2020 IEEE India Council International Subsections Conference (INDISCON)最新文献

Control of Four Tank System using Grasshopper Algorithm 基于Grasshopper算法的四缸系统控制

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00049

Chatti Venkata Nageswara Rao, M. Murty, Devendra Potnuru

引用次数: 0

Fine-Tuning of Learning Rate for Improvement of Object Detection Accuracy 提高目标检测精度的学习率微调

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00038

Anusha Chamarty

{"title":"Fine-Tuning of Learning Rate for Improvement of Object Detection Accuracy","authors":"Anusha Chamarty","doi":"10.1109/INDISCON50162.2020.00038","DOIUrl":"https://doi.org/10.1109/INDISCON50162.2020.00038","url":null,"abstract":"The ubiquitous applications like Autonomous vehicles, Biometric Recognition, Security in defence sector, Medical field for disease identification, Video surveillance and Scene understanding activated vast research in the realm of Deep Learning. Deep Learning techniques [1] have emerged as a powerful tool for Feature Extraction from images or videos and also led to remarkable breach in the field of Object Detection. The field of Deep Learning [2] is predominantly becoming popular due to the improvement of Convolution Neural Network (CNN) Architectures. The Deep Learning model's accuracy depends on various Hyper-Parameters such as 'Learning Rate', 'Batch Size', 'Epoch Rate', 'Optimization Function', 'Activation Function', 'Dropout Rate' etc. Identifying the best values of these Hyper-Parameters, improves the Object Detection accuracy. This paper mainly concentrates on the selection of a better value of 'Learning Rate', at which maximum Object Detection accuracy is obtained. Different Datasets are considered for analysis and the Learning Rate at which each dataset results better accuracy is identified. After rigorous experimentation, a relationship is formulated between 'Learning Rate' and 'Dataset Size' which holds good for any dataset.","PeriodicalId":371571,"journal":{"name":"2020 IEEE India Council International Subsections Conference (INDISCON)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123965496","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 Recent MPPT Algorithms for Thermoelectric Generator 热电发电机MPPT算法的比较分析

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00061

Adithya Chepuru, Saravanakumar R

引用次数: 0

Identifying Critical Risk Factors for Use of Digitalization in Construction Industry: A Case Study 识别建筑业使用数字化的关键风险因素:案例研究

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00036

Avirag Bajpai, S. Misra

{"title":"Identifying Critical Risk Factors for Use of Digitalization in Construction Industry: A Case Study","authors":"Avirag Bajpai, S. Misra","doi":"10.1109/INDISCON50162.2020.00036","DOIUrl":"https://doi.org/10.1109/INDISCON50162.2020.00036","url":null,"abstract":"Digitalization of construction processes is a present prerequisite for the construction firms to be in competitive position in this segment globally. It is essential to use and continue in construction for optimizing project time, project cost and top quality in construction operations. Digitalization prospects are not bounded to optimize construction operation and processes but also covered to visualize real time project management and further to enhance use of (IoT) Internet of Things in construction. To take it forward as a general practice to use digitalization in construction, main risk factors should be identified and studied prior to implementation. From the extensive literature review and input taken from industry experience professional's fourteen risk factors are identified and further ranking are established using Fuzzy TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) method. Loss of data privacy and security emerged as the biggest risk factor followed closely by improper user's skills and technical experiences. Deviation of policies, poor resource planning and business process change modality are other serious risk factors that slowdown the use of digitalization in construction. However this case study is aimed to focus the construction professionals regarding risk factor to use of digitalization concept in construction.","PeriodicalId":371571,"journal":{"name":"2020 IEEE India Council International Subsections Conference (INDISCON)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114856999","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

Design of a Power Electronic Drive for a Small Utility Electric Vehicle 小型多功能电动车动力电子驱动系统的设计

