ENERGY 2025, The Fifteenth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies

Type: conference

Notes: IARIA Conference

Editors:
Vivian Sultan, California State University, Los Angeles, USA

ISSN: 2308-412X

ISBN: 978-1-68558-242-5

Location: Lisbon, Portugal

Dates: from March 9, 2025 to March 13, 2025

Articles: there are 12 articles

Impact of Reforestation on Wildfire Severity in California: A GIS-Based Analysis
Vivian Sultan and Tyler Kom
keywords: Wildfire; Severity; Spatial Autocorrelation

Power Grid Vulnerability and Secure Infrastructure for Energy Transmission
Vivian Sultan, Philip Caban, Samuel Wong, Aaditya Kandel, and Juan Talome
keywords: Security; Electric Utilities; Cyberattacks.

Analyzing Electric Vehicle Charging Infrastructure Accessibility in Los Angeles, California
Vivian Sultan and Oscar Aguillon
keywords: LiDAR; deep learning; point cloud; ArcGIS Pro; point classification

Potential for Wind Energy on the Fort Bidwell Reservation
Vivian Sultan and Hector Tarango
keywords: Energy Sovereignty; Wind; ArcGIS

Security and Attacks on Federated Energy Forecasting
Jonas Sievers, Krupali Kumbhani, Thomas Blank, Frank Simon, and Andreas Mauthe
keywords: federated learning; poisoning attack; backdoor attack

SECNIR: A Multi-Year Electricity Consumption Dataset of 881 French Companies in Islands and Overseas Regions
Pierre-Alexis Chevreuil, Antoine Tavant, Pierre Costini, Cédric Simi, and Joris Costes
keywords: Energy; Electricity; Smart meters; NonInterconnected Regions; Thermosensitivity; Dataset.

Disaggregation of Heating and Cooling Energy Consumption via Maximum a Posteriori Estimation
Antoine Tavant, Cédric Simi, Pierre-Alexis Chevreuil, Pierre Costini, and Joris Costes
keywords: Smart meters; Non-Intrusive Load Monitoring; NILM; Thermosensitivity

Analysis of Data from a 5G-Based Photovoltaic Plant Monitoring System
Sofia Diniz Carvalho, Paulo Cesar Marques Carvalho, Luis M. Fernández Ramírez, and Paulo Renato X Silva
keywords: IoT; data acquisition; photovoltaics; 5G

On Zero-shot Learning in Neural State Estimation of Power Distribution Systems
Aleksandr Berezin, Stephan Balduin, Eric MSP Veith, Thomas Oberließen, and Sebastian Peter
keywords: neural state estimation, zero-shot learning, transfer learning, graph neural networks

Federated Learning for Distributed Load Forecasting: Addressing Data Imbalance in Smart Grids
Alexander Wallis, Sascha Hauke, Hannah Jörg, and Konstantin Ziegler
keywords: Short-Term Load Forecasting; Federated Learning; Smart Grid; Data Privacy; Distributed Data

Offline Reinforcement Learning Agents for Adaptive Reactive Power Control with Renewable Energy Sources
Tejashri Bhatt, Stephan Balduin, and Eric MSP Veith
keywords: Smart Grid Management; Reactive Power Control; Artificial Intelligence; Soft Actor-Critic; Behavioral Cloning from Observation; Renewable Energy Integration; Offline Reinforcement Learning.

A Systems Dynamics Analysis of Communication Technology Integration in Complex Transactive Energy Systems
Atefeh Zarei, Evans Honu, Mo Mansouri, and Philip Odonkor
keywords: Transactive Energy Systems; LoRa Technology; System Dynamics; Sustainable Energy Solutions