Improved method of non-intrusive load monitoring based on compressed sensing by Bo Yuan, Hong Liu, Shaoyun Ge, Guoping Liu

“…Then, event detection method and eigenvalue extraction method for load analysis of NILM-CS are proposed. …”
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An Improved Fuzzy Trajectory Clustering Method for Exploring Urban Travel Patterns by Fang Liu, Wei Bi, Wei Hao, Fan Gao, Jinjun Tang

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Programming virulent bacteriophages by developing a multiplex genome engineering method by Hailin Zhang, Ru Zhu, Zhaofei Wang, Ruoting He, Yuran Zhang, Ji Luan, Yaxian Yan, Youming Zhang, Hailong Wang

“…Using the SMART method, the 39.9-kb T7 E. coli phage genome was split into 10 segments, and 8 genomic loci were deleted in parallel to obtain a chassis phage with 10% genome reduction. …”
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A New Finite-Difference Method for Nonlinear Absolute Value Equations by Peng Wang, Yujing Zhang, Detong Zhu

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A Reversible Compression Coding Method for 3D Property Volumes by Zhigang Zhao, Jiahao Qiu, Han Guo, Wei Zhu, Chengpeng Li

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Research on load labeling method for big data in novel power system by ZHANG Ximing, XU Huan, YANG Qiuyong

“…However, one of the main obstacles to the effective use of power big data is the lack of efficient data labeling methods. By proposing a flexible framework to mark load patterns and usage habits in a non-intrusive way, the composite data tag file is used for smart grid functions such as demand response, energy management and load monitoring. …”
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A Method for Bus OD Matrix Estimation Using Multisource Data by Di Huang, Jun Yu, Shiyu Shen, Zhekang Li, Luyun Zhao, Cheng Gong

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Analysis of Smart Village Development in Supporting Smart City in Indonesia: A Systematic Review by Anindya Puteri Eka Susilowati, Rini Rachmawati, R. Rijanta

“…Smart village refers, generally speaking, to the implementation of the smart city idea inside the village borders. …”
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Lightweight and robust ship detection method driven by self-attention mechanism by Feng MA, Zihui SHI, Jie SUN, Chen CHEN, Xianbin MAO, Xinping YAN

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A method of SQL access logs pretreatment for power business system by Weiwei LI, Tao ZHANG, Yuanyuan MA, Cheng ZHOU

“…With the development of smart grid interactive,the database interaction between the information inside and outside is increasing.A method of SQL access log compression for power business system to respond to the demand of database security audit for the power system was designed in detail.This method can realize the compression of SQL access log and have the function of simple classification for SQL logs.The test results show that the method can achieve a large margin compression of SQL access logs and meet the requirements of log preprocessing for the database behavior audit of power business system.…”
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Network bandwidth forecast method for IMS business in power dispatching communication by Xiande BU, Zhenhua QU, IBinglin L, IANWenfeng T

“…The electric power dispatching data network business requirements of the IMS system were analyzed,the networking of the dispatching data network method was proposed,and the amount of the dispatching data network users was researched.According to the technology development and the power communication services requirement,IMS technique was used to construct next generation communication system,and the electric power dispatching data network was needed to be designed to load IMS services.The calculation method of network bandwidth and multimedia business traffic model for loading multimedia businesses was studied.It has guiding significance to construct next generation communication network for smart grid.…”
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SmartPresence: Wi-Fi-based online attendance management for smart academic assistance by Mijanur Rahaman, Md. Masudul Islam, Dip Nandi

“…Abstract SmartPresence, a Wi-Fi-based attendance management system marks a significant leap in evaluating student performance, replacing traditional manual methods with pen-and-paper timesheets or paper-based student signatures. …”
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A method of SQL access logs pretreatment for power business system by Weiwei LI, Tao ZHANG, Yuanyuan MA, Cheng ZHOU

“…With the development of smart grid interactive,the database interaction between the information inside and outside is increasing.A method of SQL access log compression for power business system to respond to the demand of database security audit for the power system was designed in detail.This method can realize the compression of SQL access log and have the function of simple classification for SQL logs.The test results show that the method can achieve a large margin compression of SQL access logs and meet the requirements of log preprocessing for the database behavior audit of power business system.…”
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Smart cities and smart health: Innovations in home medical devices for efficient healthcare delivery by Taoyang Cai, Jingfei Ma, Shangjie Ge-Zhang

“…With the methods of literature review, case analysis and trend prediction, this study deeply analyzes the application status, challenges and future development trend of smart home medical equipment in China, especially its application potential and market prospect in chronic disease management and aging society. …”
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Responsive Public Policies for Smart and Sustainable Buildings: An Experimental Application of the Smart Readiness Indicator by Massimo Lauria, Maria Azzalin, Francesca Giglio, Giovanna Maria La Face

“…The paper is organized into the Introduction; Materials and Methods, which contains the methodological approach; Results; and Discussion and Conclusions. …”
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Informer-based DDoS attack detection method for the power Internet of Things. by Wei Cui, Xiao Liao, Yang Yang, Shiying Feng, Mingyan Song

“…With the rapid development of smart grids, power grid systems are becoming increasingly complex, posing significant challenges to their security. …”
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The Integrated Processing Method of Educational Information Resources Based on Edge Computing by Zhimei Lv

“…The research purpose of this paper is to study the integrated processing method of educational information resources based on edge computing. …”
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Multi-camera video collaborative analysis method based on edge computing by Zhibo QI, Lei DU, Ru HUO, Fan YANG, Tao HUANG

“…In order to reduce the processing volume of multi-camera real-time video data in smart city scenarios, a video collaborative analysis method based on machine learning algorithms at the edge was proposed.Firstly, for the important objects detected by each camera, different key windows were designed to filter the region of interest (RoI) in the video, reduce the video data volume and extract its features.Then, based on the extracted data features, the same objects in the videos from different cameras were annotated, and a strategy for calculating the association degree value between cameras was designed for further reducing the video data volume.Finally, the GC-ReID algorithm based on graph convolutional network (GCN) and re-identification (ReID) was proposed, aiming at achieving the collaborative analysis of multi-camera videos.The experimental results show that proposed method can effectively reduce the system latency and improve the video compression rate while ensuring the high accuracy, compared with the existing video analysis methods.…”
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A Consistent Differential Privacy Dynamic Trajectory Flow Prediction Method by Hongzhi Pan

“…The proposed method constructs a trajectory flow graph and integrates Laplace noise‐based differential privacy with consistency constraint adjustments to enhance privacy while maintaining data utility. …”
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An Applicable Control-Relevant Method for Nonlinearity Assessment using Gap Metric by Mahdi Ahmadi

“…In this method, nonlinear system is decomposed to a bank of linear systems using gap metric, a smart tool for measuring the distance between two linear systems. …”
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