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Chunyue Song

Zhejiang University

38 Zheda Road

Hangzhou, 310058

China

SCHOLARLY PAPERS

9

DOWNLOADS

509

TOTAL CITATIONS

3

Scholarly Papers (9)

1.

Improved Approximate Dynamic Programming for Real-Time Economic Dispatch of Integrated Microgrids

Number of pages: 43 Posted: 01 Nov 2021
Zhiyi Lin, Chunyue Song, Jun Zhao and Huan Yin
Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 83 (790,029)

Abstract:

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Economic dispatch, microgrid, approximate dynamic programming, dynamic process, combined-cycle gas turbine

2.

Dynamic Prediction and Control in Data Centers Via Knowledge Embedded Physics-Informed Neural Networks

Number of pages: 24 Posted: 22 May 2025
Zhejiang University, Zhejiang University, Alibaba Group, Zhejiang University and Alibaba Group
Downloads 80 (809,932)

Abstract:

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Dynamic Workloads, Knowledge Embedding, PINN, DDPG, Adaptive Control

Hierarchical Multi-Agent Cooperative Distributed Fault Diagnosis Method for Large-Scale Complex Industrial Plant with Deep Reinforcement Learning

Number of pages: 41 Posted: 24 Apr 2025
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 51 (1,083,731)

Abstract:

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Hierarchical multi-agent cooperation, Distributed state estimation, Large-scale industrial plant, Deep reinforcement learning

Hierarchical Multi-Agent Cooperative Distributed Fault Diagnosis Method for Large-Scale Complex Industrial Plant with Deep Reinforcement Learning

Number of pages: 44 Posted: 07 May 2025
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 20 (1,500,232)

Abstract:

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Hierarchical multi-agent cooperation, Distributed state estimation, Large-scale industrial plant, Deep reinforcement learning

Intraday Dispatch of Industrial Integrated Energy System with Large-Scale Ev Charging Load Based on Improved Approximate Dynamic Programming

Number of pages: 63 Posted: 13 Feb 2025
Lingjie Chen, Chunyue Song, Jun Zhao, Wei Yu and Jiajun Lai
Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN and Alibaba Group
Downloads 33 (1,326,242)

Abstract:

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Integrated energy system, EV charging load, Intraday dispatch, Uncertainties, ABS-ADP algorithm

Intraday Dispatch of Industrial Integrated Energy System with Large-Scale Ev Charging Load Based on Improved Approximate Dynamic Programming

Number of pages: 63 Posted: 28 Dec 2024
Lingjie Chen, Chunyue Song, Jun Zhao, Wei Yu and Jiajun Lai
Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN and Alibaba Group
Downloads 26 (1,430,393)

Abstract:

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Integrated Energy System, EV charging load, Intraday dispatch, Uncertainties, ABS-ADP algorithm

5.

Dynamic Prediction and Control in Data Centers Via Knowledge Graph Physics-Informed Neural Networks

Number of pages: 23 Posted: 17 May 2025
Zhejiang University, Zhejiang University, Alibaba Group, Zhejiang University and Alibaba Group
Downloads 57 (989,921)

Abstract:

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Dynamic Workloads, PINN, DDPG, Adaptive Control

6.

Hierarchical Fault Propagation Path Recognition Method Based on Knowledge-Driven Graph Attention Autoencoder with Bilayer Pooling for Large-Scale Industrial System

Number of pages: 48 Posted: 24 Aug 2024
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song and Dingwei Wang
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and affiliation not provided to SSRN
Downloads 51 (1,063,489)

Abstract:

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Large-scale industrial process, Hierarchical fault propagation path recognition, Knowledge-driven graph attention autoencoder, Graph bilayer pooling, Fault root cause location.

7.

Spatial-Temporal Adaptive Causality Graph-Based Fault Root Cause Location Method for Time-Varying Industrial Process

Number of pages: 38 Posted: 22 Apr 2025
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song and Zhijing He
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and affiliation not provided to SSRN
Downloads 37 (1,249,711)

Abstract:

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Causality evolution, Adaptive causality graph generation, Causality inference, Time-varying process

8.

Dynamic Multivariate State Estimation Early Fault Diagnosis Method for Multi-Mode Nonstationary Industrial Process Based on Multi-Domain Transfer Collaboration Learning

Number of pages: 47 Posted: 23 Apr 2024
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN and Zhejiang University
Downloads 36 (1,236,159)
Citation 1

Abstract:

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Early fault diagnosis, Feature collaboration learning, Multi-domain transfer network, Dynamic multivariate state estimation method

9.

Knowledge-Driven Compound Fault Detection Enhancement Based on Multi-Modal Feature Generative Adversarial Collaborative Learning for Industrial Rotating Machinery

Number of pages: 38 Posted: 21 Aug 2025
Yan Liu, Zuhua Xu, Fei Gao, Jun Zhao and Chunyue Song
Zhejiang University, Zhejiang University, affiliation not provided to SSRN, Zhejiang University and Zhejiang University
Downloads 35 (1,249,711)
Citation 2

Abstract:

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Multi-modal feature collaborative learning, Generative adversarial learning, Industrial rotating machinery, Multi-modal feature transfer, Compound fault detection