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Battery & Energy

Explore next-generation batteries, electrolytes, hydrogen, solar, and energy-transition research.

Nature

All-solid-state Li–S batteries with fast solid–solid sulfur reaction

The study demonstrates a solid electrolyte that enhances both ion transport and reaction in all-solid-state Li–S batteries, improving their performance.

Published 2025.01.15View evidence and readiness →
Nature Energy

Five-volt-class high-capacity all-solid-state lithium batteries

The study presents a high-capacity all-solid-state lithium battery that operates at voltages above 5 volts using a fluoride solid electrolyte protective layer.

Published 2025.09.15View evidence and readiness →
Nature

A room temperature rechargeable all-solid-state hydride ion battery

The study demonstrates a rechargeable all-solid-state hydride ion battery that operates at room temperature.

Published 2025.09.17View evidence and readiness →
Scientific Reports

Performance analysis of hybrid photovoltaic–wind–biomass–battery system for an area in the Western Desert of Egypt

This study evaluates the economic viability of a hybrid energy system combining solar, wind, biomass, and battery storage for an agricultural area in the Western Desert of Egypt using HOMER Pro software.

Published 2026-10-06View evidence and readiness →
Nature Communications

Water-oil interfacial kinetics control enables water-based organic solar cells with 12.59% certified efficiency

This study demonstrates a method to control the structure of organic semiconductor nanoparticles using interfacial tension, leading to more efficient water-based organic solar cells.

Published 2026-10-06View evidence and readiness →
Frontiers in Mechanical Engineering

Vibration–current multimodal fusion for within-batch recognition of predefined component faults of a high-pressure abrasive waterjet machine tool

This study presents a vibration–current multimodal fusion framework for recognizing normal operation and five predefined component faults in high-pressure abrasive waterjet machine tools.

Published 2026-10-05View evidence and readiness →
ACS electrochemistry.

Investigation of the SMSI Effect on Hydrogen Oxidation Selectivity by Rotating Disk and Floating Gold Electrodes

This study investigates the effect of strong metal–support interaction (SMSI) on the selectivity of hydrogen oxidation using Pt/TiO2 catalysts and advanced electrochemical techniques.

Published 2026-10-05View evidence and readiness →
Solar Energy

Dynamic and techno-economic assessment of solar-assisted biomass gasification for continuous hydrogen production

This study proposes a solar/autothermal hybrid gasification strategy that adjusts gasifying-agent ratios based on solar input to enhance hydrogen production efficiency through thermodynamic optimization.

Published 2026-10-05View evidence and readiness →
Scientific Reports

A high-efficiency non-isolated bidirectional converter for power exchange between PV array and battery

This paper presents a high-efficiency non-isolated bidirectional DC-DC converter for power exchange between a photovoltaic array and a battery, featuring an asymmetric voltage conversion ratio and synchronous rectification to improve efficiency.

Published 2026-10-04View evidence and readiness →
The Dyke

Lithium Diplomacy and Economic Security: Zimbabwe’s Critical Minerals Strategy in the Global Energy Transition

This paper examines Zimbabwe's lithium strategy as a form of critical minerals diplomacy, analyzing how the country is repositioning itself in global energy transitions through regulatory changes and economic security measures.

Published 2026-10-03View evidence and readiness →
Scientific Reports

Physics-grounded machine learning for inverse design of TiO2/CuInGaS2/rGO–CuxS quantum-dot solar cells using surrogate modeling and SCAPS-based validation

This study presents a physics-informed machine learning framework for the inverse design of TiO2/CuInGaS2/rGO–CuxS quantum-dot solar cells, validated through SCAPS-1D simulations.

Published 2026-10-03View evidence and readiness →
Frontiers in Energy Research

Voltage support strength-constrained transmission network expansion planning for renewable-integrated grids via deep reinforcement learning

This study proposes a deep reinforcement learning-based approach for transmission network expansion planning that explicitly incorporates voltage support strength constraints to ensure grid stability with high renewable energy integration.

