{"title":"Estimation of S11 Values of Patch Antenna Using Various Machine Learning Models","authors":"R. Jain, Pinku Ranjan, P. Singhal, V. Thakare","doi":"10.1109/IATMSI56455.2022.10119256","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119256","url":null,"abstract":"Compact, wide-band, high efficiency, multiband, and relatively affordable antennas are required by recent advancements in wireless communications for use in modern applications. This work shows how machine learning methods can be used to predict the S11 (return loss) parameters of microstrip patch antenna. The same dimensions were used throughout the design process. The simulated dataset is utilized to create a Machine Learning model, which is then applied to predict the S11 values. The machine learning models like Decision Tree, Random Forest, XG Boost & KNN is also developed using the same dataset. When the anticipated result is compared, it is shown that the model using KNN yields superior results.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129855483","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}
{"title":"Modeling of Off-Board Solar Powered High Efficient Charging Station For Electric Vehicles","authors":"Padmaja Vaibhavi, A. Singhal","doi":"10.1109/IATMSI56455.2022.10119253","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119253","url":null,"abstract":"Now a days Electric Vehicles (EVs) plays a very vital role for sustaining a clean environment and also have the tremendous potential to wipe off the fossil fuel based engine from the recent market. The most challenging part is to provide the reliable charging solutions. Charging solutions must evolve to be grid-less in order to enable EVs global acceptance. This will boost the confidence of end-users to accept EVs. In addition to urban areas, the need for gridless charging solutions is more significant in remote areas. The ultimate goal of this paper is to illustrate the design and simulation of an optimized solar-powered off-grid charging station. In this design, a traditional P&O based MPPT algorithm is used for tracking the maximum power of the Photo voltaic (PV) system. A buck converter topology is used for a charge controller that regulates the voltage as per the requirement to charge the EVs battery of 48 V, 150 Ah. A three-stage charging methodology has been used for improving the overall charging efficiency up to 98.28% with a state of charge (SOC) 80.04% for continuous charging of the proposed system and also minimizes the charging time of 1 hr.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132660076","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}
Sheetal Patil, S. Patil, Akhil Bhall, Amay Rajvaidya, Himanshu Sehrawat, Avinash M. Pawar, Drishti Agarwal
{"title":"Tulsi Leaf Disease Detection using CNN","authors":"Sheetal Patil, S. Patil, Akhil Bhall, Amay Rajvaidya, Himanshu Sehrawat, Avinash M. Pawar, Drishti Agarwal","doi":"10.1109/IATMSI56455.2022.10119405","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119405","url":null,"abstract":"Since the start of the covid 19 pandemic, a wide range of medications have been produced and are currently being utilized to treat the disease. Tulsi, in addition to all of the chemical-based medications, is an herbal therapy that is particularly effective in the treatment of this ailment. Tulsi has been used to heal ailments and infections for millennia, particularly in India. Because we use tulsi for medicinal purposes, it's vital to monitor its health in order to reap the full benefits of its herbal properties. Plant diseases harm the health and growth of the plant. Disease detection in plants is crucial so that it can be treated before it spreads throughout the plant. To detect illnesses in tulsi leaves, we propose employing a model based on convolution neural networks. Image processing and CNN are widely employed. The prepared model extracts the image's key features and categorizes it into different disorders. The model has a 75 percent accuracy rate.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"49 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130866423","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}
{"title":"Preparation and characterization of zinc doped biphasic-calcium phopshate for biomedical application","authors":"H. Begam, Somali Mandal, A. Chanda, A. Barui","doi":"10.1109/IATMSI56455.2022.10119318","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119318","url":null,"abstract":"Biphasic calcium phosphate (BCP) has received lot of interest as an alternative bone graft substitute in bone tissue engineering applications. BCP is the mixture of hydroxyapatite (HAp) and $beta$ -TCP that have both osteoconductive and bioresorbable properties. The zinc ion has a well-established role in promoting new bone formation and, hence, incorporation of Zn into BCP is expected to improve its properties. In this study, we synthesized undoped and zinc-doped biphasic calcium phosphate in different weight ratios. Undoped and zinc-doped HAp and $beta$ -TCP were synthesized using a simple wet-chemical method. HAp $/beta$ -TCP powders were mixed in different ratios, like 50:50 and 60:40 weight ratio. After sintering at 1100°C, the BCP pellets were characterized using an X-Ray diffractometer. It was found that HAp was the primary phase in majority of all composites. The quantity of $beta$ - TCP was greater in the doped 50:50 composite than that of the other specimens. Raman spectroscopy revealed the presence of phosphate bands in all specimens. The zinc release study showed that up to 14 days after zinc release was consistently increased, and after 28 days, the release was reduced because of the development an apatite on surface.