self- sufficiency and sustainability by promoting local renewable generation and consumption. However, variations in renewable power generation and consumption are inevitable. Using flexible resources is crucial for ensuring uninterrupted energy supply during interruptions, enhancing local sustainability, and ...
Khojasteh, Meysam, Faria, Pedro, Vale, Zita   +2 more
openaire   +1 more source

Microstructure Reconstruction in Battery Electrodes Using Machine Learning Based on Low‐Voltage Focused Ion Beam–Scanning Electron Microscopy Tomography Images

Advanced Engineering Materials, EarlyView.
Low‐voltage FIB‐SEM tomography combined with a image preprocessing pipeline improves phase contrast and enables reliable machine‐learning segmentation of conductive networks in lithium‐ion battery electrodes. Structural descriptors are extracted from segmented images, done semimanually and automated, and compared.
Lisa Beran, Vincent Nebel, Dominik Perius, Kshitij Kumar, Yannis Heim, Laura Bies, Tobias Kraus   +6 more
wiley   +1 more source

Energy Management Strategy of a Hybrid Power System Based on V2X Vehicle Speed Prediction. [PDF]

Sensors (Basel), 2021
Ye M, Chen J, Li X, Ma K, Liu Y.
europepmc   +1 more source

Machine Learning‐Supported Analysis for Predicting and Visualizing Nonlinear Relationships Between Material Properties in Electroplated Chromium Layers

Advanced Engineering Materials, EarlyView.
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer, Christopher Mai, Luca Eisentraut, Andreas Bund, Ricardo Buettner   +4 more
wiley   +1 more source

State-of-Charge-Based Energy Management Strategy for Hybrid Energy Storage System in DC Microgrid

IEEE Access
Integration of photovoltaic (PV) systems increases demand for DC microgrids (DCMGs). Stability of PV-based DCMG is enhanced by integrating battery storage into it.
Mrutunjaya Panda, Mukul Chankaya, Satyajit Mohanty, S. D. Sandeep   +3 more
doaj   +1 more source

A Predictive Energy Management Strategy for Multi-Energy Source Vehicles Based on Full-Factor Trip Information. [PDF]

Sensors (Basel), 2021
Yue F, Liu Q, Kong Y, Zhang J, Xu N.
europepmc   +1 more source

Microstructure, Thermal Transport, and Dry‐Sliding Tribology of Powder‐Metallurgy Al7075 Composites Reinforced With Sol–Gel‐Derived ZnO–rGO Hybrid Nanoparticles

Advanced Engineering Materials, EarlyView.
Sol–gel‐derived ZnO–rGO hybrid nanoparticles enable Al7075 powder‐metallurgy composites to achieve concurrent gains in hardness and thermal conductivity while markedly lowering friction and wear. The hybrid architecture couples ZnO‐based load support with rGO‐assisted lamellar sliding and heat spreading, revealing a promising route toward lightweight ...
Bunyamin Aksakal, Cevher Kursat Macit, Merve Ayık, Hakan Tutumlu   +3 more
wiley   +1 more source

New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design

Advanced Engineering Materials, EarlyView.
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare, Y. Beideler, D. Chune, R. De Guio, T. Roland, H. Chibane   +5 more
wiley   +1 more source

Additive Manufacturing of Alumina‐Reinforced Elastomers

Advanced Engineering Materials, EarlyView.
Vat‐photopolymerized elastomers reinforced with platelet‐shaped alumina exhibited preferential orientation, reduced porosity, and significantly enhanced mechanical performance. A 3 wt% platelet loading increased tensile strength from 12.4 to 45.7 MPa, highlighting the critical role of filler morphology in elastomeric VPP composites.
Majid Barzegar Keyvani, Zongwen Fu, Robert Göstl, Hamed Shokri, Carmine Putignano, Gianluca Percoco, Bilal Gökce   +6 more
wiley   +1 more source

Plug-and-Play Framework for Assessment of Renewable Energy Community Strategies

IEEE Access
Recent regulatory advancements by the European Union have positioned Renewable Energy Communities (RECs) at the forefront of energy policy discussions, reigniting significant interest and debate within the scientific community.
J. P. D. Faria, J. A. N. Pombo, S. J. P. S. Mariano, M. R. A. Calado   +3 more
doaj   +1 more source