Published 2026-10-01View evidence and readiness →
Applied Thermal Engineering

Low-energy adaptive model predictive control of integrated EV thermal management system

This paper presents an integrated thermal management strategy for electric vehicles using a novel eight-way valve architecture and adaptive model predictive control to enhance energy efficiency and temperature regulation.

Published 2026-10-01View evidence and readiness →
npj Energy Materials

Gel polymer electrolytes bridging safety and high energy density in advanced lithium batteries

This study explores how gel polymer electrolytes enhance lithium battery safety and energy density through mechanisms like interphase regulation and controlled ion transport.

Published 2026-10-01View evidence and readiness →
Nature Reviews Clean Technology

Machine learning for organic solar cell performance

A machine-learning framework is developed to predict the efficiency and stability of organic solar cell blends using optical signatures from absorption spectra.

Published 2026-10-01View evidence and readiness →
Advanced Energy Materials

Bulk/Surface Coengineering in Layered Oxides via Selective Niobium Doping to Enable Durable High‐Energy Sodium‐Ion Pouch Cells

This study demonstrates a selective niobium doping strategy to enhance the durability and performance of layered oxide cathodes in sodium-ion batteries by simultaneously engineering their bulk and surface properties.

Published 2026-09-30View evidence and readiness →
Nature Communications

Ligand engineering enables an alkaline iron-chromium redox flow battery

The study presents a new alkaline iron-chromium redox flow battery using a chelating ligand to improve redox kinetics and suppress hydrogen evolution.

Published 2026-09-30View evidence and readiness →
Nature Communications

Stress homogenization enabled by a layered composite electrolyte for high-performance all-solid-state lithium metal batteries

A layered composite electrolyte is developed to enhance ionic conductivity and manage stress for stable lithium plating/stripping in all-solid-state batteries.

Published 2026-09-30View evidence and readiness →
ACS Applied Materials & Interfaces

Mitigating Chemomechanical Degradation in All-Solid-State Batteries via Combined Porous Silicon and Hard-Carbon Architectures

The study introduces a structurally engineered anode with a porous silicon core and hard-carbon layer to mitigate chemomechanical degradation in all-solid-state batteries.

Published 2026-09-29View evidence and readiness →
npj Clean Energy

Costs and parameters of BEV electrification: a comprehensive review of battery system innovations, vehicle-level integration, and energy system synergies

This review examines the cost and performance parameters of BEV electrification, covering battery system innovations, vehicle-level integration, and energy system synergies.

Published 2026-09-29View evidence and readiness →
Small

A Flooding‐Resistant Fluorinated Methacrylate Polymer for Enhanced CO 2 Electroreduction to Ethylene

This study introduces a fluorinated methacrylate polymer as a hydrophobic binder to prevent flooding in CO 2 electroreduction catalyst layers, improving CO 2 transport and reducing water accessibility.

Published 2026-09-26View evidence and readiness →
ACS Energy Letters

Phosphoric Acid Cross-linking Regulates Closed Pores for Scalable Hard Carbon Anodes

This study introduces a phosphoric acid cross-linking method to control closed pores in starch-derived hard carbon, improving its performance as an anode in sodium-ion batteries.

Published 2026-09-26View evidence and readiness →
Nature Communications

Enhancing cycling stability by promoting high-voltage structural reversibility in high-nickel positive electrode materials

This study demonstrates that nanorod high-nickel materials exhibit high-voltage cycling stability due to enhanced structural reversibility in their bulk structure.

Published 2026-09-26View evidence and readiness →
Scientific Reports

A new fluidic MEMS-based mercury ion sensor for water sources

This study presents a new fluidic MEMS-based mercury ion sensor that uses a gold layer and digital microfluidics for accurate detection of mercury ions in water.

Published 2026-09-26View evidence and readiness →
Scientific Reports

Design and implementation of FLC and SVSC techniques for MPPT battery charging and dual-leg DC–AC conversion in hybrid electric power systems

This study proposes a single-stage hybrid electric power system using fuzzy logic and sliding variable structure controllers for efficient battery charging and DC–AC conversion.

