BCLH2Pro: A novel computational tools approach for hydrogen production prediction via machine learning in biomass chemical looping processes

2024-12-1

Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model

2024-12-1

Artificial intelligence-driven real-world battery diagnostics

2024-12-1

Application of artificial intelligence in the materials science, with a special focus on fuel cells and electrolyzers

2024-9-17

STATNet: One-stage coal-gangue detector based on deep learning algorithm for real industrial application

2024-9-1

Comparative analysis of time series neural network methods for three-way catalyst modeling

2024-9-1

Leveraging Machine Learning to Generate a Unified and Complete Building Height Dataset for Germany

2024-9-1

Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters

2024-9-1

Multi-criteria decision-making method for evaluation of investment in enhanced geothermal systems projects

2024-9-1

An enhanced semi-supervised learning method with self-supervised and adaptive threshold for fault detection and classification in urban power grids

2024-9-1

A machine learning driven 3D+1D model for efficient characterization of proton exchange membrane fuel cells

2024-9-1

Evasive attacks against autoencoder-based cyberattack detection systems in power systems

2024-9-1

Machine learning and Bayesian optimization for performance prediction of proton-exchange membrane fuel cells

2024-9-1

Insight of low flammability limit on sustainable aviation fuel blend and prediction by ANN model

2024-9-1

Distributionally robust optimization configuration method for island microgrid considering extreme scenarios

2024-9-1

Gas exchange optimization in aircraft engines using sustainable aviation fuel: A design of experiment and genetic algorithm approach

2024-9-1

Enhanced vision-transformer integrating with semi-supervised transfer learning for state of health and remaining useful life estimation of lithium-ion batteries

2024-9-1

An artificial intelligence framework for explainable drift detection in energy forecasting

2024-9-1

Opportunities for large language models and discourse in engineering design

2024-9-1

Context-aware reinforcement learning for cooling operation of data centers with an Aquifer Thermal Energy Storage

2024-9-1

Unsupervised learning of charge-discharge cycles from various lithium-ion battery cells to visualize dataset characteristics and to interpret model performance

2024-9-1

A review of federated learning in renewable energy applications: Potential, challenges, and future directions

2024-9-1

Energy Disaggregation of Industrial Machinery Utilizing Artificial Neural Networks for Non-intrusive Load Monitoring

2024-9-1

Deep Weighted Fusion Learning (DWFL)-based multi-sensor fusion model for accurate building occupancy detection

2024-9-1

Modelling Anti-Corrosion Coating Performance of Metallic Bipolar Plates for PEM Fuel Cells: A Machine Learning Approach

2024-9-1

Optimizing hybrid electric vehicle coupling organic Rankine cycle energy management strategy via deep reinforcement learning

2024-9-1

Probabilistic simulation of electricity price scenarios using Conditional Generative Adversarial Networks

2024-9-1

A systematic review of spatial disaggregation methods for climate action planning

2024-9-1

Deep learning from three-dimensional Lithium-ion battery multiphysics model Part II: Convolutional neural network and long short-term memory integration

2024-9-1

Data-driven strategy for state of health prediction and anomaly detection in lithium-ion batteries

2024-9-1

Performance decay prediction model of proton exchange membrane fuel cell based on particle swarm optimization and gate recurrent unit

2024-9-1

Dynamic control of district heating networks with integrated emission modelling: A dynamic knowledge graph approach

2024-9-1

Descriptors-based machine-learning prediction of cetane number using quantitative structure–property relationship

2024-9-1

Dynamic control of district heating networks with integrated emission modelling: A dynamic knowledge graph approach

2024-9-1

A review of control strategies for proton exchange membrane (PEM) fuel cells and water electrolysers: From automation to autonomy

2024-9-1

Engineered wettability-gradient porous structure enabling efficient water manipulation in regenerative fuel cells

2024-9-1

Uplifting the complexity of analysis for probabilistic security of electricity supply assessments using artificial neural networks

2024-9-1

Cross-Domain Diagnosis for Polymer Electrolyte Membrane Fuel Cell based on Digital Twins and Transfer Learning Network

2024-8-9

Big Data Meets Big Wind: A Scientometric Review of Machine Learning Approaches in Offshore Wind Energy

2024-8-1

Degradation prediction of PEM water electrolyzer under constant and start-stop loads based on CNN-LSTM

2024-8-1

Machine Learning Modelling for Fuel Cell-Battery Hybrid Power System Dynamics in a Toyota Mirai 2 Vehicle Under Various Drive Cycles

2024-8-1

Learning the optimal power flow: Environment design matters

2024-8-1

Multi-objective optimization of lithium-ion battery designs considering the dilemma between energy density and rate capability

2024-8-1

Genetic Modification Optimization Technique: A Neural Network Multi-Objective Energy Management Approach

2024-8-1

Topology reduction through machine learning to accelerate dynamic simulation of district heating

2024-7-10

Deep Learning-Based Prediction of 3-dimensional Silver Contact Shapes Enabling Improved Quality Control in Solar Cell Metallization

2024-7-1

Transfer learning from synthetic data for open-circuit voltage curve reconstruction and state of health estimation of lithium-ion batteries from partial charging segments

2024-6-7

Comparing four machine learning algorithms for household non-intrusive load monitoring

2024-6-1

Discriminative features based comprehensive detector for defective insulators

2024-6-1

Smart optimization in battery energy storage systems: An overview

2024-5-22