[HTML][HTML] Explainable artificial intelligence in disaster risk management: Achievements and prospective futures

S Ghaffarian, FR Taghikhah, HR Maier - International Journal of Disaster …, 2023 - Elsevier
Disasters can have devastating impacts on communities and economies, underscoring the
urgent need for effective strategic disaster risk management (DRM). Although Artificial …

[HTML][HTML] Power outages and bidirectional electric vehicle charging: Simulation of improved household energy resilience in subarctic conditions

J Einolander, A Kiviaho, R Lahdelma - Energy and Buildings, 2024 - Elsevier
In the highly digitalized and electrified modern world, blackouts and power outages cause
significant disruptions to societies and to the normal daily life of individuals. The ongoing …

A novel method for cause portrait of aviation unsafe events based on hierarchical multi-task convolutional neural network

Z Hou, H Wang, Y Yue, M Xiong, C Che - Expert Systems with Applications, 2025 - Elsevier
A comprehensive and fine-grained portrayal of the causes of aviation unsafe events is a key
means of preventing aviation accidents. However, traditional methods used for portraying …

Assessing grid hardening strategies to improve power system performance during storms using a hybrid mechanistic-machine learning outage prediction model

W Hughes, PL Watson, D Cerrai, X Zhang… - Reliability Engineering & …, 2024 - Elsevier
Improvements of power system performance during severe weather events are targeted
through grid hardening actions, such as strengthening aging infrastructure or performing …

Impact of wind speed and soil frost on electricity distribution system reliability

J Haakana, O Räisänen, M Karhunen, I Láng-Ritter… - Heliyon, 2024 - cell.com
Wind is a significant cause of power outages in overhead line networks. Present electricity
distribution network management systems provide an extensive amount of data on network …

Analyzing Supply Reliability Incentive in Pricing Regulation of Electricity Distribution Operators

J Seppälä, P Järventausta - Energies, 2024 - mdpi.com
In support of the global green transition, numerous policies have been introduced to
efficiently address the increasing demand for reliable electricity. However, the impacts of …

[HTML][HTML] Impact of Meteorological Conditions on Overhead Transmission Line Outages in Lithuania

E Rimkus, E Stonevičius, I Gečaitė, V Mačiulytė… - Atmosphere, 2024 - mdpi.com
This study investigates the impact of meteorological conditions on unplanned outages of
overhead transmission lines (OHTL) in Lithuania's 0.4–35 kV power grid from January 2013 …

Demand Response and Energy Resilience Through Electric Vehicles-Advanced Modelling Techniques and Economic Implications

J Einolander - 2024 - aaltodoc.aalto.fi
The energy transition, a historical shift towards renewable energy to combat climate change,
introduces significant challenges, for instance, for power grid stability due to the intermittent …