Author

Zigang Liu

Observed name: Z. G. Liu

Institutions: Weifang University of Science and Technology, South China University of Technology

Observed institutions: Hebei North University, Weifang University of Science and Technology, South China University of Technology

ORCID: 0009-0003-7980-1432

Observed ORCID: 0009-0003-7980-1432

OpenAlex ID: A5103026720

Conditional-TimeGAN for Realistic and High-Quality Appliance Trajectories Generation and Data Augmentation in Nonintrusive Load Monitoring

2024 · Z. G. Liu, T. Y. Ji, et al. · IEEE Transactions on Instrumentation and Measurement · 32

Sodium vanadate microflowers as cathode for high-capacity and long-life aqueous zinc-ion battery

2022 · Guanqin Wang, Chunlin Wang, et al. · Solid State Ionics · 12

Advancing GIS Operational Monitoring: A Novel Voiceprint Recognition Method Using Grassmann Manifold and Multi-Kernel Functions

2024 · Tianyao Ji, Zigang Liu, et al. · IEEE Transactions on Power Delivery · 7

Riemannian Geodesic Discriminant Analysis–Minimum Riemannian Mean Distance: A Robust and Effective Method Leveraging a Symmetric Positive Definite Manifold and Discriminant Algorithm for Image Set Classification

2024 · Zigang Liu, Fayez F. M. El-Sousy, et al. · Mathematics · 6

Distribution system Volt-VAR control via transformer-enhanced reinforcement learning with diffusion-driven data augmentation

2026 · Huan Quan, Zhaoxi Liu, et al. · International Journal of Electrical Power & Energy Systems · 4

A Non-Euclidean Method for Open-Circuit Fault Diagnosis in Back-to-Back Converters Leveraging SPD Manifold and Mathematical Morphological Filtering

2026 · Zigang Liu, Yang Wu, et al. · IEEE Transactions on Power Electronics · 4

Study on statistical invariance of probability processing and fluctuation characteristics of consecutive images of horizontal spray flame under low-pressure

2022 · Kai Xie, Yanzhao Li, et al. · Case Studies in Thermal Engineering · 4

Induction of Resistance of Antagonistic Bacterium Burkholderia contaminans to Postharvest Botrytis cinerea in Rosa vinifera

2022 · Fengying Shen, Zigang Liu, et al. · Computational and Mathematical Methods in Medicine · 3

Generation of Realistic and High-Quality Appliance Trajectories Based on TimeGAN for Non-intrusive Load Monitoring

2023 · Zigang Liu, Luliang Zhang, et al. · International Conference on Energy, Electrical and Power Engineering (CEEPE) · 2

N-doped carbon nanofiber modified MoS₂ for high-performance thermal batteries

2026 · Jing Hu, Xinliang Wang, et al. · Materials Letters

Turning the Tide: Firm-Level Evidence on the Impact of China's Watershed Ecological Compensation Policy on Industrial Water Pollution

2024 · Qi Wang, Yanhong Jin, et al. · SSRN Electronic Journal

Works count: 11

Citation count: 74

H-index: 4

I10-index: 2