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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 …
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
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 …
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 …
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) …
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
The rapid spread of distributed generation from renewable energy sources, combined with
their unpredictable behavior, requires the continuous monitoring and control by the …
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 …
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 …
of the electricity grid, at all voltage levels, from transmission networks to residential …