Title	Publication Date	Language	Citations
A novel combined multi-battery dataset based approach for enhanced prediction accuracy of data driven prognostic models in capacity estimation of lithium ion batteries	2021/09/01	English	21
Two-stage capacity optimization approach of multi-energy system considering its optimal operation	2020/08/01	English	20
Autoencoder-based anomaly root cause analysis for wind turbines	2021/06/01	English	20
Battery state-of-charge estimation using machine learning analysis of ultrasonic signatures	2022/11/01	English	20
Perspective: Predicting and optimizing thermal transport properties with machine learning methods	2022/05/01	English	20
Prediction of sorption enhanced steam methane reforming products from machine learning based soft-sensor models	2020/11/01	English	20
Prediction of office building electricity demand using artificial neural network by splitting the time horizon for different occupancy rates	2021/09/01	English	20
Consensus-based dispatch optimization of a microgrid considering meta-heuristic-based demand response scheduling and network packet loss characterization	2023/01/01	English	19
Data-driven modelling of energy demand response behaviour based on a large-scale residential trial	2021/06/01	English	19
Using Bayesian deep learning approaches for uncertainty-aware building energy surrogate models	2021/03/01	English	19
Development of a Soft Actor Critic deep reinforcement learning approach for harnessing energy flexibility in a Large Office building	2021/09/01	English	19
Application of self-adaptive temperature recognition in cold-start of an air-cooled proton exchange membrane fuel cell stack	2022/08/01	English	19
Enhanced oxygen reduction kinetics by a porous heterostructured cathode for intermediate temperature solid oxide fuel cells	2020/11/01	English	18
Geospatial assessment of rooftop solar photovoltaic potential using multi-source remote sensing data	2022/11/01	English	18
A co-training style semi-supervised artificial neural network modeling and its application in thermal conductivity prediction of polymeric composites filled with BN sheets	2021/06/01	English	18
Wind power forecasting based on new hybrid model with TCN residual modification	2022/11/01	English	18
AI and freedom for evolution in energy science	2020/08/01	English	18
Degradation prediction of proton exchange membrane fuel cell stack using semi-empirical and data-driven methods	2023/01/01	English	18
Synthetic demand data generation for individual electricity consumers : Generative Adversarial Networks (GANs)	2022/08/01	English	18
Artificial intelligence in renewable systems for transformation towards intelligent buildings	2022/11/01	English	18
A data-driven approach for predicting long-term degradation of a fleet of micro gas turbines	2021/06/01	English	18
A deep neural network based model for the prediction of hybrid electric vehicles carbon dioxide emissions	2021/09/01	English	18
Integration of multi-physics and machine learning-based surrogate modelling approaches for multi-objective optimization of deformed GDL of PEM fuel cells	2023/10/01	English	17
Lévy-flight moth-flame optimisation algorithm-based micro-grid equipment sizing: An integrated investment and operational planning approach	2021/03/01	English	17
Predicting entropy and heat capacity of hydrocarbons using machine learning	2021/06/01	English	17
Flexible electricity price forecasting by switching mother wavelets based on wavelet transform and Long Short-Term Memory	2022/11/01	English	17
Deep learning in fault detection and diagnosis of building HVAC systems: A systematic review with meta analysis	2023/04/01	English	16
Physics-constrained deep learning for data assimilation of subsurface transport	2021/03/01	English	16
Electrical demand aggregation effects on the performance of deep learning-based short-term load forecasting of a residential building	2022/05/01	English	16
Combining machine learning with 3D-CFD modeling for optimizing a DISI engine performance during cold-start	2021/09/01	English	15