Published 2026-09-26View evidence and readiness →
Scientific Reports

Improving frequency stability in islanded urban microgrids by improved cascaded controller (1+PD-3DOF-FOPID) mobile EV energy storage

This paper presents a 1 + PD-3DOF-FOPID cascaded controller for load frequency control in islanded urban microgrids to improve frequency stability.

Published 2026-09-26View evidence and readiness →
Scientific Reports

Attention-SAC: a DRL approach for optimal operation of new-type power systems

This paper proposes Attention-SAC, an enhanced Soft Actor-Critic method with a feature-wise attention mechanism, to address the challenges of optimal operation in new-type power systems under complex nonlinear conditions.

Published 2026-09-25View evidence and readiness →
Scientific Reports

Electrochemical insights into the performance of a BC/MXene/PPy bio-anode in microbial fuel cells: a comparative study of copper and carbon felt cathodes

This study investigates the electrochemical performance of a BC/MXene/PPy bio-nanocomposite anode in microbial fuel cells, demonstrating significant improvements in capacitance and reduced charge transfer resistance when compared to conventional anodes.

Published 2026-09-25View evidence and readiness →
Frontiers in Energy Research

Two-stage stochastic optimization for planning and operation of multiple types of mobile energy resources in distribution networks

This paper presents a two-stage stochastic optimization approach for planning and operating multiple mobile energy resources in distribution networks, incorporating wind, photovoltaic, and load uncertainties through probability-weighted scenarios.

Published 2026-09-25View evidence and readiness →
Scientific Reports

Comparison of novel and manufacturer-recommended electrode placements for electromyography-based neuromuscular monitoring: a randomized, within-participant study

This study compared a novel electrode placement method with manufacturer-recommended placements for electromyography-based neuromuscular monitoring and found no significant difference in the time to first post-tetanic count.

Published 2026-09-25View evidence and readiness →
Scientific Reports

Bridging predictive machine learning modeling with experimental fabrication of organic solar cells

This study integrates machine learning models with experimental fabrication to efficiently identify optimal organic solar cell configurations with reduced material use.

Published 2026-09-25View evidence and readiness →
Scientific Reports

Long term operation of dual chamber microbial fuel cells for energy production and monitoring physicochemical changes of landfill leachate treatment

The study evaluated the performance of dual-chamber microbial fuel cells (DC-MFCs) in treating landfill leachate over 60 days, focusing on energy recovery and monitoring physicochemical parameters like pH, COD, and EC.

Published 2026-09-25View evidence and readiness →
Scientific Reports

An efficiency-oriented hierarchical energy management strategy for renewable electric-hydrogen systems with adaptive multi-stack PEMFC activation

This study presents a hierarchical energy management strategy for electric-hydrogen systems using multi-stack PEMFCs, combining supervisory control with equipment-level management to optimize efficiency by dynamically adjusting fuel cell activation based on power demand, battery state of charge, and hydrogen storage conditions.

Published 2026-09-25View evidence and readiness →
ChemElectroChem

Anolyte Selection Framework for Iodide Oxidation Coupled Hydrogen Evolution‐Based Hybrid Electrolysis Process

This study presents a framework for selecting anolytes in a hybrid electrolysis process that couples iodide oxidation with hydrogen evolution, focusing on how anolyte composition affects system performance.

Published 2026-09-24View evidence and readiness →
Nature Communications

Record stack durability in industrial solid oxide steam electrolysis through operational control

This study demonstrates that operational control strategies can significantly enhance the durability of solid oxide steam electrolysis stacks, achieving 25,000 hours of stable operation.

Published 2026-09-24View evidence and readiness →
SeMA Journal

An introduction to energy markets: a mathematical viewpoint

This paper provides a mathematical analysis of contemporary electricity markets, emphasizing the roles of producers, consumers, system operators, and regulatory authorities within the European framework.

