Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932754
A. Elbaz, M. Güneser
To design an efficient, sustainable and feasible hybrid system sizing optimization should be applied. In this study, a hybrid power plant, which consists of an off-grid PV and wind energy system to supply the demand of solar energy research center in Libya, was designed. Crow search technique was applied to decrease the installation cost and operating cost by sizing each part of hybrid system. We optimized the number of PV modules, powers of wind turbines and capacities batteries. After offering the design of hybrid system, we compared performance of crow algorithm with particle swarm optimization algorithm performance. Regarding the comparison, crow algorithm results sign a better performance for sizing a lower cost hybrid power plant consists of PV and wind systems.
{"title":"Using Crow Algorithm for Optimizing Size of Wind Power Plant/Hybrid PV in Libya","authors":"A. Elbaz, M. Güneser","doi":"10.1109/ISMSIT.2019.8932754","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932754","url":null,"abstract":"To design an efficient, sustainable and feasible hybrid system sizing optimization should be applied. In this study, a hybrid power plant, which consists of an off-grid PV and wind energy system to supply the demand of solar energy research center in Libya, was designed. Crow search technique was applied to decrease the installation cost and operating cost by sizing each part of hybrid system. We optimized the number of PV modules, powers of wind turbines and capacities batteries. After offering the design of hybrid system, we compared performance of crow algorithm with particle swarm optimization algorithm performance. Regarding the comparison, crow algorithm results sign a better performance for sizing a lower cost hybrid power plant consists of PV and wind systems.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115975504","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932764
Özge P. Akkaş, Ertuğrul Çam
The necessity for Renewable Energy Resources (RES) has become a major issue due to the shortage of adequate fossil fuels recently. In addition to fossil fuel shortages, global warming is also an anxiety for a lot of countries and companies. These problems have led to the addition of a large number of renewable energy sources to modern distribution systems. However, due to the high integration of RES to these systems and the intermittent characteristic of sources such as wind and solar, it causes variable production and uncertainty in the power system. It is proposed as a solution to gather these resources together in order to solve the problems caused by the changeable outputs of these resources. Virtual Power Plant (VPP) is described as the management of distributed generation facilities, energy storage systems and controllable loads by an Energy Management System (EMS). In this study, the VPP model consists of renewable energy sources such as wind power plant (WPP), solar power plant (SPP), biogas power plant (BPP) and pumped hydro storage plant (PHSP) as an energy storage system (ESS). The aim of the VPP is to maximize the net daily profit in a 24 h time interval. The proposed mixed integer linear programming (MILP) optimization problem is modeled in GAMS software and solved using CPLEX.
{"title":"Optimal Operation of Virtual Power Plant in a Day Ahead Market","authors":"Özge P. Akkaş, Ertuğrul Çam","doi":"10.1109/ISMSIT.2019.8932764","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932764","url":null,"abstract":"The necessity for Renewable Energy Resources (RES) has become a major issue due to the shortage of adequate fossil fuels recently. In addition to fossil fuel shortages, global warming is also an anxiety for a lot of countries and companies. These problems have led to the addition of a large number of renewable energy sources to modern distribution systems. However, due to the high integration of RES to these systems and the intermittent characteristic of sources such as wind and solar, it causes variable production and uncertainty in the power system. It is proposed as a solution to gather these resources together in order to solve the problems caused by the changeable outputs of these resources. Virtual Power Plant (VPP) is described as the management of distributed generation facilities, energy storage systems and controllable loads by an Energy Management System (EMS). In this study, the VPP model consists of renewable energy sources such as wind power plant (WPP), solar power plant (SPP), biogas power plant (BPP) and pumped hydro storage plant (PHSP) as an energy storage system (ESS). The aim of the VPP is to maximize the net daily profit in a 24 h time interval. The proposed mixed integer linear programming (MILP) optimization problem is modeled in GAMS software and solved using CPLEX.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116793033","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932730
M. S. Mohammed, Seda Ustun Ercan
In this paper, safety based smart car parking guidance system has been designed and implemented using global system for mobile communications (GSM) technology and zigbee technology. It assists the drivers to overcome parking problems that usually occur in the urban areas, like time being wasted in looking for an available parking lot and keep on circling until they find a vacant parking spot. This system includes three modules: First, monitoring module; the drivers check on their mobile phones for an available parking spot in real time before arriving using short message service (SMS) without having to go online. Second, guidance module; an approach was suggested to determine the nearest vacant parking spots within the parking lot. This approach depends on the location of the vacant parking spot to the parking lot entrance, exite and pedestrian exit location. Third, safety module; the aim of designing this module is to provide a real time system capable of monitoring sudden events in the parking lot. In case of any emergency, the drivers will be alerted automatically through SMS.