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134113803","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}
{"title":"Feedback Mechanism for Customer Care Service via Speech Emotion Recognition","authors":"Anuraj Singh, Praveen Kumar Sahu, Lakshya Bhardwaj","doi":"10.1109/IATMSI56455.2022.10119392","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119392","url":null,"abstract":"Speech Emotion Recognition is not a very active field of research. There are no standard models available. In this paper, we have used explicit feature engineering process instead of using a Neural Network model for feature extraction. Specific data augmentations are applied to generalize the data to a greater extent. A simple and more controllable yet, effective and efficient classifier is created with basic layers. The model contains just over 600K parameters. The accuracy achieved on unseen test data is 84%.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132285417","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}
{"title":"Analysis on Affect Recognition Methods in the Wild","authors":"Karishma Raut, Sujata Kulkarni","doi":"10.1109/IATMSI56455.2022.10119419","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119419","url":null,"abstract":"Affect recognition transition from laboratory-controlled to challenging in the wild conditions is an intense area of research, with a potentially long list of important application. Audio-visual modalities are significant contributors that provide rich contextual information from real world challenging corpora. These modalities can be explored for better discrimination of real world human emotions that are complex and compound. A comprehensive literature survey is carried out to identify the most relevant big databases and the way features are extracted and fused from visual and auditory data. The main focus is on recent state of Art research work using real-world corpora and the work comparing designed framework on controlled as well as in the wild data.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116349660","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}
Kiran Dasari, Nadipudi Arjun Sainath, B. Kumar, Vimal Manohar, A. V. Hemanth, K. S. Rao
{"title":"Design and Implementation of Multi-Mode Surveillance System for Several Applications","authors":"Kiran Dasari, Nadipudi Arjun Sainath, B. Kumar, Vimal Manohar, A. V. Hemanth, K. S. Rao","doi":"10.1109/IATMSI56455.2022.10119278","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119278","url":null,"abstract":"With the rise in crimes, thefts, stealing, burglary, and offensive violations in today's technological age, it is critical that we install cameras in every conceivable public place to discover accused / criminals / fled persons. Security agents, such as cops, use public camera footage to track down the accused's movements. People are assigned to this responsibility of watching the public camera recordings. These individuals must constantly watch the detected faces and compare them to the accused faces. However, because this is a continual process, there is a high risk of manual errors when utilizing this method. The accused person's face can also be discovered using this method, but by the time the assigned person tells the nearest police station, the accused person may have left/escaped. With all of these considerations in mind, it is necessary to avoid these blunders. Manual mistake in determining the perpetrator's face and relaying the information to officials swiftly are the main problems. Installing a camera with an already supplied data collection of suspected people can help cross-check the detected faces with the uploaded data set, which is the first issue. This improves the precision of the accused's detection. The second issue is telling officials about the suspected criminal or accused in a timely manner. If the installed camera has a transmitting unit, with the receiver on the official side and the transmitter on the camera end, this will work. The information is swiftly transmitted to the authorities, and there is a good possibility that the perpetrator will be apprehended. A frequency band is fundamental for any transmission to actually occur. The frequency ranges essential for the above-mentioned transferring data are 400–500 Hz and 900–1000 Hz. The LoRa module will be used to use these bandwidths.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114433498","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}