Published 2026-09-23View evidence and readiness →
Advanced Functional Materials

Spin‐Orbit Coupling Enabled Spin‐Selective Oxygen Redox in Ce Single‐Atom Catalysts for High‐Performance Li‐O 2 Batteries

This study demonstrates that spin-orbit coupling in cerium single-atom catalysts enables spin-selective oxygen redox reactions, improving Li-O2 battery performance by overcoming spin-multiplicity barriers.

Published 2026-09-23View evidence and readiness →
ACS Omega

Cerium-Modified Diatom Biosilica for Lithium-Ion Anodes

This study demonstrates the use of cerium-modified diatom biosilica as an effective lithium-ion anode material with enhanced electrochemical performance.

Published 2026-09-23View evidence and readiness →
Applied Sciences

Early Porosity Detection in High-Pressure Die Casting Using Explainable Multimodal Data Fusion

This study presents an explainable multimodal approach combining sensor data, time-series, and thermal images with FCM-based classification to detect porosity in high-pressure die casting early.

Published 2026-09-23View evidence and readiness →
Scientific Reports

High-performance asymmetric coin cell supercapacitors utilizing N-doped graphene oxide/iron-polyporphyrin electrodes

This study developed a nitrogen-doped graphene oxide/iron-polyporphyrin nanocomposite for high-performance supercapacitors, showing improved electrochemical performance due to synergistic interactions between the components.

Published 2026-09-23View evidence and readiness →
Scientific Reports

Adaptive search-space reduction and partial shading detection for high-efficiency MPPT in photovoltaic systems

This paper presents an integrated MPPT framework that uses adaptive search-space reduction and partial shading detection to improve the efficiency of photovoltaic systems under varying conditions.

Published 2026-09-23View evidence and readiness →
Energy storage and applications

How to Improve the Quality of Thermal Safety Tests for Lithium-Ion Batteries by Thermal Runaway Criteria Definition and Temperature Sensor Positioning

The study improves lithium-ion battery thermal safety testing by defining thermal runaway criteria based on vent gas temperature changes and optimizing sensor placement.

Published 2026-09-22View evidence and readiness →
Engineering Research Express

High-Efficiency PV array for Laser Power Transmission under Space Radiation

This study presents a tailored interconnection strategy for photovoltaic devices under non-uniform laser illumination and evaluates the impact of space radiation through numerical simulations.

Published 2026-09-21View evidence and readiness →
Scientific Reports

Optimization of drag reduction performance and energy efficiency enhancement of polyethylene oxide in oil-water two-phase flow using response surface methodology

This study uses response surface methodology to optimize polyethylene oxide's drag reduction performance in oil-water two-phase flow, achieving high energy efficiency with a validated model.

Published 2026-09-21View evidence and readiness →
Scientific Reports

Robust model-free DC-bus voltage regulation for stand-alone solar-powered electric vehicle charging stations with experimental laboratory verification

This paper presents an ultra-local model-free control strategy for robust DC bus voltage regulation in a stand-alone solar-powered electric vehicle charging station without requiring precise system parameters.

Published 2026-09-21View evidence and readiness →
SusMat

Silver‐Decorated Graphene Mediates “Lithiene” Structured Interlayers for Ultrafast Lithium Transport in Solid‐State Batteries

The study introduces a silver-decorated graphene interlayer that enhances lithium transport in solid-state batteries by controlling its deposition dynamics.

Published 2026-09-20View evidence and readiness →
Journal of Energy Storage

Physics-informed lithium-ion battery end-of-life prediction model for data-efficient deployment

This study presents a physics-informed Gaussian process regression model for predicting lithium-ion battery end-of-life using only operating conditions, without requiring extensive cycling data or complex health indices.

Published 2026-09-20View evidence and readiness →
Scientific Reports

A consistency-oriented adaptive power allocation method for battery energy storage systems under seasonal wind–photovoltaic scenarios

This study proposes a method to improve the performance of battery energy storage systems by maintaining charge consistency in multi-cluster setups under varying wind and solar conditions.