{"title":"Safety Based Smart Parking Guidance System Using GSM and Zigbee","authors":"M. S. Mohammed, Seda Ustun Ercan","doi":"10.1109/ISMSIT.2019.8932730","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932730","url":null,"abstract":"In this paper, safety based smart car parking guidance system has been designed and implemented using global system for mobile communications (GSM) technology and zigbee technology. It assists the drivers to overcome parking problems that usually occur in the urban areas, like time being wasted in looking for an available parking lot and keep on circling until they find a vacant parking spot. This system includes three modules: First, monitoring module; the drivers check on their mobile phones for an available parking spot in real time before arriving using short message service (SMS) without having to go online. Second, guidance module; an approach was suggested to determine the nearest vacant parking spots within the parking lot. This approach depends on the location of the vacant parking spot to the parking lot entrance, exite and pedestrian exit location. Third, safety module; the aim of designing this module is to provide a real time system capable of monitoring sudden events in the parking lot. In case of any emergency, the drivers will be alerted automatically through SMS.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"252 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116116213","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932723
M. M. Alseed, Neslihan Karabacak, Z. Sari, E. Kaplanoglu
Hippotherapy is the use of horse riding for rehabilitation and therapeutic purpose, which has proven its efficiency in improving upper legs, lower back, trunk, and abdominal muscle strength. This project aims to design a portable system that monitors electrical activity generated by targeted muscles during hippotherapy and robotic hippotherapy sessions to provide therapists with a real-time evaluation. The system consists of two electromyography channels, a 5.0" TFT touch display, a microcontroller, and a boosted rechargeable Li-Po battery, with the appropriate basic electronic elements. The user interface is designed to be simple, easy to use, and it provides two different pieces information, each displayed on a separate page of the screen: The raw EMG signal from each channel as a function of time, and the average muscle activity level from each channel as a single gauge with two indicators.
{"title":"Portable EMG Monitoring System for Hippotherapy","authors":"M. M. Alseed, Neslihan Karabacak, Z. Sari, E. Kaplanoglu","doi":"10.1109/ISMSIT.2019.8932723","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932723","url":null,"abstract":"Hippotherapy is the use of horse riding for rehabilitation and therapeutic purpose, which has proven its efficiency in improving upper legs, lower back, trunk, and abdominal muscle strength. This project aims to design a portable system that monitors electrical activity generated by targeted muscles during hippotherapy and robotic hippotherapy sessions to provide therapists with a real-time evaluation. The system consists of two electromyography channels, a 5.0\" TFT touch display, a microcontroller, and a boosted rechargeable Li-Po battery, with the appropriate basic electronic elements. The user interface is designed to be simple, easy to use, and it provides two different pieces information, each displayed on a separate page of the screen: The raw EMG signal from each channel as a function of time, and the average muscle activity level from each channel as a single gauge with two indicators.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117106142","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932879
Mustafa Bayram Gücen, Hasan Aykut Karaboğa
In this article, we analyzed Pima Indians diabetes data with deep neural network. The data were fuzzified using Gaussian membership function, and also Gaussian function used for normalization. The normalized data and fuzzified data were processed with different deep neural networks. Obtained performance results were compared and performance scores showed that, results obtained with fuzzy data are more effective than the results obtained with normalized data. This new method can be used for the prediction of different medical datasets. Furthermore, it is also possible to benefit from this approach to analyze other type of datasets.
