Physically rational data augmentation for energy consumption estimation of electric vehicles

Y Ma, W Sun, Z Zhao, L Gu, H Zhang, Y **, X Yuan - Applied Energy, 2024 - Elsevier
With the surge of electric vehicles, accurate estimation of their energy consumption becomes
increasingly critical. Data-driven models have been widely used for estimating the energy …

Boost short-term load forecasts with synthetic data from transferred latent space information

B Heidrich, L Mannsperger, M Turowski, K Phipps… - Energy …, 2022 - Springer
Sustainable energy systems are characterised by an increased integration of renewable
energy sources, which magnifies the fluctuations in energy supply. Methods to to cope with …

Challenges in deep learning based forecasting of time series with calendar-driven periodicities

B Heidrich - 2024 - publikationen.bibliothek.kit.edu
Throughout history, forecasting has been crucial across various civilizations, influencing
imagination and critical decisions. In contemporary times, it has become indispensable …

A PLC based monitoring and remote control architecture for Distributed Generation and Storage systems in LV smart grids

G Artale, G Caravello, A Cataliotti… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
This paper proposes a new power line communication (PLC) architecture for monitoring and
remote control of Distributed Generators (DG) and Energy Storage Systems (ESS) …

Innovative solutions for the integration of renewable energies on Tunisian and Sicilian electrical grids

G Artale, A Maalej, OB Rhouma… - 2022 Workshop on …, 2022 - ieeexplore.ieee.org
The rapid spread of distributed generation from renewable energy sources, combined with
their unpredictable behavior, requires the continuous monitoring and control by the …

Prediction-Based Data Augmentation for Smart Grid Line Outage Detection

J Rogers, H Lin, YL Sun - 2024 56th North American Power …, 2024 - ieeexplore.ieee.org
Line outage detection is an essential component of situational awareness and security of the
smart grid. Transmission lines are an attractive target for advanced persistent threats, and …

[PDF][PDF] PLC-BASED MONITORING AND CONTROL OF DISTRIBUTED GENERATION AND STORAGE SYSTEMS IN LV SMART GRIDS: ARCHITECTURE, DEVICES …

G Artale, G Caravello, A Cataliotti, V Cosentino… - projetsinert.com
The fast deployment of renewable generation technologies has deeply altered the structure
of the electricity grid, at all voltage levels, from transmission networks to residential …