Published 2026-09-20View evidence and readiness →
Microsystems & Nanoengineering

Microsecond-pulsed nanocalorimetry: a scalable approach for ultrasensitive heat capacity measurements

This study presents a nanocalorimetric technique using microsecond-pulsed heating to achieve high-sensitivity, quasi-isothermal heat capacity measurements on nanoscale samples.

Published 2026-09-20View evidence and readiness →
Journal of Chemical & Engineering Data

CO2 Capture Performance and Mechanism of an Amino-Functionalized Acetamide–1-Amino-2-propanol Deep Eutectic Solvent

This study developed a low-cost, environmentally friendly deep eutectic solvent using acetamide and 1-amino-2-propanol, which demonstrated high CO2 capture capacity and stability over multiple cycles.

Published 2026-09-19View evidence and readiness →
Frontiers in Energy Research

Electrothermal coupling modeling of air-conditioning-building systems and aggregated direct load control dispatch tracking for office parks

This study presents a framework for modeling the interaction between electrical and thermal systems in office buildings to improve energy management and control during peak times.

Published 2026-09-18View evidence and readiness →
Frontiers in Energy Research

Spatio-temporal coordinated dispatch of electric vehicle clusters and assessment of dispatchable potential, taking into account dynamic congestion at charging stations

This study presents a spatio-temporal coordinated dispatch framework for electric vehicle clusters that uses dynamic congestion pricing and tiered temporal classification to optimize charging efficiency under transformer capacity constraints.

Published 2026-09-18View evidence and readiness →
Microelectronics International

Energy management control of grid-tied PV-battery system based on intelligent proportional allocation

This paper presents an intelligent proportional allocation method for energy management in grid-tied PV-battery systems to improve economic efficiency and operational stability by dynamically adjusting charge-discharge strategies based on real-time conditions.

Published 2026-09-18View evidence and readiness →
Scientific Reports

Battery modeling using grey box and black box data driven techniques

This study presents a comparative framework for battery modeling using Grey Wolf Optimization-based grey-box and Random Forest-based black-box techniques to predict terminal voltage with improved accuracy.

Published 2026-09-17View evidence and readiness →
International Journal of Computational Intelligence Systems

Energy Efficient Federated Graph Reinforcement Learning and Digital Twin Assisted Demand Response for Blockchain-Enabled Self-Healing Smart Grids

This paper proposes a framework combining federated graph reinforcement learning, digital twin predictive intelligence, and blockchain for efficient energy management and self-healing in smart grids.

Published 2026-09-17View evidence and readiness →
Scientific Reports

Economic and thermal performance evaluation of a battery thermal management system using PCM and aluminum oxide foam

This study evaluates a novel battery thermal management system using aluminum oxide foam and nonadecane, showing that lower porosity improves heat transfer and temperature distribution in lithium-ion batteries.

Published 2026-09-17View evidence and readiness →
Nature Communications

Interface-driven boost in the performance and stability of protonic ceramic electrochemical cells

This study presents a strategy to improve the performance and stability of protonic ceramic electrochemical cells by enhancing interfacial contact coverage.

Published 2026-09-17View evidence and readiness →
Scientific Reports

Fabrication and performance assessment of a new dry in-ear EEG sensor for brain monitoring

This study develops a new in-ear EEG sensor using silver conductive fabric for improved comfort and flexibility in brain monitoring.

Published 2026-09-17View evidence and readiness →
Scientific Reports

Numerical investigation of hybrid PCM–liquid cooling for lithium-ion battery thermal management

This study uses numerical simulations to evaluate hybrid phase change material and liquid cooling systems for managing the thermal performance of lithium-ion batteries under high discharge rates.

Published 2026-09-16View evidence and readiness →
Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy

Battery aging-aware speed planning and energy management for autonomous hybrid electric buses at signalized intersections and bus stations

This paper presents a traverse model predictive control (TMPC) strategy for battery aging-aware speed planning and energy management in autonomous hybrid electric buses, demonstrating improved traffic efficiency and reduced battery wear.

