Digital twin-empowered fault sensing method for electric power optical communication network

Z Kang, Z Zhang, Y Li, Z Wu - Eighth International Conference …, 2023 - spiedigitallibrary.org
With the development of new power system, the scale of Electric Power Optical
Communication Network (EPOCN) is growing, and the instability of the network has …

Research on Fault Analysis Method of Power Communication Digital Twin Network Based on Rules and Cases

S Yan, Z Zhao, D Chen, Y Lin, D Gao… - 2022 IEEE 6th …, 2022 - ieeexplore.ieee.org
In order to determine the root cause of the fault from the alarm of the power communication
network, the fault analysis rule base based on the combination of fault alarm event tree and …

Fault Diagnosis Combining Power Grid and Communication System Based on Graph Neural Network

L Qian, Z Zhou, X Cai, P Zhu - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
In order to accelerate digital development, the power grid needs to enhance its intelligent
regulation capabilities to achieve digital transformation. The important breakthrough point is …

Application on Real-time Status Evaluation of SDH Optical Transmission Network Based on Big Data

H Xue, M Huo, J Ma, X Hao, W Gu… - 2023 IEEE 6th …, 2023 - ieeexplore.ieee.org
In the power backbone communication network, the SDH optical transmission equipment
generates a variety of alarm data, making it difficult to evaluate the real-time status of the …

Information modeling and evaluation method of EPON system for grid-connected distributed energy resources

FEI Gao, L Wang - 2016 China International Conference on …, 2016 - ieeexplore.ieee.org
In the field of grid-connected distributed energy resources (DER), telecommunication
network plays an important role to carry various information and control messages. With the …

Fault identification method of power network equipment based on fusion neural network model

B Zhang, N Yang, F Gao, H Fu… - … Conference on Computers …, 2023 - ieeexplore.ieee.org
This paper studies a fault identification method and system of power grid equipment based
on the fusion neural network model. The method includes: obtaining several power …

Prediction of Carrying Capacity of Digital Twin Power Information Communication Network Based on CNN-GRU Neural Network

Y Shen, X Wang - 2022 4th International Conference on Smart …, 2022 - ieeexplore.ieee.org
With the acceleration of major national strategic deployments such as" Digital China" and"
Network Power", the digital transformation of state-owned enterprises has become the …

Research on network intelligent situational awareness for power fiber communication system

X Zheng, Q Huang, Y He, Y Wu… - 2022 2nd Conference on …, 2023 - spiedigitallibrary.org
To improve the sensing accuracy of the power fiber optic communication system, an
intelligent sensing method of fiber optic network threat based on multi-information fusion is …

Digital twin-based fault detection for intelligent power production lines

Y Zhou, X Qian, D Xu, C Zhao, K Qian - International Journal of …, 2024 - dl.acm.org
Digital twin technology realises real-time capture of system operation status, real-time
monitoring and prediction of potential risks. In view of this, a fault detection method based on …

Research on transformer fault diagnosis method and calculation model by using fuzzy data fusion in multi-sensor detection system

Z Xuewei, L Hanshan - Optik, 2019 - Elsevier
In order to achieve the failure of unattended power network equipment, this paper proposes
a new transformer fault diagnosis method by using multi band infrared imager sensor and …