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2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)最新文献

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Dynamic Hand Gesture Recognition 动态手势识别
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051259
Subash Chandra Bose Jaganathan, K. R, Thevaprakash P, Krishna Basak, Shinjan Verma, Anisha Mital
{"title":"Dynamic Hand Gesture Recognition","authors":"Subash Chandra Bose Jaganathan, K. R, Thevaprakash P, Krishna Basak, Shinjan Verma, Anisha Mital","doi":"10.1109/iSSSC56467.2022.10051259","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051259","url":null,"abstract":"Gestures were most likely utilised by our ancestors to communicate. Armstrong once stated that he believes movements using the hands were the earliest form of complex human communication. The beginning stage of human computer Interactions is a gesture recognition system. Here, we have designed a Dynamic Hand Gesture Recognition (HGR) System using a Neural Network, which can recognize the gesture using the Computer or Laptop’s Web Camera and do the corresponding tasks. The model has been divided into mainly three modules. Firstly, Module 1 is about building a CNN model which we use to predict the gestures. Our second module is about predicting the gesture through live video feed. The final module is about assigning a specified task for a particular predicted gesture. For the predicted gesture, we use PyAutoGUI module to control devices like mouse and keyboard. Finally, the system is made to do some desired tasks in response to the gestures and obtains 99.84% of accuracy.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"280 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115425479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Power Line Outage Identification Using PMU 使用PMU识别电力线故障
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/isssc56467.2022.10051400
Vibhakar Jha, B. Mishra, S. Vishwakarma
{"title":"Power Line Outage Identification Using PMU","authors":"Vibhakar Jha, B. Mishra, S. Vishwakarma","doi":"10.1109/isssc56467.2022.10051400","DOIUrl":"https://doi.org/10.1109/isssc56467.2022.10051400","url":null,"abstract":"For sustaining a consistent and secure operation, the stability of large power systems (Power Grids) turns out to be paramount importance. Identifying power line outages becomes very difficult and complex when the size of the system increases. The two main limitations for simulating power system networks in real time are computational complexity and data storage. Here a new methodology is proposed for finding real-time updated system matrices using the Woodbury formula. This paper gives information about the identification of power line outages in AC load flow using PMUs. Pre-outage and Post-outage time required by PMUs to detect the line outages in different IEEE bus systems are compared. Pre- and Post-outage values of active power, reactive power, voltage magnitude, and phase angle are also compared for IEEE-14 and IEEE-30 bus systems and for the system to operate economically, PMUs are placed at optimal locations in this work.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122158128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Conventional and Neutral Point Clamped Converter Topology for UPQC UPQC常规与中性点箝位转换器拓扑结构的比较分析
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051214
Chandan Tiwary, K. Thakre
{"title":"Comparative Analysis of Conventional and Neutral Point Clamped Converter Topology for UPQC","authors":"Chandan Tiwary, K. Thakre","doi":"10.1109/iSSSC56467.2022.10051214","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051214","url":null,"abstract":"Unified Power Quality Conditioner (UPQC) is a very powerful compensating device widely used in the Interconnected Distribution System (IDS). It is capable of dealing with almost all type of Power Quality Problems (PQP). It is the combination of Series-Shunt Compensation (SSC). It employs two converter topology namely series connected and shunt connected with the utility system. Conventional converters are designed by employing 2-Level Voltage Source Inverter (2LVSI). The 2LVSI suffers from high loss under high voltage conditions, hence this paper proposed a Multi-level Inverter (MLI) based Neutral Point Clamped (NPC) converter topology for designing UPQC. The comparative analysis of 2LVSI and NPC-MLI based UPQC is presented for simultaneous voltage regulation and mitigation of harmonic to check the topological superiority of the converter design.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122652963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Natural Language Processing in unstructured big data analysis and insights extraction - A quantitative study 深度自然语言处理在非结构化大数据分析和见解提取中的应用——定量研究
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051524
Bibhu Dash, Swati Swayamsiddha, Azad Ali
