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Jiacheng Liu

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

79

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Multi-Agent Deep Reinforcement Learning for Two-Level Voltage/VAR Control in Active Distribution Networks Considering Component Lifetime and Heterogeneity

Number of pages: 35 Posted: 16 Dec 2025
Anjun Huang, Jun Liu, Yu Zhao, Peiqi Wang and Jiacheng Liu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 41 (1,183,237)

Abstract:

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Distributed energy resources, active distribution networks, Voltage/VAR Control, multi-agent deep reinforcement learning, component lifetime, two-level optimization

2.

Enhancing Credibility of Transient Stability Assessment Under Stochastic Operation Modes in Power Systems: An Incremental Dataset Recognition Approach

Number of pages: 26 Posted: 29 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, KTH Royal Institute of Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,459,862)

Abstract:

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Credibility evaluation, distance metrics, Incremental learning, localized generalization error estimation, stochastic operation modes, transient stability assessment

3.

A Three-Stage Transfer Learning Framework for Transient Stability Assessment of Power Systems

Number of pages: 26 Posted: 16 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 19 (1,459,862)

Abstract:

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Transient stability assessment, domain adversarial neural network, feature mapping calibration, improved active learning, transfer learning