Protection scheme of flexible MTDC transmission line based on ISSA-BiLSTM

Protection scheme of flexible MTDC transmission line based on ISSA-BiLSTM

Aiming at the problems of poor ability to withstand transition resistance and low recognition accuracy of multi-terminal flexible DC transmission line protection, a diagnostic model combining an improved sparrow search algorithm (ISSA) and bidirectional long short-term memory network (BiLSTM) is pro...

Full description

Saved in:

Bibliographic Details
Main Authors:	LI Zheng, CHEN Tangxian, ZHANG Yunning, LIU Shuangyang, SUN Peisheng
Format:	Article
Language:	zho
Published:	Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd. 2025-04-01
Series:	Diance yu yibiao
Subjects:	multi-terminal flexible dc grid wavelet transform sparrow search algorithm bidirectional long short-term memory network fault diagnosis
Online Access:	http://www.emijournal.net/dcyyben/ch/reader/create_pdf.aspx?file_no=20220718002&flag=1&journal_id=dcyyben&year_id=2025
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-terminal flexible DC grid circuit breaker withstands multi-lightning strike analysis
by: Yutao Tang, et al.
Published: (2025-01-01)

Short-Term Power Load Prediction of VMD-LSTM Based on ISSA Optimization
by: Shuai Wu, et al.
Published: (2025-05-01)

Classification of edible vegetable oils based on three-dimensional fluorescence spectroscopy and ISSA-SVM
by: ZHANG Jing, et al.
Published: (2024-10-01)

Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm
by: Pei Shi, et al.
Published: (2025-08-01)

The prediction of karst-collapse susceptibility levels based on the ISSA-ELM integrated model
by: Jiaxin Wang, et al.
Published: (2025-05-01)

DC Overvoltage Suppression Strategy for MMC-MTDC Based on Bridge Arm Modulated Wave Adjustment
by: Maolan PENG, et al.
Published: (2024-04-01)

Daily soil moisture prediction during winter wheat growth season using an SCSSA-CNN-BiLSTM model
by: CUI Song, et al.
Published: (2025-08-01)

Fault diagnosis of MMC-MTDC based on traveling wave characteristics and KOA-CNN-BiGRU-AM
by: Bo YU, et al.
Published: (2025-03-01)

Prediction of Breakdown Voltage of Long Air Gaps Under Switching Impulse Voltage Based on the ISSA-XGBoost Model
by: Zisheng Zeng, et al.
Published: (2025-04-01)

Fault prediction of aircraft engine based on adaptive hybrid sampling and BiLSTM
by: Junying Hu, et al.
Published: (2025-04-01)

A novel protection scheme of wind farm access to flexible DC power grid based on high frequency measurement inductance difference
by: Jing Ma, et al.
Published: (2025-08-01)

BiLSTM-based Approach to the Natural Language Text Dependencies Analysis
by: A. Chernyshov
Published: (2019-03-01)

Enhanced detection of accounting fraud using a CNN-LSTM-Attention model optimized by Sparrow search
by: Peifeng Wu, et al.
Published: (2024-11-01)

ISSA-Based Evaluation Method of Actual Navigation Performance of Rotorcraft Logistics Unmanned Aerial Vehicles
by: Fei Liu, et al.
Published: (2025-04-01)

An adaptive reclosing scheme for flexible DC grid based on residual voltage S-transformation
by: Yue Dai, et al.
Published: (2025-04-01)

Mine cable partial discharge denoising method based on multivariate variational mode decomposition and improved wavelet threshold
by: Jiyuan CAO, et al.
Published: (2025-04-01)

Robust & Optimal Predictive Current Control for Bi-Directional DC-DC Converter in Distributed Energy Storage Systems
by: Haris Sheh Zad, et al.
Published: (2024-09-01)

Research on Stock Index Prediction Based on the Spatiotemporal Attention BiLSTM Model
by: Shengdong Mu, et al.
Published: (2024-09-01)

