A Two-stage coordinated restoration scheme of hybrid AC/DC distribution grid considering cold load pickup and resilience enhancement DOI
Hang Yu, Xiao Fu,

Hanbei Zhang

et al.

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: unknown, P. 105959 - 105959

Published: Nov. 1, 2024

Language: Английский

Extreme typhoon events trigger long-lasting power outages and require demand-side solutions to enhance energy resiliency DOI Creative Commons
Yanxue Li, Xiao Fu, Xiaoyi Zhang

et al.

Communications Earth & Environment, Journal Year: 2025, Volume and Issue: 6(1)

Published: Feb. 22, 2025

Language: Английский

Citations

0
Performance evaluation of physical consistency approach for optimizing residential space heating system in cold snap conditions DOI
Ran Yi, Zixuan Wang, Yanxue Li

et al.

Building Simulation, Journal Year: 2025, Volume and Issue: unknown

Published: April 29, 2025

Language: Английский

Citations

0
Unlocking predictive insights and interpretability in deep reinforcement learning for Building-Integrated Photovoltaic and Battery (BIPVB) systems DOI Creative Commons
Yuan Gao, Zehuan Hu,

Shun Yamate

et al.

Applied Energy, Journal Year: 2025, Volume and Issue: unknown, P. 125387 - 125387

Published: Jan. 1, 2025

Language: Английский

Citations

0
Transparent Wood for Next-Generation Windows: A Review of Thermal Transmittance, Solar Heat Gain Coefficient, and Energy Performance DOI

Ahmad Fadel Al Kahlout,

Faizal Baharum,

Anas A. M. Alqanoo

et al.

Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112880 - 112880

Published: March 1, 2025

Language: Английский

Citations

0
A digital-twin evaluation framework of zero carbon buildings for existing residential buildings based on scan-to-BIM DOI
Liang Zhao,

Hong Zhang,

Wang Hai-ning

et al.

Alexandria Engineering Journal, Journal Year: 2025, Volume and Issue: 124, P. 204 - 213

Published: April 2, 2025

Language: Английский

Citations

0
Comparative Analysis of Reinforcement Learning Approaches for Multi-Objective Optimization in Residential Hybrid Energy Systems DOI Creative Commons
Yang Xu, Yanxue Li, Weijun Gao

et al.

Buildings, Journal Year: 2024, Volume and Issue: 14(9), P. 2645 - 2645

Published: Aug. 26, 2024

The rapid expansion of renewable energy in buildings has been expedited by technological advancements and government policies. However, including highly permeable intermittent renewables storage presents significant challenges for traditional home management systems (HEMSs). Deep reinforcement learning (DRL) is regarded as the most efficient approach tackling these problems because its robust nonlinear fitting capacity capability to operate without a predefined model. This paper DRL control method intended lower expenses elevate usage optimizing actions battery heat pump HEMS. We propose four algorithms thoroughly assess their performance. In pursuit this objective, we also devise new reward function multi-objective optimization an interactive environment grounded expert experience. results demonstrate that TD3 algorithm excels cost savings PV self-consumption. Compared baseline model, model achieved 13.79% reduction operating costs 5.07% increase Additionally, explored impact feed-in tariff (FiT) on TD3’s performance, revealing resilience even when FiT decreases. comparison provides insights into selection specific applications, promoting development DRL-driven solutions.

Language: Английский

Citations

2
Analyzing Variability and Coordinated Demand Management for Various Flexible Integrations of Residential Distributed Energy Resources DOI
Xiaoyi Zhang, Yan Liu, Yanxue Li

et al.

Renewable Energy, Journal Year: 2024, Volume and Issue: 237, P. 121619 - 121619

Published: Oct. 13, 2024

Language: Английский

Citations

2
Grid variability and value assessment of long-duration energy storage under rising photovoltaic penetration: evidence from Japan DOI
Yanxue Li,

Yun Xie,

Xiaoyi Zhang

et al.

Energy, Journal Year: 2024, Volume and Issue: 307, P. 132607 - 132607

Published: July 31, 2024

Language: Английский

Citations

1
A Two-stage coordinated restoration scheme of hybrid AC/DC distribution grid considering cold load pickup and resilience enhancement DOI
Hang Yu, Xiao Fu,

Hanbei Zhang

et al.

Sustainable Cities and Society, Journal Year: 2024, Volume and Issue: unknown, P. 105959 - 105959

Published: Nov. 1, 2024

Language: Английский

Citations

0