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00027

A. Mathew, R. Bindu, S. Thale

{"title":"Design of a Power Electronic Drive for a Small Utility Electric Vehicle","authors":"A. Mathew, R. Bindu, S. Thale","doi":"10.1109/INDISCON50162.2020.00027","DOIUrl":"https://doi.org/10.1109/INDISCON50162.2020.00027","url":null,"abstract":"Electric transportation is gaining momentum through the adoption of various e-mobility options such as Electric Vehicles (EV) based on Battery, Fuel Cell etc. The selection of a suitable motor with energy efficient power electronic drive is crucial for the EV. The EV drive should provide a smooth operation (less torque pulsation) with minimum losses over a wide range of speed. Fast dynamic response, good steady state response and minimum computational complexity of the control algorithm are also the inevitable requirements of an EV drive. This paper presents design considerations of a drive for a small utility EV intended for an urban driving cycle in India. The urban driving involves frequent and sudden variations in both speed and power, and hence it is recommended to use a high-performance control algorithm. The most popular control algorithms, Indirect Rotor Field Oriented Control (IFOC) based on hysteresis current control (HCC), Sine Pulse Width Modulation (SPWM) and Space Vector PWM (SVPWM) are simulated and analyzed in this paper. IFOC based on SVPWM is found to be the most effective method. The simulation of this project is completed and found to be satisfactory while the hardware is being developed.","PeriodicalId":371571,"journal":{"name":"2020 IEEE India Council International Subsections Conference (INDISCON)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117188839","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

Tracking Underwater Target Using Angles-only Measurements 使用角度测量跟踪水下目标

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00051

K. S., K. M, Kausar Jahan

引用次数: 0

Impact of Rider Optimization Algorithm Towards Optimal Container Resource Allocation 骑乘优化算法对集装箱资源最优分配的影响

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00064

K. Vhatkar, G. Bhole

引用次数: 0

Power Quality Improvement of Grid Connected PV System 并网光伏系统电能质量的改进

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00047

Bipin Singh, A. Verma, V. K. Giri

引用次数: 0

Analytical Study of Magnetic Field Intensity for various coils shapes 不同线圈形状的磁场强度分析研究

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/INDISCON50162.2020.00013

Rithvik Reddy Adapa, S. S. Nawaz, D. G. Padhan

{"title":"Analytical Study of Magnetic Field Intensity for various coils shapes","authors":"Rithvik Reddy Adapa, S. S. Nawaz, D. G. Padhan","doi":"10.1109/INDISCON50162.2020.00013","DOIUrl":"https://doi.org/10.1109/INDISCON50162.2020.00013","url":null,"abstract":"This paper analyzes different types of coil systems to produce volumes of uniform magnetic field. The square spiral coils are easier to implement than the circular ones. In this paper, a new analytical calculation for magnetic flux density of the spiral coils is presented, which is simpler than the greenhouse method. This paper presents a comparative study of the magnetic field distribution for circular and square coils. The magnetic flux density is obtained using the Biot-Savart law, furthermore a detailed analysis is performed in order to obtain simple mathematical expressions that relate the area, with uniform magnetic field, to the length of the different coils and number turns of the coils. Two adaptations of the Biot-Savart's law are developed in this paper which offer a means of calculating the flux density given the position of interest, the coil geometry, and the amount current passing through the coil. The calculation of the magnetic flux density using analytical formulas and finite element simulations are compared. Finally, a cube volume of uniform magnetic field in each coil is calculated. In this paper magnetic flux densities are determined for different currents at various locations for circular coil as well as square coil. Computational models are constructed and simulated using MATLAB software in order to validate the calculated results of the magnetic field distribution of each geometry considering similar parameters.","PeriodicalId":371571,"journal":{"name":"2020 IEEE India Council International Subsections Conference (INDISCON)","volume":"10 19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123932798","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

Message from the General Chairs INDISCON 2020 2020年印度discon大会主席致辞

2020 IEEE India Council International Subsections Conference (INDISCON) Pub Date : 2020-10-01 DOI: 10.1109/indiscon50162.2020.00005

引用次数: 0