Machine learning for risk and resilience assessment in structural engineering: Progress and future trends

X Wang, RK Mazumder, B Salarieh… - Journal of Structural …, 2022 - ascelibrary.org
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …

Proactive resilience of power systems against natural disasters: A literature review

MA Mohamed, T Chen, W Su, T Jin - Ieee Access, 2019 - ieeexplore.ieee.org
The increase in power outages caused by high-impact low-probability events, such as
extreme weather-related climate variation events, is the main reason behind studying power …

Networked microgrids for enhancing the power system resilience

Z Li, M Shahidehpour, F Aminifar… - Proceedings of the …, 2017 - ieeexplore.ieee.org
This paper focuses on the role of networked microgrids as distributed systems for enhancing
the power system resilience against extreme events. Resilience is an intrinsically complex …

Resilience enhancement with sequentially proactive operation strategies

C Wang, Y Hou, F Qiu, S Lei… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Extreme weather events, many of which are climate change related, are occurring with
increasing frequency and intensity and causing catastrophic outages, reminding the need to …

A multi-hazard approach to assess severe weather-induced major power outage risks in the us

S Mukherjee, R Nateghi, M Hastak - Reliability Engineering & System …, 2018 - Elsevier
Severe weather-induced power outages affect millions of people and cost billions of dollars
of economic losses each year. The National Association of Regulatory Utility Commissioners …

[HTML][HTML] Improved quantitative prediction of power outages caused by extreme weather events

PL Watson, A Spaulding, M Koukoula… - Weather and Climate …, 2022 - Elsevier
Power outages caused by extreme weather events cost the economy of the United States
billions of dollars every year and endanger the lives of the people affected by them. These …

Quantitative resilience assessment for power transmission systems under typhoon weather

Y Yang, W Tang, Y Liu, Y Xin, Q Wu - IEEE Access, 2018 - ieeexplore.ieee.org
Reliable power grids are also vulnerable to extreme events, which are with a low probability
but highly risk events, such as a typhoon. Power system, as an important infrastructure …

Predicting storm outages through new representations of weather and vegetation

D Cerrai, DW Wanik, MAE Bhuiyan, X Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
This paper introduces new developments in an outage prediction model (OPM) for an
electric distribution network in the Northeastern United States and assesses their …

Proactive recovery of electric power assets for resiliency enhancement

A Arab, A Khodaei, Z Han, SK Khator - Ieee Access, 2015 - ieeexplore.ieee.org
This paper presents a significant change in current electric power grid response and
recovery schemes by developing a framework for proactive recovery of electric power assets …

Power outage prediction for natural hazards using synthetic power distribution systems

C Zhai, TY Chen, AG White, SD Guikema - Reliability Engineering & …, 2021 - Elsevier
Power outage prediction for natural hazards usually relies on one of two approaches,
statistical models or fragility-based methods. Statistical models have provided strong …