{"title":"Deep Natural Language Processing in unstructured big data analysis and insights extraction - A quantitative study","authors":"Bibhu Dash, Swati Swayamsiddha, Azad Ali","doi":"10.1109/iSSSC56467.2022.10051524","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051524","url":null,"abstract":"In today’s digital age, businesses create tremendous data as part of their regular operations. On legacy or cloud platforms, this data is stored mainly in structured, semi-structured, and unstructured formats, and most of the data kept in the cloud are amorphous, containing sensitive information. With the evolution of AI, organizations are using deep learning and natural language processing to extract the meaning of these big data through unstructured data analysis and insights (UDAI). This study aims to investigate the influence of these unstructured big data analyses and insights on the organization’s decision-making system (DMS), financial sustainability, customer lifetime value (CLV), and organization’s long-term growth prospects while encouraging a culture of self-service analytics. This study uses a validated survey instrument to collect the responses from Fortune-500 organizations to find the adaptability and influence of UDAI in current data-driven decision making and how it impacts organizational DMS, financial sustainability and CLV.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129718742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Control and Management of Power Exchange in Microgrid 微电网电力交换的控制与管理
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051522
Soumya Souraja Panda, Ullash Kumar Rout
{"title":"Control and Management of Power Exchange in Microgrid","authors":"Soumya Souraja Panda, Ullash Kumar Rout","doi":"10.1109/iSSSC56467.2022.10051522","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051522","url":null,"abstract":"A DC microgrid based on wind-solar integrated technologies is being studied to work in remote areas where there are abundant sources of renewable energy resources. A Permanent Magnet Synchronous Generator (PMSG) is used for generation of constant speed driven wind power and solar panels are used for generation of DC power from the Sun as the primary source. A DC/DC boost converter is used for extracting solar electricity to the loads using Maximum power point tracking (MPPT). Battery storage system (BSS) is incorporated so that it can work as a source as well as load depending on the power demands. This study aims to review the progress made in the implementation of microgrid management systems including solar PV and wind turbine focusing on microgrid energy management strategies and principles. MATLAB/ Simulink model was designed to demonstrate power flow in microgrids.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128022820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance Analysis and Simulation of Brushless DC Motor using PI with Hysteresis Current Controller 带滞后电流控制器的PI无刷直流电动机性能分析与仿真
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051496
Akash Kumar Majhee, S. Vishwakarma, Santosh Kumar Sharma, P. Rai, Praveen Kumar
{"title":"Performance Analysis and Simulation of Brushless DC Motor using PI with Hysteresis Current Controller","authors":"Akash Kumar Majhee, S. Vishwakarma, Santosh Kumar Sharma, P. Rai, Praveen Kumar","doi":"10.1109/iSSSC56467.2022.10051496","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051496","url":null,"abstract":"In this paper, proportional integral (PI) controller with hysteresis current controller (HCC) for brushless DC (BLDC) motor has designed and simulated. BLDC motors are more efficient, have a wider speed control range, and have a higher torque ratio. There are so many techniques, which can be used to regulate the speed of the brushless DC motor and limit the torque ripple. Due to the complexity of most methods and their disregarding of stator flux linkage control, high-speed performances are impractical. To overcome this problem, PI controller is used, which can proceed the current speed, evaluate this value to the operating point, and determine the frequency of the output signals. The motor has driven using a modified hysteresis controller, which limit the torque ripple and regulate the current under predetermined range. Through simulation results by using MATLAB software, the postulated three-phase BLDC motor control scheme’s viability and practical applicability are verified.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130560083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel Applications of Ant Colony Optimization with the Traveling Salesman Problem in DNA Sequence Optimization 蚁群优化及其在DNA序列优化中的新应用
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051206
Akshaya Kumar Mandal, Pankaj Kumar Deva Sarma
{"title":"Novel Applications of Ant Colony Optimization with the Traveling Salesman Problem in DNA Sequence Optimization","authors":"Akshaya Kumar Mandal, Pankaj Kumar Deva Sarma","doi":"10.1109/iSSSC56467.2022.10051206","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051206","url":null,"abstract":"The Ant Colony Optimization Algorithm is a novel optimization algorithm based on the intelligence of ant behavior, whereas the Traveling Salesman Problem is the problem of determining the shortest route between a group of cities that start in one city and visit each other city only once before returning to the starting (home) city. This study proposes an Ant Colony Optimization approach with the Traveling Salesman Problem (ACO-TSP) for DNA Sequence Optimizations. The proposed technique is a unique ant colony optimization approach for reconstructing DNA sequences from fragments of DNA. Existing meta-heuristics, on the other hand, are consistently outperformed in terms of performance by newly invented constructive heuristics. This model was developed based on these novel heuristics, with four nodes (cities) representing the four DNA bases. According to the findings of the experiments, the new approach is more reliable and generates higher-quality results.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121193340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Optic Disc Segmentation using Nonconvex Rank Approximation from Retinal Fundus Images 基于非凸秩逼近的视网膜眼底图像视盘分割
