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Jin Ma

The University of Sydney

SCHOLARLY PAPERS

4

DOWNLOADS

159

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Scheduling Batch Workloads of Data Center Via Multi-Stage Stochastic Optimization Considering Multiple Uncertainties

Number of pages: 12 Posted: 15 Apr 2025
North China Electric Power University, Alibaba Group, The University of Sydney, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 67 (916,100)

Abstract:

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Batch workload, data center, DAG structure, electricity market, stochastic programming

2.

The Impact of Distributed Grid-Forming Inverters on System Strength at the Transmission Level

Number of pages: 9 Posted: 18 Dec 2024
affiliation not provided to SSRN, The University of Sydney, The University of Sydney and Government of the Commonwealth of Australia - CSIRO Health & Biosecurity
Downloads 34 (1,263,436)

Abstract:

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Grid-forming inverters, system strength, EMT simulation, transient stability, IBRs.

3.

Fast Diffusion‑Driven Data Augmentation for Imbalanced Power‑System Stability Classification

Number of pages: 18 Posted: 15 Aug 2025
Hangdong An and Jin Ma
The University of Sydney and The University of Sydney
Downloads 33 (1,290,922)

Abstract:

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Renewable energy integration, Machine learning, Power system stability, Data augmentation, Class imbalance, Denoising probabilistic model

4.

Modified Diffusion Based Data Augmentation for Enhancing Transient Stability Assessments

Number of pages: 19 Posted: 22 May 2025
Hangdong An and Jin Ma
The University of Sydney and The University of Sydney
Downloads 25 (1,399,036)

Abstract:

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Transient stability Assessments, Sample imbalance, Model robustness, Denoising probabilistic model