Energy and AI

Title Publication Date Language Citations
Data-driven comparison of federated learning and model personalization for electric load forecasting2023/10/01English1
A new two-axis solar tracker based on the online optimization method: Experimental investigation and neural network modeling2023/10/01English1
A review of image processing and quantification analysis for solid oxide fuel cell2024/05/01English1
Generation of meaningful synthetic sensor data — Evaluated with a reliable transferability methodology2024/01/01English1
Reconstructing hourly residential electrical load profiles for Renewable Energy Communities using non-intrusive machine learning techniques2024/01/01English1
Multi-objective performance optimization & thermodynamic analysis of solar powered supercritical CO2 power cycles using machine learning methods & genetic algorithm2024/01/01English1
Evaluating the effects of the COVID-19 pandemic on electricity consumption patterns in the residential, public, commercial and industrial sectors in Sweden2023/10/01English1
A machine learning framework for remaining useful lifetime prediction of li-ion batteries using diverse neural networks2024/01/01English1
Substation rotational object detection based on multi-scale feature fusion and refinement2023/10/01English1
Reviewing 40 years of artificial intelligence applied to power systems – A taxonomic perspective2024/01/01English1
High-resolution peak demand estimation using generalized additive models and deep neural networks2023/07/01English1
An improved probabilistic load flow in distribution networks based on clustering and Point estimate methods2023/10/01English1
Lessons learned from the underrepresentation of women in STEM: AI-enabled solutions and more2021/09/01English1
Grey box modeling of supermarket refrigeration cabinets2023/01/01English1
Data-driven modeling and fault diagnosis for fuel cell vehicles using deep learning2024/05/01English1
Real-time temperature prediction of electric machines using machine learning with physically informed features2023/10/01English1
A new dust detection method for photovoltaic panel surface based on Pytorch and its economic benefit analysis2024/05/01English1
Total process of fault diagnosis for wind turbine gearbox, from the perspective of combination with feature extraction and machine learning: A review2024/01/01English1
Energy management of buildings with energy storage and solar photovoltaic: A diversity in experience approach for deep reinforcement learning agents2024/01/01English1
Passivating contact-based tunnel junction Si solar cells using machine learning for tandem cell applications2023/10/01English1
Smart energy management system framework for population dynamics modelling and suitable energy trajectories identification in islanded micro-grids2023/07/01English1
Optimal design of wavy microchannel heat sinks based on prediction and multi-objective optimization algorithm2023/10/01English1
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents2023/10/01English1
Deep reinforcement learning for the optimized operation of large amounts of distributed renewable energy assets2023/01/01English1
Decentralized control in active distribution grids via supervised and reinforcement learning2024/05/01English
Comparative study of univariate and multivariate strategy for short-term forecasting of heat demand density: Exploring single and hybrid deep learning models2024/05/01English
A robust autoregressive long-term spatiotemporal forecasting framework for surrogate-based turbulent combustion modeling via deep learning2024/01/01English
Distributed scheduling for multi-energy synergy system considering renewable energy generations and plug-in electric vehicles: A level-based coupled optimization method2024/05/01English
Optimization of a photovoltaic-battery system using deep reinforcement learning and load forecasting2024/05/01English
Cross-level steam load smoothing and optimization in industrial parks using data-driven approaches2024/05/01English