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Liang Zhang

Northeast Electric Power University

China

SCHOLARLY PAPERS

6

DOWNLOADS

218

TOTAL CITATIONS

2

Scholarly Papers (6)

A Lithium Battery Fault Diagnosis Model Driven by Both Data and Models, Generated Based on Fault Data

Number of pages: 19 Posted: 30 May 2024
Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, China Electric Power Research Institute, affiliation not provided to SSRN, Northeast Electric Power University and Northeast Electric Power University
Downloads 34 (1,296,409)

Abstract:

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Fault data generation, Equivalent circuit modeling, Lithium-ion battery, TCN-BiLSTM, Fault diagnosis

A Lithium Battery Fault Diagnosis Model Driven by Both Data and Models, Generated Based on Fault Data

Number of pages: 19 Posted: 13 May 2024
Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, China Electric Power Research Institute, affiliation not provided to SSRN, Northeast Electric Power University and Northeast Electric Power University
Downloads 33 (1,356,108)

Abstract:

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Fault data generation, Equivalent circuit modeling, lithium-ion battery, TCN-BiLSTM, Fault diagnosis

2.

Optimization of Cnn-Bilstm-Attention Lithium Battery Remaining Service Life Prediction Based on Cpo Algorithm

Number of pages: 19 Posted: 13 Jul 2025
Northeast Electric Power University, Northeast Electric Power University, affiliation not provided to SSRN, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University and China Electric Power Research Institute
Downloads 41 (1,183,237)
Citation 1

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Crown porcupine optimization algorithm, RUL prediction, CNN-BiLSTM-Attention, group-level pruning find

3.

Fuzzy Control Based Virtual Synchronous Generator for Self-Adaptative Control in Hybrid Microgrid

Number of pages: 24 Posted: 11 May 2022
Ling Lyu, Xuesong Wang, Liang Zhang, Zhe Zhang and LH KOH
Northeast Electric Power University, affiliation not provided to SSRN, Northeast Electric Power University, affiliation not provided to SSRN and National Metrology Centre
Downloads 31 (1,304,549)

Abstract:

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Hybrid microgrid, Adaptive control, Fuzzy control, Virtual synchronous generator.

4.

Prediction method of battery state of charge based on HO-BP-Hammerstein model

Number of pages: 15 Posted: 03 Sep 2025
Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, China Electric Power Research Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 29 (1,372,601)

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State of Charge for Lithium-ion Batteries, Hippopotamus algorithm, Hammerstein model, Prediction accuracy.

5.

Robust Co-Optimisation of Multi-Microgrid Distributions Accounting for Wind-Scenery Uncertainty and Shared Energy Storage Operators

Number of pages: 18 Posted: 23 Jul 2025
Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, Northeast Electric Power University, affiliation not provided to SSRN, Northeast Electric Power University and Northeast Electric Power University
Downloads 25 (1,399,036)

Abstract:

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Wind-scape uncertainty, Master-slave game, Shared energy storage, Distributional robust optimization, Non-cooperative game, ADMM algorithm

6.

Research on the Optimal Allocation Method of Source and Storage Capacity of Integrated Energy System Considering Integrated Demand Response

Number of pages: 19 Posted: 09 Jun 2022
Northeast Electric Power University, Northeast Electric Power University, affiliation not provided to SSRN, Northeast Electric Power University, Northeast Electric Power University and National Metrology Centre
Downloads 25 (1,399,036)
Citation 1

Abstract:

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Integrated demand response, Integrated energy system, Source storage capacity allocation, Energy hub, Confidence interval method.