Detecting Anomalous Cell Behavior in Electrochemical Battery Testing Using Machine Learning
Machine‐learning‐based screening enables automated identification of anomalous battery cells from complementary electrochemical tests. A curated battery database supports configuration‐aware comparison of rate‐capability and impedance data. Supervised classification of rate‐test data achieves 90% accuracy, while CNN‐VAE‐based impedance analysis reaches
Minu Rose +7 more
wiley +1 more source
A review of the current and prospective technologies for nitrogen removal in LNG production
Global demand for Liquefied Natural Gas (LNG) continues to increase as energy consumption rises and lower carbon energy systems are pursued. However, many natural gas resources contain significant nitrogen (N₂) that must be removed to meet heating value ...
Amiza Surmi +5 more
doaj +1 more source
In MOCVD MoS2 memristors, a current compliance‐regulated Ag filament mechanism is revealed. The filament ruptures spontaneously during volatile switching, while subsequent growth proceeds vertically through the MoS2 layers and then laterally along the van der Waals gaps during nonvolatile switching.
Yuan Fa +19 more
wiley +1 more source
Simulation of shale oil flow patterns considering rock and fluid properties [PDF]
With the development of fractured horizontal well technology, shale oil exhibits great exploration and development potential. Compared with conventional oil and gas reservoirs, shale reservoirs are characterized by extremely low porosity and permeability,
LI Meng, WANG Wendong, SU Yuliang, ZHANG Jian, FAN Zhenning, LIANG Haining
doaj +1 more source
Greenhouse Gas Mitigation in a Carbon Constrained World: The Role of Carbon Capture and Storage [PDF]
In a carbon constrained world, at least four classes of greenhouse gas mitigation options are available: Energy efficiency, fuel switching, introduction of carbon dioxide capture and storage along with renewable generating technologies, and reductions in
Barbara Praetorius, Katja Schumacher
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Efficient and rapid screening of novel adsorbents for carbon capture in the UK IGSCC project [PDF]
Here we present the results of the rapid screening of novel adsorbents for CO capture. The materials were synthesized as part of the Innovative Gas Separations for Carbon Capture (IGSCC) project, a UK wide consortium which involves the University of ...
Lozinska, M.L. +20 more
core +1 more source
Advances in Sustainable and Wearable Textile Based Soft Robotics
This Review examines advances in wearable textile‐based soft robotics, focusing on sustainable materials, integrated sensing, and scalable actuation. It discusses manufacturing and system integration across healthcare, assistive robotics, prosthetics, and human–machine interfaces, and highlights key challenges in circular design, including life‐cycle ...
Zahir Abbas +6 more
wiley +1 more source
Aerosol emissions and mitigation of aqueous AMP/PZ solvent for postcombustion CO2 capture
Aerosol emissions from the CO2-capture process have a significant impact on both solvent depletion and environmental contamination. This work comprehensively investigated the emissions of AMP (2-amino-2-methyl-1propanol)/PZ (piperazine) from a bench ...
Lianbo Liu +4 more
doaj +1 more source
Structure‐Guided Dynamical Mechanics in Bioinspired Double Twisted Laminated Thin Films
This work explores a dynamic mechanistic study of crack propagation and puncture testing via real‐time monitoring of crack initiation, propagation, and termination through nature‐inspired single and double twisted architectures fabricated from cellulose nanocrystals.
Justin Brackenridge +4 more
wiley +1 more source
Carbon Capture; Transport and Storage in Europe: A Problematic Energy Bridge to Nowhere? [PDF]
This paper is a follow up of the SECURE-project, financed by the European Commission to study “Security of Energy Considering its Uncertainties, Risks and Economic Implications”.
Johannes Herold +2 more
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