Titel	Veröffentlichungsdatum	Sprache	Zitate
Fundamentals, materials, and machine learning of polymer electrolyte membrane fuel cell technology	2020/08/01	English	213
Battery digital twins: Perspectives on the fusion of models, data and artificial intelligence for smart battery management systems	2020/08/01	English	157
Lithium-ion battery data and where to find it	2021/09/01	English	121
Identification and machine learning prediction of knee-point and knee-onset in capacity degradation curves of lithium-ion cells	2020/08/01	English	108
A review and taxonomy of wind and solar energy forecasting methods based on deep learning	2021/06/01	English	108
Multi-physics-resolved digital twin of proton exchange membrane fuel cells with a data-driven surrogate model	2020/08/01	English	107
Machine learning for advanced energy materials	2021/03/01	English	95
Reinforcement learning for whole-building HVAC control and demand response	2020/11/01	English	92
Implementation for a cloud battery management system based on the CHAIN framework	2021/09/01	English	81
Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities	2022/08/01	English	80
Deep reinforcement learning for home energy management system control	2021/03/01	English	73
Data-driven smart charging for heterogeneous electric vehicle fleets	2020/08/01	English	69
Data-based flooding fault diagnosis of proton exchange membrane fuel cell systems using LSTM networks	2021/06/01	English	67
Prognostic for fuel cell based on particle filter and recurrent neural network fusion structure	2020/11/01	English	62
Towards online optimisation of solid oxide fuel cell performance: Combining deep learning with multi-physics simulation	2020/08/01	English	62
Artificial intelligence in oil and gas upstream: Trends, challenges, and scenarios for the future	2021/03/01	English	62
Machine learning for combustion	2022/01/01	English	61
Application of Machine Learning in Optimizing Proton Exchange Membrane Fuel Cells: A Review	2022/08/01	English	58
A review on 5G technology for smart energy management and smart buildings in Singapore	2022/01/01	English	57
A Review of physics-based and data-driven models for real-time control of polymer electrolyte membrane fuel cells	2021/12/01	English	56
Integration of solar thermal and photovoltaic, wind, and battery energy storage through AI in NEOM city	2021/03/01	English	55
Boosting the optimization of membrane electrode assembly in proton exchange membrane fuel cells guided by explainable artificial intelligence	2021/09/01	English	50
Machine Learning and Deep Learning Methods for Enhancing Building Energy Efficiency and Indoor Environmental Quality – A Review	2022/11/01	English	50
Methods and applications for Artificial Intelligence, Big Data, Internet of Things, and Blockchain in smart energy management	2023/01/01	English	48
Sensitivity analysis to reduce duplicated features in ANN training for district heat demand prediction	2020/11/01	English	42
Artificial intelligence powered large-scale renewable integrations in multi-energy systems for carbon neutrality transition: Challenges and future perspectives	2022/11/01	English	42
Transfer learning in demand response: A review of algorithms for data-efficient modelling and control	2022/01/01	English	41
ChemNODE: A neural ordinary differential equations framework for efficient chemical kinetic solvers	2022/01/01	English	41
Machine learning modeling for proton exchange membrane fuel cell performance	2022/11/01	English	41
Large eddy simulation of spray combustion using flamelet generated manifolds combined with artificial neural networks	2020/11/01	English	40