Deep reinforcement learning from demonstrations to assist service restoration in islanded microgrids

Y Du, D Wu - IEEE Transactions on Sustainable Energy, 2022 - ieeexplore.ieee.org
Microgrids can be operated in island mode during utility grid outages to support service
restoration and improve system resilience. To schedule and dispatch distributed energy …

Multi-stage resilient operation strategy of urban electric–gas system against rainstorms

J Wang, Y Li, J Bian, Z Yu, M Zhang, C Wang, T Bi - Applied Energy, 2023 - Elsevier
This paper proposes a multi-stage resilient operation strategy for an urban electric–gas
system (UEGS) considering the impact of traffic under rainstorms. It guarantees that the …

Integrated energy intelligent agent technology: Concepts, architecture, applications, and prospects

Z Liu - Journal of Computational Methods in Science and …, 2024 - journals.sagepub.com
With the continuous progress of science and technology, the development of integrated
agent technology is also changing with each passing day. In order to provide corresponding …

Improving interdependent urban power and gas distribution systems resilience through optimal scheduling of mobile emergency supply and repair resources

W Wang, Y He, H Wang, H Chen, X **ong - Reliability Engineering & …, 2024 - Elsevier
Urban electric power and natural gas systems, serving as the most critical facilities that
provide fundamental support to people's daily life, have been increasingly interdependent in …

A post-disaster restoration model for power-gas-transportation distribution networks considering spatial interdependency and energy hubs

J Fan, P He, C Li, C Zhao, Y Ji - Electric Power Systems Research, 2024 - Elsevier
Recently, extreme events have caused widespread blackouts over energy systems. In
addition, the increasing interactions between power distribution networks and natural gas …

Combined electrical and heat load restoration based on bi-objective distributionally robust optimization

S Lu, Y Li, S Ding, W Gu, Y Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As extreme events such as natural disasters and cyberattacks become more frequent, the
resilience of energy systems has become increasingly important. However, due to the …

Stochastic optimal design of integrated energy systems considering seismic hazards

X Hu, Y **ao, N Wu, J Tan, H Miao, M Wang, R **g… - Applied Energy, 2025 - Elsevier
Though seismic hazards are infrequent, their occurrence can lead to severe destruction. To
understand how low-probability, high-impact seismic hazards would affect the stability of …

Distributed restoration for integrated electricity-gas-heating energy systems with an iterative loop scheme

L Dong, S Sun, S Zhang, T Zhang, T Pu - Energy, 2024 - Elsevier
Electricity, gas and heating networks are increasingly coupled to form an integrated energy
system (IES), which is beneficial in improving the operational performance of the system …

Seismic-Resilient Planning for Integrated Energy System: A RiskEconomic Coordination Perspective

Q Sun, Z Wu, W Gu, Z Dong, P Liu, H Qiu… - … on Power Systems, 2024 - ieeexplore.ieee.org
Earthquakes along plate boundary zones can cause extensive damage to energy
infrastructure and lead to significant economic losses. Inview ofthe high-impact low …

[HTML][HTML] Optimal planning of integrated electricity-natural gas distribution systems with hydrogen enriched compressed natural gas operation

R Zhu, J Jiang, J Sun, D Guo, M Wei, Z Zhao - International Journal of …, 2024 - Elsevier
In future integrated electricity-natural gas distribution systems (IEGDS), hydrogen and
methane converted from excessive renewable generation will be mixed with natural gas to …