Lin Peng

ORCID: 0000-0001-6886-6044
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About
Contact & Profiles
Research Areas
  • Power Systems and Technologies
  • Technology and Security Systems
  • Smart Grid and Power Systems
  • 3D Surveying and Cultural Heritage
  • Advanced Computational Techniques and Applications
  • Network Security and Intrusion Detection
  • Simulation and Modeling Applications
  • Power System Reliability and Maintenance
  • Smart Grid Security and Resilience
  • Digital Transformation in Industry
  • Big Data Technologies and Applications
  • E-commerce and Technology Innovations
  • Advanced Neural Network Applications
  • Remote Sensing and LiDAR Applications
  • Energy Load and Power Forecasting
  • Robotics and Automated Systems
  • Robotics and Sensor-Based Localization
  • Context-Aware Activity Recognition Systems
  • Scheduling and Optimization Algorithms
  • Image and Video Stabilization
  • PAPR reduction in OFDM
  • Access Control and Trust
  • Advanced Data Compression Techniques
  • Reliability and Maintenance Optimization
  • UAV Applications and Optimization

Soochow University
2025

State Grid Corporation of China (China)
2018-2024

China Electric Power Research Institute
2024

National Grid (United States)
2020

Weatherford College
2020

Ocean University of China
2014

Pearl River Hydraulic Research Institute
2010

Accurate prediction of drug–target interactions (DTIs) is pivotal for accelerating the processes drug discovery and repurposing. MVCL-DTI, a novel model leveraging heterogeneous graphs predicting DTIs, tackles challenge synthesizing information from varied biological subnetworks. It integrates neighbor view, meta-path diffusion view to capture semantic features employs an attention-based contrastive learning approach, along with multiview attention-weighted fusion module, effectively...

10.1021/acs.jcim.4c02073 article EN Journal of Chemical Information and Modeling 2025-01-15

Accurately predicting the pathogenicity of missense variants is crucial for improving disease diagnosis and advancing clinical research. However, existing computational methods primarily focus on general predictions, overlooking assessments disease-specific conditions. In this study, we propose DS-MVP, a method capable in human genomes. DS-MVP first leverages deep learning model pre-trained large dataset to learn rich representation variants. It then fine-tunes these representations with an...

10.1093/bib/bbaf119 article EN cc-by-nc Briefings in Bioinformatics 2025-03-01

By analyzing the typical communication networking method of Process Layer in Smart Substation, this paper proposes problems current widely used isolation network by using VLAN Technology. This expounds basic principle and advantage WDM technology to realize Switch, Security Switch Substation Layer. has obvious advantages than logic theory, truly meets "Three Networks In One" needs network.

10.1109/drpt.2015.7432643 article EN 2015-11-01

This project is about design and implementation of Augmented Reality cloud recognition power platform for 3D Entity Objects. Typical operations include equipment inspection, maintenance, emergency repair, reverse brake operation, line operation so on. Combining with the characteristics electric site, to improve on-site mode, through interactive collaboration such as terminal multidimensional exhibition, backstage data fusion, custom services, clouds system will provide grid an automatic...

10.1016/j.procs.2018.04.192 article EN Procedia Computer Science 2018-01-01

:After investigation and analysis, this study involves a multi-source information-assisted indoor outdoor integrated positioning system method based on point cloud identification power equipment identification. It uses GPS other auxiliary information to combine intelligent of equipment. Comprehensive achieve fast decimeter-level precision in environments.

10.1016/j.procs.2020.02.084 article EN Procedia Computer Science 2020-01-01

The construction of new electric power systems has led to a multiplication in the number access nodes for IoT information communication, accompanied by deepening trend business cloudification. However, due insufficient resource linkage and regulation capabilities communication network on cloud side, edge coupled with lack convenient unified cloud-network convergence control mechanism, existing architecture is gradually finding it difficult fully meet demand deterministic multi-service...