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051542
Satyabrata Lenka, Mayaluri Zefree Lazarus
{"title":"Optic Disc Segmentation using Nonconvex Rank Approximation from Retinal Fundus Images","authors":"Satyabrata Lenka, Mayaluri Zefree Lazarus","doi":"10.1109/iSSSC56467.2022.10051542","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051542","url":null,"abstract":"An essential step in the diagnosis of glaucoma is the accurate detection of the optic disc (OD). The increasing demand requires an effective and noninvasive retinal imaging tools to manage the growing retinal abnormality. A promising strategy in this area is the use of portable fundus cameras and handheld mobile cameras that are connected to a smartphone. In contrast to retinal images taken using traditional equipment, the fundus camera and smartphone images are frequently of poor quality and difficult to segment the optic disc due to nonuniform illumination and a small curved surface of the retina. To alleviate the segmentation problem, this paper proposed a non-convex rank approximation technique for efficient segmentation of optic disc. Adaboost, KNN, Randomforest and SVM are the four machine learning classifiers used after OD segmentation in order to compare the results of the proposed method and for better accuracy. This method achieved an accuracy of 89.25% using SVM classifier for REFUGE dataset.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127850156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Optimal siting and sizing of distributed generation in radial distribution system using artificial hummingbird algorithm 利用人工蜂鸟算法优化径向配电系统分布式发电的选址与规模
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051301
Deepak Rajwar, M. M. Sankar
{"title":"Optimal siting and sizing of distributed generation in radial distribution system using artificial hummingbird algorithm","authors":"Deepak Rajwar, M. M. Sankar","doi":"10.1109/iSSSC56467.2022.10051301","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051301","url":null,"abstract":"In the present article, a bio-inspired optimization method is used for finding the optimal rating and site of distributed generation (DG) in radial distribution systems (RDS). This problem accompanies reducing active power loss, reactive power loss, and total voltage deviation, which leads to save more energy of RDS. In the context of finding the optimal rating and site of the DG, the load flow approach is used and applied to 33 & 69 test bus systems. A comparative case study has been done between particle swarm optimization (PSO), grey wolf optimizer (GWO) and artificial hummingbird algorithm (AHA). Different case studies have been carried out to solve this multi-objective function while considering the equality and inequality constraints.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127352524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Data-Driven Apprehension of Cyber and Physical Anomalies in Distribution System 配电系统中网络和物理异常的数据驱动理解
2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Pub Date : 2022-12-15 DOI: 10.1109/iSSSC56467.2022.10051628
Divyangini Gyani, S. Sonal, S. Sahu, D. Ghosh, Pankaj Mishra, D. Acharya
{"title":"Data-Driven Apprehension of Cyber and Physical Anomalies in Distribution System","authors":"Divyangini Gyani, S. Sonal, S. Sahu, D. Ghosh, Pankaj Mishra, D. Acharya","doi":"10.1109/iSSSC56467.2022.10051628","DOIUrl":"https://doi.org/10.1109/iSSSC56467.2022.10051628","url":null,"abstract":"The modernization of the power system network with the integration of internet of things (IoT) has led to the threat of database attack along with the conventional physical anomalies such as LG-LL-LLG-LLLG faults. If these aberrations are not properly classified, it may lead to incorrect decisions for restoration. In this paper a 5-bus system and reconfigured IEEE 33 bus distribution system is developed in Typhoon HIL real time simulator to create a database for all possible types of aberrations which may exist in distribution system. Heterogeneous synchrophasor datasets obtained from the real time simulator are used for an accurate apprehension of data into faults, database attack and healthy condition of the system network. The tested model is also compared with existing supervised machine learning techniques to validate its efficacy.","PeriodicalId":334645,"journal":{"name":"2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131563809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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