Journal

Energy and AI

2666-5468 · Elsevier BV

110 verified public works

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Deep learning for estimating energy savings of early-stage facade design decisions

2021 · 0 citations

Transfer learning of deep neural networks for predicting thermoacoustic instabilities in combustion systems

2021 · 0 citations

A Conditional Generative adversarial Network for energy use in multiple buildings using scarce data

2021 · 0 citations

Lessons learned from the underrepresentation of women in STEM: AI-enabled solutions and more

2021 · 0 citations

Implementation for a cloud battery management system based on the CHAIN framework

2021 · 0 citations

Review of dynamic performance and control strategy of supercritical CO2 Brayton cycle

2021 · 0 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 · 0 citations

Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity

2021 · 0 citations

Gym-ANM: Reinforcement learning environments for active network management tasks in electricity distribution systems

2021 · 0 citations

Prediction of office building electricity demand using artificial neural network by splitting the time horizon for different occupancy rates

2021 · 0 citations

AI-Assisted approach for building energy and carbon footprint modeling

2021 · 0 citations

Physical-based training data collection approach for data-driven lithium-ion battery state-of-charge prediction

2021 · 0 citations

Data-driven approaches for cyber defense of battery energy storage systems

2021 · 0 citations

Prediction of future capacity and internal resistance of Li-ion cells from one cycle of input data

2021 · 0 citations

Boosting the optimization of membrane electrode assembly in proton exchange membrane fuel cells guided by explainable artificial intelligence

2021 · 0 citations

Development of a Soft Actor Critic deep reinforcement learning approach for harnessing energy flexibility in a Large Office building

2021 · 0 citations

A data-driven approach using machine learning for early detection of the lean blowout

2021 · 0 citations

Typical load profile-supported convolutional neural network for short-term load forecasting in the industrial sector

2021 · 0 citations

Feature selection for energy system modeling: Identification of relevant time series information

2021 · 0 citations

An introduction to multivariate probabilistic forecast evaluation

2021 · 0 citations

A hybrid policy gradient and rule-based control framework for electric vehicle charging

2021 · 0 citations

Data-based flooding fault diagnosis of proton exchange membrane fuel cell systems using LSTM networks

2021 · 0 citations

A review and taxonomy of wind and solar energy forecasting methods based on deep learning

2021 · 0 citations

A data-driven approach for predicting long-term degradation of a fleet of micro gas turbines

2021 · 0 citations

Autoencoder-based anomaly root cause analysis for wind turbines

2021 · 0 citations

3D convolutional selective autoencoder for instability detection in combustion systems

2021 · 0 citations

Toward cost-effective residential energy reduction and community impacts: A data-based machine learning approach

2021 · 0 citations

Prognostics of radiation power degradation lifetime for ultraviolet light-emitting diodes using stochastic data-driven models

2021 · 0 citations

Data-driven modelling of energy demand response behaviour based on a large-scale residential trial

2021 · 0 citations

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 · 0 citations