10.1142/s0129156425400920 article EN International Journal of High Speed Electronics and Systems 2024-11-04

Abstract With the growing importance of low‐bandwidth applications such as wireless access to Internet, images are often sent or received at low bit rates. At these rates, suffer from significant distortion and artifacts, making it difficult for those viewing understand them. In this paper, we present two progressive compression algorithms that focus on preserving clarity important image features, edges, ratios 100:1 higher. The first algorithm transmits a standard SPIHT stream then detects...

10.1002/tee.21764 article EN IEEJ Transactions on Electrical and Electronic Engineering 2012-09-04

This article has been retracted. A retraction notice can be found at https://doi.org/10.3233/JIFS-219433.

10.3233/jifs-236459 article EN Journal of Intelligent & Fuzzy Systems 2024-02-09

The goal of power supply service command is to solve the problems encountered by users during electricity consumption process with high efficiency. Users often encounter equipment failures, load exceeding limits, voltage instability, and other issues process, failures are most frequent events that occur process. existing maintenance analyzed decision-makers from center based on received user repair needs, then work tasks assigned personnel. However, this mode has problem excessive manual...

10.1117/12.3052783 article EN 2024-12-11

With the popularization of digital twin techniques in power substations, assessment and verification electrical equipment 3D models twins according to as-built LiDAR point clouds become essential for quality assurance designed substation models. However, computing shape texture differences between a model its corresponding cloud is challenging due difficulty aligning cross-source with local geometric variations. In this paper, we propose method based on overlap-aware registration. The key an...

10.5755/j01.itc.53.4.37475 article EN cc-by Information Technology And Control 2024-12-21

The equipment and facilities in the distribution network include not only primary such as transformers, circuit breakers, lightning arr-esters, capacitors, but also secondary transfer switches, buttons, indicator lights, current voltage meters. total number of types exceeds 200, average provincial areas 100 million. Equipment management is very arduous. system power industry records basic archive information all these equipment, including nameplate, type, operation mode, geographic...

10.1109/icaml60083.2023.00092 article EN 2023-07-21

The new distribution network management system is mainly a that integrates automation and intelligent data acquisition technology, computer technology business system, manages all aspects of the electric grid. traditional fault analysis grid equipment to judge relative position relationship between widely distributed switches segmented switch-gear in grid, which can find out real location through section analysis. This method has low degree automation. Later, design development programs,...

10.1109/icaml60083.2023.00090 article EN 2023-07-21

The carrier frequency offset estimation of Orthogonal Frequency Division Multiplexing (OFDM) has always been a research focus. However, the Capturing-range and accuracy estimations, as pair contradictions, have not satisfactorily solved in many studies. In order to solve this problem, algorithm with wide range high was proposed paper. basic idea : step 1, conjugate multiply received training sequence by local-saved , 2, conduct short delay related operations obtain wider 3, long ensure...

10.4304/jnw.9.8.2218-2223 article EN Journal of Networks 2014-08-07

With the development of computer technology and communication technology, demand for broadband smart grid services is rising rapidly, network traffic growing rapidly. digital evolution power grid, has also emerged, which makes more widely used. In recent years, bandwidth have increased dramatically, facing increasing risk attack, anomaly detection great significance to healthy grid. This paper proposes a method based on hierarchical spatial-temporal feature learning service, using Res2Net...

10.1109/bmsb58369.2023.10211127 article EN 2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2023-06-14

For the maintenance of electric power communication network, this paper puts forward a kind based on improved particle swarm optimization algorithm, new method for network to whole minimum number nodes and node redundancy transmission capacity as fitness, damaged business in dynamically allocated, make greatly enhance survivability business, ensure maximum recovery through contrast can be concluded that has good robustness, fast running speed, advantages small individual relationships with...

10.1088/1755-1315/170/4/042014 article EN IOP Conference Series Earth and Environmental Science 2018-07-01

This paper mainly studies the optimization of search path planning in process multi-UAV relay mission. The purpose is to determine specific location unknown ground mobile personnel and network them so that UAV can carry out tasks. For communication interrupt, distortion other issues may occur, analysis information transmission route selection, selection time delay as performance index, by changing choice improve network. simulation results show effectiveness improving

10.1109/ei2.2018.8582365 article EN 2018-10-01

10.2495/csse140631 article EN WIT transactions on information and communication technologies 2014-12-12
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