{"title":"Diabetes Data Analysis via Gaussian Membership Functions with Deep Neural Networks","authors":"Mustafa Bayram Gücen, Hasan Aykut Karaboğa","doi":"10.1109/ISMSIT.2019.8932879","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932879","url":null,"abstract":"In this article, we analyzed Pima Indians diabetes data with deep neural network. The data were fuzzified using Gaussian membership function, and also Gaussian function used for normalization. The normalized data and fuzzified data were processed with different deep neural networks. Obtained performance results were compared and performance scores showed that, results obtained with fuzzy data are more effective than the results obtained with normalized data. This new method can be used for the prediction of different medical datasets. Furthermore, it is also possible to benefit from this approach to analyze other type of datasets.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114917649","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932936
S. Musah, T. Medeni, Demet Soylu
Innovative technology is known of its crucial role towards cocoa production. Just as other cash crops, cocoa also generates income as well as offers direct or indirect employment to majority of people. Ghana is the second leading producer of cocoa beans in the world and has been earmarked as 2019 world’s fastest growing economy by IMF in its World Economic Outlook. IMF predicts a growth rate of 8.8% for Ghana and 7.5% for Cote D’Ivoire as the second runner up. This research therefore assessed the role of innovative technology in cocoa beans food supply chain.The main objective of this study was to evaluate the contributions made by innovative technology through the application of blockchain technology towards effectiveness of cocoa bean food supply chain. The study also looked into how blockchain technology contributed in addressing common unethical issues in cocoa production. To achieve these objectives, a secondary source of data was analyzed and questionnaire was also administered to various cocoa farmers.Earlier findings from the literature review and other existing academic sources suggested that cocoa bean food supply chain is quite cumbersome and complex. However, it was found that, the application of blockchain technology has increased traceability and transparency in cocoa bean supply chains. The study also revealed that unethical activities in cocoa industry have decreased drastically.The contributions made by the study to the existing body of literature are twofold: (1) it made us understood how innovative technology through blockchain positively affects cocoa production; (2) it also showed how blockchain technology can be incorporated into cocoa bean food supply chains to enhance transparency, traceability and mitigate unethical activities in cocoa production.
{"title":"Assessment of Role of Innovative Technology through Blockchain Technology in Ghana’s Cocoa Beans Food Supply Chains","authors":"S. Musah, T. Medeni, Demet Soylu","doi":"10.1109/ISMSIT.2019.8932936","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932936","url":null,"abstract":"Innovative technology is known of its crucial role towards cocoa production. Just as other cash crops, cocoa also generates income as well as offers direct or indirect employment to majority of people. Ghana is the second leading producer of cocoa beans in the world and has been earmarked as 2019 world’s fastest growing economy by IMF in its World Economic Outlook. IMF predicts a growth rate of 8.8% for Ghana and 7.5% for Cote D’Ivoire as the second runner up. This research therefore assessed the role of innovative technology in cocoa beans food supply chain.The main objective of this study was to evaluate the contributions made by innovative technology through the application of blockchain technology towards effectiveness of cocoa bean food supply chain. The study also looked into how blockchain technology contributed in addressing common unethical issues in cocoa production. To achieve these objectives, a secondary source of data was analyzed and questionnaire was also administered to various cocoa farmers.Earlier findings from the literature review and other existing academic sources suggested that cocoa bean food supply chain is quite cumbersome and complex. However, it was found that, the application of blockchain technology has increased traceability and transparency in cocoa bean supply chains. The study also revealed that unethical activities in cocoa industry have decreased drastically.The contributions made by the study to the existing body of literature are twofold: (1) it made us understood how innovative technology through blockchain positively affects cocoa production; (2) it also showed how blockchain technology can be incorporated into cocoa bean food supply chains to enhance transparency, traceability and mitigate unethical activities in cocoa production.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124672541","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932918
Mariama Ali Garba, B. Yesi̇lata
Hybrid Photovoltaic/Thermal systems, also called as PV/T systems or solar cogeneration systems, are innovative power generation technologies that convert solar radiation into usable thermal and electrical energy. Such systems combine a solar cell, which convert sunlight into electricity, with a solar thermal collector, which captures the remaining energy and removes waste heat from PV module. PV/T systems have a greater overall performance than the PV systems and solar thermal systems separately. In order to improve the performance of PV/T systems a lot of the studies have been done and researchers still keep on investigating these systems.A comprehensive review on these previous research studies are presented here. Many methods and approaches to enhance the performance of the PV/T systems are discussed along with the mathematical models used. The gaps in existing literature are identified and recommendations for future research are precisely outlined. It is emphasized here that only few experimental studies on PV/T systems based nanofluid materials are exist. Therefore, comprehensive experimental studies under real atmospheric conditions should be done with these systems, without neglecting effects of variations in mass flow rate of nanofluids,
