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Dong Liu

Delft University of Technology

Stevinweg 1

Stevinweg 1

Delft, 2628 CN

Netherlands

SCHOLARLY PAPERS

4

DOWNLOADS

183

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Topology Identification and Parameters Estimation of Lv Distribution Networks Using Open GIS Data

Number of pages: 11 Posted: 11 Dec 2023
Delft University of Technology, TNO Energy-Transition, Delft University of Technology and Delft University of Technology
Downloads 89 (747,755)

Abstract:

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Distribution networks, Topology generation, Open source data, Incomplete data, Optimization

2.

Distributed Reinforcement Learning Using Local Smart Meter Data for Voltage Regulation in Distribution Networks

Number of pages: 11 Posted: 18 Dec 2025
Delft University of Technology, TNO Energy-Transition, Delft University of Technology and Delft University of Technology
Downloads 42 (1,157,785)

Abstract:

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Distributed management, Voltage regulation, Reinforcement learning, Thevenin equivalent, Optimization

3.

A Data-Driven Approach for Topology Correction in Low Voltage Distribution Networks with PVs

Number of pages: 10 Posted: 13 Nov 2025
Delft University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Delft University of Technology and Delft University of Technology
Downloads 40 (1,183,237)

Abstract:

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Distribution network, Topology observability, Supervised learning, Unbalanced networks, Robustness

4.

Physics-Informed Distributed Reinforcement Learning for Privacy-Preserving Voltage Regulation using Local Smart Meter Data

Number of pages: 11 Posted: 01 Apr 2026
Delft University of Technology, TNO Energy-Transition, Delft University of Technology and Delft University of Technology
Downloads 12 (1,526,714)

Abstract:

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Voltage regulation, Reinforcement learning, Distributed management, Optimization