Published 2026-09-16View evidence and readiness →
EAI Endorsed Transactions on Energy Web

Physics-Informed Deep Reinforcement Learning with Adaptive Action Masking for Secure Second-Level Emergency Scheduling in Energy Networks

This paper introduces a physics-informed deep reinforcement learning framework with adaptive action masking to improve secure scheduling and emergency control in energy networks under high-dimensional risk and real-time constraints.

Published 2026-09-16View evidence and readiness →
Chemistry - A European Journal

Synthesis Conditions and Electrochemical Performance of Lithium Yttrium Titanate(LYTO) for Lithium‐Ion Battery Anodes

This study synthesizes lithium yttrium titanate (LYTO) using a sol-gel process and ion exchange, demonstrating its potential as a high-performance anode material for lithium-ion batteries with good capacity, rate capability, and cycling stability.

Published 2026-09-16View evidence and readiness →
Chemistry - A European Journal

Solar‐Driven Photocatalytic H 2 O 2 Production: Mechanistic Foundations, Catalyst Design, Performance Benchmarking, and Sustainable Applications

This review discusses solar-driven photocatalytic H2O2 production, focusing on reaction mechanisms, catalyst design, and performance evaluation across various materials.

Published 2026-09-16View evidence and readiness →
Scientific Reports

Assessment of maximum power point tracking algorithms on energy storage efficiency for photovoltaic power systems with battery and ultracapacitor

This study evaluates the performance of Incremental Conductance and Cuckoo Search Algorithm MPPT methods in a photovoltaic/battery/ultracapacitor system, showing that the Cuckoo Search Algorithm achieves higher efficiency.

Published 2026-09-15View evidence and readiness →
Scientific Reports

Oxygen-vacancy-rich AgBiO3/Bi5O7I heterojunction for antibiotic photodegradation

The study presents a high-performance heterogeneous photocatalytic system using AgBiO3/Bi5O7I with oxygen vacancies for efficient antibiotic degradation under visible light.

Published 2026-09-14View evidence and readiness →
Scientific Reports

Hybrid TSA-TLBO optimization of an EF2 resonant DC-DC converter for energy-efficient fuel cell electric vehicles with reduced battery dependency

This study presents a hybrid TSA-TLBO optimization method for tuning PID and FOPID controllers in a PEMFC-based powertrain to improve voltage stability and dynamic response in fuel cell electric vehicles.

Published 2026-09-14View evidence and readiness →
Scientific Reports

Evidence-theoretic multi-sensor fusion with spatial semantic coupling for real-time hazard assessment in dynamic construction environments

This study presents a framework for real-time hazard assessment in construction environments that combines sensor data using credibility-weighted evidence fusion and 3D spatial reasoning to improve accuracy and adaptability.

Published 2026-09-13View evidence and readiness →
Scientific Reports

AMCOS-Net: a novel attention-based multimodal fusion architecture for automated corneal opacity segmentation

This study presents a novel attention-based multimodal fusion architecture called AMCOS-Net for automated corneal opacity segmentation using anterior segment optical coherence tomography and anterior segment photography.

Published 2026-09-13View evidence and readiness →
Scientific Reports

Numerical modeling and machine learning insight into potassium-based lead-free $$\text {K}_{2}\text {AgSbBr}_{6}$$ perovskite solar cells using SCAPS-1D

This study uses SCAPS-1D simulations and machine learning to optimize the performance of lead-free potassium-based $$\text {K}_{2}\text {AgSbBr}_{6}$$ perovskite solar cells by analyzing 1,050 device configurations with varying parameters.

Published 2026-09-13View evidence and readiness →
Zenodo (CERN European Organization for Nuclear Research)

Scalable Chip Manufacturing Machine Based on GO-to-rGO Conversion

This study presents a scalable chip manufacturing machine that uses GO-to-rGO conversion to create different automotive semiconductor designs and molds.

Published 2026-09-12View evidence and readiness →
Scientific Reports

Integrated optimization of a solar multigeneration plant employing iron-chromium redox flow battery and thermal management

This study presents an integrated solar polygeneration system that optimizes energy production and management using advanced technologies like iron-chromium redox flow batteries and thermal management.

