Energy and AI

Title Publication Date Language Citations
Deep reinforcement learning for wind and energy storage coordination in wholesale energy and ancillary service markets2023/10/01English
Combustion and AI2023/10/01English
Identifying representative days of solar irradiance and wind speed in Brazil using machine learning techniques2024/01/01English
Towards next generation Internet of Energy system: Framework and trends2023/10/01English
A comparative evaluation of Stacked Auto-Encoder neural network and Multi-Layer Extreme Learning Machine for detection and classification of faults in transmission lines using WAMS data2023/10/01English
Improved deep residual shrinkage network for a multi-cylinder heavy-duty engine fault detection with single channel surface vibration2024/05/01English
Diagnosing health in composite battery electrodes with explainable deep learning and partial charging data2024/05/01English
Site adaptation with machine learning for a Northern Europe gridded global solar irradiance product2024/01/01English
Identifying the validity domain of machine learning models in building energy systems2024/01/01English
Component modeling and updating method of integrated energy systems based on knowledge distillation2024/05/01English
Characteristic time scale as optimal input in Machine Learning algorithms: Homogeneous autoignition2023/10/01English
Explainability-based Trust Algorithm for electricity price forecasting models2023/10/01English
Transfer learning applications for autoencoder-based anomaly detection in wind turbines2024/04/01English
GA-LSTM speed prediction-based DDQN energy management for extended-range vehicles2024/04/01English
Secure and efficient prediction of electric vehicle charging demand using α2-LSTM and AES-128 cryptography2024/05/01English
Application of machine learning to assess people's perception of household energy in the developing world: A case of Nepal2023/10/01English
Machine learning super-resolution of laboratory CT images in all-solid-state batteries using synchrotron radiation CT as training data2023/10/01English
Effective thermal conductivity estimation using a convolutional neural network and its application in topology optimization2024/01/01English
Attention boosted autoencoder for building energy anomaly detection2023/10/01English
Convolutional neural network to learn building-shape representations for early-stage energy design2023/10/01English
Physics-constrained graph modeling for building thermal dynamics2024/05/01English
Predicting missing Energy Performance Certificates: Spatial interpolation of mixture distributions2024/05/01English
An explainable AI model for power plant NOx emission control2024/01/01English
A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training2024/01/01English
Synthetic demand data generation for individual electricity consumers: Inpainting2024/01/01English
Real-time security margin control using deep reinforcement learning2023/07/01English
Comparison of optimizers for model predictive thermal control of buildings2024/01/01English
Thermal stability enhancement and prediction by ANN model2024/05/01English
Utilizing neural networks to supplant chemical kinetics tabulation through mass conservation and weighting of species depletion2024/05/01English
Deep learning analysis of smart meter data from a small sample of room air conditioners facilitates routine assessment of their operational efficiency2024/05/01English