{"title":"Complexity Comparison of Empirical Mode Decomposition and Wavelet Decomposition Methods in the Detection of Ventricular Late Potential","authors":"Daphin Lilda S, Jayaparvathy R","doi":"10.1109/IATMSI56455.2022.10119348","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119348","url":null,"abstract":"Ventricular Late Potentials (VLPs) mark the electrical instability of myocardial tissues of the heart. It has been observed in medical researches that there is a direct link between sudden cardiac death due to arrhythmia and the presence of VLPs. Early detection of CVDs can be made possible by the detection of VLPs. The wavelet-based decomposition is the most widely used method in literature however due to the multiple stages involved in the wavelet-based decomposition the computational complexity of the system is high. This paper proposes VLP detection method using the Empirical Mode Decomposition (EMD) which is simple and more efficient. The ECG signal is initially filtered and the consecutive individual beats in the ECG are averaged to obtain the Signal Averaged ECG (SAECG). The EMD is applied to the obtained SAECG which decomposes the signal into corresponding Intrinsic Mode Functions (IMFs) from which the presence of VLPs can be detected. The proposed method captures even the lowest intensity deviation present in a signal. In addition to this the Wavelet decomposition is found to be two times more complex compared to the EMD based method with respect to the number of samples given.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128210319","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}
Mangal S. Kushwah, M. Azeem, Prasanth Kumar, A. Singhal, P. Rajawat
{"title":"Hybrid Renewable Energy Based Electric Vehicle Eco-Friendly Charging Station","authors":"Mangal S. Kushwah, M. Azeem, Prasanth Kumar, A. Singhal, P. Rajawat","doi":"10.1109/IATMSI56455.2022.10119412","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119412","url":null,"abstract":"Vehicles are regarded as necessary element in daily life for various transportations. Increasing global concern over air pollution encouraged us to switching to electric vehicles. Consequently, it is crucial to have a broad infrastructure of charging stations. Hybrid renewable energy-based charging stations will help us in achieving healthy environment and less load on main grid. This paper conducts a literature review on EV charging stations based on hybrid renewable energy resources, power management systems, methodologies to attain the maximum power from renewable energy resources, mainly wind and solar energy.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134025499","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}
{"title":"A Modified Perturb and Observe Maximum Power Point Tracking Technique for Handling Partial Shading","authors":"Saurabh Pal, A. Singhal, Subinoy Roy","doi":"10.1109/IATMSI56455.2022.10119319","DOIUrl":"https://doi.org/10.1109/IATMSI56455.2022.10119319","url":null,"abstract":"To ensure that solar PV is operating at its peak efficiency, management approaches for solar PV operation are needed. Photovoltaic PV's current-voltage and power-voltage characteristics show several steps and many peaks when exposed to partial shadowing. It's possible to distinguish between LMPPs (local maximum power points) and an overall maximum power point (GMPP). Perturb and Observe is one of the high-power point techniques. This method is frequently used due to its ease of implementation and lower cost when compared to alternative methods. However, in the case of partial shading, this approach is unable to tell the difference between the local and global maximum power points. The standard perturbs and observe method's flaws will be fixed by the Modified Perturb and Observe Method, which is currently under development. Partial shadowing may now be detected using this new approach, and the position of both GMPP and LMPP can then be determined. The MATLAB/ SIMULINK-implemented boost converter and a photovoltaic system make up the test bed system. The suggested approach's functioning was verified by comparing the findings to those obtained using the more traditional “Ordinary Perturb and Observe” method. Researchers were able to use the novel approach in both natural and shady lighting situations to accurately measure the maximum power point. As well as being more precise, it is also quicker than previous approaches. So, the new technology dramatically improved efficiency and increased the amount of energy that could be harvested from solar PV arrays. In both partial shading and non-shading, the suggested model works well.","PeriodicalId":221211,"journal":{"name":"2022 IEEE Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)","volume":"201 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133654315","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}