2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)最新文献_第3页

Machine Learning based Approach in Building QSAR Models for the Study of Asparagine Endopeptidase 基于机器学习的天冬酰胺内肽酶QSAR模型构建方法

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641299

N. Das, P. Achary

{"title":"Machine Learning based Approach in Building QSAR Models for the Study of Asparagine Endopeptidase","authors":"N. Das, P. Achary","doi":"10.1109/APSIT52773.2021.9641299","DOIUrl":"https://doi.org/10.1109/APSIT52773.2021.9641299","url":null,"abstract":"Recently the significance of chemometrics in Quantitative structure-activity relationship (QSAR) study has picked up the pace for dealing with a huge amount of information for discovering potential compounds from large databases. The process of selecting descriptors from a large number of physicochemical parameters has become very critical in building QSAR models. Machine learning techniques like evolutionary algorithms can be implemented for this purpose. As the Genetic algorithm (GA) can select optimal descriptors from a large set in minimum time with the help of its stochastic nature, in this work genetic algorithm(GA) has been used to develop QSAR models to predict the inhibition activity of Asparagine endopeptidase (AEP) which is an important enzyme having a key role in the treatment of breast cancer, colorectal cancer, gastric cancer, and tumors. Models were built using a set of 60 organic compounds showing excellent experimental interaction with the AEP enzyme. GA-based molecular docking has also been performed to validate the inhibition potency of the studied ligands. The ligand number 4 showed the least binding energy as −8.9. The ligand 4 formed 5 hydrogen bonds with the protein showing greater inhibition capability for AEP.","PeriodicalId":436488,"journal":{"name":"2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123824380","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

Diagnosis of PQ Disturbances using Local mean decomposition based SVD entropy and modified K-means clustering 基于SVD熵和改进K-means聚类的局部均值分解诊断PQ干扰

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641298

Lipsa Priyadarshini, E. N. Prasad, P. Dash

{"title":"Diagnosis of PQ Disturbances using Local mean decomposition based SVD entropy and modified K-means clustering","authors":"Lipsa Priyadarshini, E. N. Prasad, P. Dash","doi":"10.1109/APSIT52773.2021.9641298","DOIUrl":"https://doi.org/10.1109/APSIT52773.2021.9641298","url":null,"abstract":"This paper presents a novel approach for diagnosing and classifying frequently encountered islanding and power quality (PQ) disturbances in a multiple distributed generation (DG) system. To obtain noise-decomposed signals, the Local mode decomposition (LMD) technique is initially applied that results in a series of product functions (PFs). The selection of the sensitive PF component consisting of the most sensitive information related to the type of fault is determined by the singular value decomposition (SVD) based entropy method. Further to extract the underlying physical characteristics from the selected PF components, two feature extraction indices (FEIs) i.e. energy operator (EO) and mutual information entropy (MIE) are proposed resulting in a feature matrix. Finally, the obtained feature matrix is normalized and given as input to the modified K-means clustering method for classifying the proposed PQDs. With maximum classification accuracy (CA) and less computational time, the proposed system proves its efficacy and robustness in comparison to the traditional K-means clustering method.","PeriodicalId":436488,"journal":{"name":"2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)","volume":"491 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122502080","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

Visual Comfort for a Green Office Building: An Overview 绿色办公建筑的视觉舒适性研究综述

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641401

A. Al-Shetwi, M. A. Abdullah, T. S. Babu, M. Mansor, P. Satpathy, Khaled Alzaareer

引用次数: 0

A New Pi-based Chaotic Map for Image Encryption 一种新的基于pi的图像加密混沌映射

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641441

U. Erkan, A. Toktas, Feyza Toktas

引用次数: 3

Network Forensics: An approach towards detecting Cyber Crime 网络取证:一种检测网络犯罪的方法

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641399

Amarnath Mishra, Chintan Singh, Ayushi Dwivedi, Debabrata Singh, A. Biswal

{"title":"Network Forensics: An approach towards detecting Cyber Crime","authors":"Amarnath Mishra, Chintan Singh, Ayushi Dwivedi, Debabrata Singh, A. Biswal","doi":"10.1109/APSIT52773.2021.9641399","DOIUrl":"https://doi.org/10.1109/APSIT52773.2021.9641399","url":null,"abstract":"In this era of digitalization, huge amount of traffic is exchanged all over the world. Whether mobile, laptop or any other device, even the smallest of transferred data will leave a trace. This is a very good and enhancing approach towards detecting criminal activities by analyzing the network traffic of the source computer. Network data is however more unpredictable and volatile as compared to the preserved data. Investigators mostly analyze the firewall, packet transfer and other details. Generally, there are two type of systems used to analyze the network traffic like “catch me if you can” in which packets are captured and stored in the system in a batch mode or “stop, look and listen” where the data is analyzed sequentially in memory and only useful data is stored for further. This study can efficiently be done by packet analyzer which is an open source tool built to study the packets and various aspects of their behavior. The sole purpose of this paper is to understand how important network forensic is and how can this packet analyzer can help in finding out the suspicious packets in network and hence providing secure network and also conducting network forensics in various aspects such as port filtering, following up a packet, collecting raw data, tracing up a network threat, converting channels etc.","PeriodicalId":436488,"journal":{"name":"2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116578724","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: 2

