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jian xu

Wuhan University

Wuhan University

Economics and Management School

Wuhan, Hubei 430072

China

SCHOLARLY PAPERS

7

DOWNLOADS

241

TOTAL CITATIONS

0

Scholarly Papers (7)

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-Ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 42 Posted: 14 Aug 2025
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 42 (1,238,337)

Abstract:

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Extreme ramping event, look-ahead power dispatch, chance constraints, risk-averse, Deep reinforcement learning

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-Ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 36 Posted: 30 May 2025
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 32 (1,371,100)

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Extreme ramping event, look-ahead power dispatch, chance constraints, risk-averse, Deep reinforcement learning

Hierarchical Scheduling Method for Distribution Network-Microgrid Clusters Considering Flexible Grouping

Number of pages: 13 Posted: 27 Feb 2025
Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 25 (1,473,203)

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Flexible grouping, hierarchical scheduling, distribution network - microgrid clusters synergy, emergent revenue allocation.

Hierarchical Scheduling Method for Distribution Network-Microgrid Clusters Considering Flexible Grouping

Number of pages: 13 Posted: 08 Mar 2025
Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 19 (1,525,626)

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Flexible grouping, hierarchical scheduling, distribution network - microgrid clusters synergy, emergent revenue allocation.

3.

Planning Distributed Energy Systems with Low-grade Heat Sources Integration: Geography-Based Clustering and Risk-Informed Thermal Pipeline Layout Design Approaches

Number of pages: 12 Posted: 08 Sep 2025
affiliation not provided to SSRN, Wuhan University, affiliation not provided to SSRN, Wuhan University and New York University (NYU) - New York University
Downloads 41 (1,183,237)

Abstract:

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Distributed energy systemCluster partitionRecursive partitioning clustering tree algorithmPipeline layout designQGIS platformHeating interruption

4.

Design and Implementation of Controlled-Load Damping Factor Controller in Series Connection for Power Systems with High Penetration of Renewable Energy

Number of pages: 16 Posted: 26 Oct 2023
Wuhan University, Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 31 (1,318,317)

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cascaded controlled- load damping factor controller, primary frequency control

A Distributionally Robust Optimization Approach for Assessing the Dispatchable Region of DC and Renewable Energy Integrated Power System

Number of pages: 41 Posted: 24 Feb 2026
Wuhan University, affiliation not provided to SSRN, Wuhan University, affiliation not provided to SSRN, Wuhan University and Wuhan University
Downloads 13 (1,606,395)

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Dispatchable region, distributionally robust optimization, Wasserstein ambiguity set, renewable energy penetration, HVDC infeed capacity

A Distributionally Robust Optimization Approach for Assessing the Dispatchable Region of DC and Renewable Energy Integrated Power System

Number of pages: 40 Posted: 12 Feb 2026
Wuhan University, affiliation not provided to SSRN, Wuhan University, affiliation not provided to SSRN, Wuhan University and Wuhan University
Downloads 11 (1,606,395)

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Dispatchable region, distributionally robust optimization, Wasserstein ambiguity set, renewable energy penetration, HVDC infeed capacity

6.

Day-Ahead Scheduling Strategy for Electric Vehicle Charging Considering Power Grid Fault Risk Prevention

Number of pages: 13 Posted: 02 May 2025
Fuzhang Wu, Jun Yang, Hao Jiang and jian xu
Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 15 (1,509,872)

Abstract:

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charging load mismatch, day-ahead charging scheduling strategy, fault risk prevention, risk-based distribution locational marginal price (RDLMP), uncertainty risk-based distribution locational marginal price (URDLMP)

7.

A Distributional Risk-Averse Deep Reinforcement Learning Method for Look-ahead Power Dispatch Considering Extreme Ramping Events

Number of pages: 43 Posted: 14 Jan 2026
Wuhan University, Wuhan University, Wuhan University, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,555,090)

Abstract:

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Extreme ramping event, look-ahead power dispatch, Chance constraints, risk-averse, Deep reinforcement learning