Published 2026-09-11View evidence and readiness →
Scientific Reports

Life cycle carbon emissions of lead acid battery manufacturing in Pakistan with a modeled china circular recycling benchmark

The study quantifies life-cycle greenhouse gas emissions from lead-acid battery manufacturing in Pakistan and compares them to a modeled circular recycling benchmark from China.

Published 2026-09-11View evidence and readiness →
Journal of Earth and Environmental Sciences Research

Difficulties Predicting Green Hydrogen Growth

This study examines challenges in predicting green hydrogen growth due to current low production levels and funding issues in Western countries.

Published 2026-09-10View evidence and readiness →
Nature Reviews Clean Technology

Lessons from lithium-ion battery development and commercialization

This study reviews the history and lessons learned from the development and commercialization of lithium-ion batteries to inform future battery research and innovation.

Published 2026-09-10View evidence and readiness →
Energies

Optimal Capacity Configuration of a Reversible Solid Oxide Cell-Integrated Electricity–Heat–Hydrogen Energy System Balancing Economic Performance and Renewable Energy Accommodation

This study proposes a multi-objective optimal capacity configuration method for an electricity–heat–hydrogen integrated energy system using a reversible solid oxide cell to balance economic performance and renewable energy accommodation.

Published 2026-09-09View evidence and readiness →
Batteries

Carbon-Fiber Structural Batteries: From Multifunctional Integration to Retained Reliability

This study presents carbon-fiber structural batteries that combine energy storage with mechanical strength, offering potential for lighter and more efficient systems.

Published 2026-09-09View evidence and readiness →
Scientific Reports

AI-driven consistency-aware early warning framework for smart grid stability monitoring

This study proposes an AI-driven framework that combines regression and classification methods with consistency analysis to provide early warnings for grid instability while maintaining predictive accuracy.

Published 2026-09-09View evidence and readiness →
Scientific Reports

Robust finite-time sliding mode control for a multisource energy storage system in hybrid electric vehicles with real-time validation

This study presents a finite-time sliding mode controller for a multisource energy storage system in hybrid electric vehicles to ensure stable DC-bus voltage regulation and accurate current tracking of energy sources under dynamic conditions.

Published 2026-09-08View evidence and readiness →
ACS Sustainable Resource Management

The Problems and Needs of Green Hydrogen and Electrolyzer Customers

This study identifies and categorizes customer concerns regarding green hydrogen and electrolyzers through interviews across multiple industries, highlighting cost as a major issue.

Published 2026-09-08View evidence and readiness →
Energies

Frequency Control Strategy for High-Penetration Renewable Power Systems with Voltage-Sensitive Flexible Load Clusters

A new secondary frequency regulation method using voltage-sensitive flexible load clusters is proposed to address challenges in high-penetration renewable power systems.

Published 2026-09-08View evidence and readiness →
Watt

Hole-extraction embedded ultrathin donor realized highly homogenized dense self-assembled monolayers enabling organic photovoltaic modules with a certified efficiency of 16.1%

The study introduces a strategy for creating uniform, large-area interfacial layers in organic photovoltaics using a co-deposited ultrathin pre-layer with hole-extraction molecules.

Published 2026-09-08View evidence and readiness →
Nature Communications

Ultra-thin γ-In2Se3 buffer layer for efficient and all-dry Cd-free Cu(In,Ga)Se2 solar cells

An ultrathin γ-In2Se3 buffer layer made from absorber-native elements is used to create efficient, Cd-free CIGSe solar cells with high performance and thermal stability.

Published 2026-09-08View evidence and readiness →
Scientific Reports

Effect of hydrogen‑citronella biofuels on dual‑fuel diesel engine efficiency and emissions: machine learning validation for sustainability

This study evaluates a new hydrogen-citronella biofuel blend stabilized with SiO2 nanoparticles and neem extract in a dual-fuel diesel engine, using machine learning to validate its performance in terms of efficiency and emissions.

Published 2026-09-08View evidence and readiness →