Stability Analysis of Fractional-Order Filters Realized with PMMA Coated Elements PMMA包覆元件实现分数阶滤波器的稳定性分析

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641117

K. Biswal, S. Kar, M. Tripathy

引用次数: 4

Analysis of Operation of Sensorless Brushless DC Motor Using Zero Crossing Point Algorithm 零交叉点算法分析无传感器直流无刷电机的运行

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641261

Manasi Patro

引用次数: 0

Enhancement of dynamic stability of power system by optimal STATCOM control action 最优STATCOM控制作用对电力系统动态稳定性的增强

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641355

Samarjeet Satapathy, Narayan Nahak, A. Patra

引用次数: 2

Fabrication of Single Crystalline Zn0.85Cu0.15O Film Using CWD Coating Technique CWD镀膜技术制备Zn0.85Cu0.15O单晶薄膜

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641420

A. Das, S. Kamilla, P. Pattanaik, D. Mishra, Rinkee Das

{"title":"Fabrication of Single Crystalline Zn0.85Cu0.15O Film Using CWD Coating Technique","authors":"A. Das, S. Kamilla, P. Pattanaik, D. Mishra, Rinkee Das","doi":"10.1109/APSIT52773.2021.9641420","DOIUrl":"https://doi.org/10.1109/APSIT52773.2021.9641420","url":null,"abstract":"On view of several potential applications in the field of spintronics, optoelectronics and sensor-based devices; undoped and doped ZnO has been attracting a lot of attention to fabricate high quality single crystalline thin films. It is also essential to fabricate good quality and highly reproducible film with low cost. Taking this into view, we have synthesized Cu doped ZnO (Zn0.85Cu0.15O) by chemical wet and dry (CWD) coating technique indigenously developed in our lab. The developed set up has in-situ annealing facility for which post annealing is not required. In the beginning, highly pure Cu doped ZnO powders were synthesized by chemical route which is completely polycrystalline in nature. Then these polycrystalline powders were considered for preparation of solution with various molar concentrations, for fabrication of film of Cu doped ZnO. The synthesis parameters like driving speed of the gear for vertical movement of the substrate and molar concentration of solution were varied. It is observed from the XRD pattern that the synthesized film has grown in a particular orientation to form a layer which is single crystalline in nature. The electrical characterization has been carried out by Hall effect measurement set up.","PeriodicalId":436488,"journal":{"name":"2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117086171","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

Combined AGC and ELD analysis of a multi area power system with WCA based PID Controller 基于WCA PID控制器的多区域电力系统AGC与ELD的结合分析

2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT) Pub Date : 2021-10-08 DOI: 10.1109/APSIT52773.2021.9641390

D. Mishra, Srikanta Mohapatra, P. Sahu, R. Prusty, Krushna Keshab Baral

{"title":"Combined AGC and ELD analysis of a multi area power system with WCA based PID Controller","authors":"D. Mishra, Srikanta Mohapatra, P. Sahu, R. Prusty, Krushna Keshab Baral","doi":"10.1109/APSIT52773.2021.9641390","DOIUrl":"https://doi.org/10.1109/APSIT52773.2021.9641390","url":null,"abstract":"The research paper has addressed on combined action of automatic generation control (AGC) and economic load dispatch (ELD) of an interconnected power system in a common research frame. Different control actions need to be employed to pertain necessary controls in the power system. In this regard, current research paper proposes a robust Proportional Integral and Derivative (PID) controller as primary and secondary controller for this combined research work. The primary PID controller especially meant for only ELD concern, however the secondary PID controller works for the AGC analysis. The function of the primary controller is to control the generation of plant with optimum and cost effective without violating the generation limit. Whereas the responsibility of the secondary controller is maintain stability over system frequency and scheduled tie-line power under any uncertainties. Further, the paper has suggested a novel water cycle algorithm (WCA) to select optimal parameters of the proposed PID controller under any operating situations. Finally, various comparative studies have been synthesized to defend supremacy of the proposed PID controller over PI controller.","PeriodicalId":436488,"journal":{"name":"2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125759172","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: 2