Robust prediction of tool-tissue interaction force using ISSA-optimized BP neural networks in robotic surgery
by: Yong-Li Yan, et al.
Published: (2025-08-01)

Hyperband-Optimized CNN-BiLSTM with Attention Mechanism for Corporate Financial Distress Prediction
by: Yingying Song, et al.
Published: (2025-05-01)

Circulating Current Suppression and Midpoint Potential Balance of Flexible DC T-Type Three-Level Bidirectional Converter for Urban Rail Transit
by: LIU Jianhua, LI Dongdong, LI Hao
Published: (2025-04-01)

Load Forecasting Using BiLSTM with Quantile Granger Causality: Insights from Geographic–Climatic Coupling Mechanisms
by: Xianan Huang, et al.
Published: (2025-05-01)

Fault Diagnosis of Rolling Element Bearing Based on BiTCN-Attention and OCSSA Mechanism
by: Yuchen Yang, et al.
Published: (2025-04-01)

Research on the Lossless Data Compression System of the Argo Buoy Based on BiLSTM-MHSA-MLP
by: Sumin Guo, et al.
Published: (2024-12-01)

ADFCNN-BiLSTM: A Deep Neural Network Based on Attention and Deformable Convolution for Network Intrusion Detection
by: Bin Li, et al.
Published: (2025-02-01)

The Optimal Variant for Introducing Southern Transit into the Integrated Power System of Ukraine
by: Kyryk V., et al.
Published: (2020-06-01)

Auxiliary Branch for Hybrid DC Circuit Breaker in Flexible DC Grid to Reduce Fault Breaking Time and Arrester Capacity Demand
by: Yingqing Ma, et al.
Published: (2024-01-01)

Non-unit protection method for boundary-component-free MTDC systems using normalized backward traveling waves
by: Fan Xie, et al.
Published: (2025-03-01)

Rolling Bearing Fault Diagnosis Based on VMD-DWT and HADS-CNN-BiLSTM Hybrid Model
by: Luchuan Shao, et al.
Published: (2025-05-01)

Blueberry Remaining Shelf-Life Prediction Based on the PSO-CNN-BiLSTM-MHA Model
by: Mengya Liu, et al.
Published: (2025-01-01)

Short-Term Electricity Load Forecasting Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Improved Sparrow Search Algorithm–Convolutional Neural Network–Bidirectional Long Short-Term Memory Model
by: Han Qiu, et al.
Published: (2025-02-01)

Enhanced securities investment strategy using ISSA–SVM: a hybrid model combining adaptive moving average, support vector machine, and multi-strategy sparrow search algorithm for improved trend tracking and risk adjustment
by: Wei Ni, et al.
Published: (2025-05-01)

Passenger Flow Prediction for Rail Transit Stations Based on an Improved SSA-LSTM Model
by: Xing Zhao, et al.
Published: (2024-11-01)

A model for placing electric vehicle charging stations in megapolis based on the sparrow search algorithm
by: Sizhuo Du, et al.
Published: (2024-11-01)

Aspect category sentiment analysis based on pre-trained BiLSTM and syntax-aware graph attention network
by: Guixian Xu, et al.
Published: (2025-01-01)

Upper limb human-exoskeleton system motion state classification based on semg: application of CNN-BiLSTM-attention model
by: Dongwei Zhao, et al.
Published: (2025-05-01)

A computation offloading scheme for energy consumption optimization in Internet of vehicles
by: Wenxuan GAO, et al.
Published: (2023-10-01)

A Look-Up Table Assisted BiLSTM Neural Network Based Digital Predistorter for Wireless Communication Infrastructure
by: Reem Al Najjar, et al.
Published: (2025-06-01)

Empirical classification of fatigue-induced physiological tremor in robot-assisted manipulation tasks using BiLSTM-GRU network
by: Poongavanam Palani, et al.
Published: (2025-06-01)

Application of state of health estimation and remaining useful life prediction for lithium-ion batteries based on AT-CNN-BiLSTM
by: Feng-Ming Zhao, et al.
Published: (2024-11-01)