{"title":"Use of Hybrid Photovoltaic-Thermal (PV/T) Solar Modules for Enhancing Overall System Efficiency","authors":"Mariama Ali Garba, B. Yesi̇lata","doi":"10.1109/ISMSIT.2019.8932918","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932918","url":null,"abstract":"Hybrid Photovoltaic/Thermal systems, also called as PV/T systems or solar cogeneration systems, are innovative power generation technologies that convert solar radiation into usable thermal and electrical energy. Such systems combine a solar cell, which convert sunlight into electricity, with a solar thermal collector, which captures the remaining energy and removes waste heat from PV module. PV/T systems have a greater overall performance than the PV systems and solar thermal systems separately. In order to improve the performance of PV/T systems a lot of the studies have been done and researchers still keep on investigating these systems.A comprehensive review on these previous research studies are presented here. Many methods and approaches to enhance the performance of the PV/T systems are discussed along with the mathematical models used. The gaps in existing literature are identified and recommendations for future research are precisely outlined. It is emphasized here that only few experimental studies on PV/T systems based nanofluid materials are exist. Therefore, comprehensive experimental studies under real atmospheric conditions should be done with these systems, without neglecting effects of variations in mass flow rate of nanofluids,","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"6 S2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120858049","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932937
Meral Kaya, Ahmet Bedri ÖZER, Öğr. Üyesi Soner Kiziloluk
In this study, Farmland Fertility Algorithm, which is one of the meta-heuristic optimization algorithms, has been investigated in detail. Three different approaches and different chaotic maps were used to generate the initial population of the algorithm. The chaotic mapped algorithms were tested with quality test functions and the performance of the algorithm was presented and interpreted through comparative tables and graphs. As a result of the tests, it was observed that the results of the approach of Generating the Whole Population and all dimensions with chaotic maps and the third approach in which the population was produced with one dimensional chaotic maps were generally similar or better with the Farmland Fertility Algorithm. In the second approach, it has been observed that the Farmland Fertility Algorithm, in which the tent (Tent) chaotic map is applied, produces more successful results for almost all dimensions and iterations. In the third approach, successful results were obtained in most of the chaotic map algorithms.
{"title":"Generating Initial Population of Farmland Fertility Algorithm with Chaotic Maps","authors":"Meral Kaya, Ahmet Bedri ÖZER, Öğr. Üyesi Soner Kiziloluk","doi":"10.1109/ISMSIT.2019.8932937","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932937","url":null,"abstract":"In this study, Farmland Fertility Algorithm, which is one of the meta-heuristic optimization algorithms, has been investigated in detail. Three different approaches and different chaotic maps were used to generate the initial population of the algorithm. The chaotic mapped algorithms were tested with quality test functions and the performance of the algorithm was presented and interpreted through comparative tables and graphs. As a result of the tests, it was observed that the results of the approach of Generating the Whole Population and all dimensions with chaotic maps and the third approach in which the population was produced with one dimensional chaotic maps were generally similar or better with the Farmland Fertility Algorithm. In the second approach, it has been observed that the Farmland Fertility Algorithm, in which the tent (Tent) chaotic map is applied, produces more successful results for almost all dimensions and iterations. In the third approach, successful results were obtained in most of the chaotic map algorithms.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128245756","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932792
Kaya Turgut, B. Kaleci
Mobile robots must be able to perceive their semantic location to perform the given tasks in the indoor environment. This problem is defined in the literature as place classification in which robot locations are classified semantically as room, corridor, and doorway. Deep learning techniques have been used for the semantic classification of the 2D laser data acquired by mobile robots. In this paper, a simple deep learning architecture consisting of only fully connected layers is proposed. The proposed architecture accepts 2D laser data without any pre-processing. The Freiburg79 dataset is used to test the proposed method. Since the dataset has data imbalance, the classification accuracy of the door is low in previous studies. The pose rotation was applied to overcome this problem. Intra-class variety was reduced and the classification accuracy of the door class is increased. In addition, the pre-processing and cost-sensitive learning techniques were applied to overcome the negative effects of the data imbalance on the Freiburg79 dataset. The proposed method was trained and tested using Freiburg79 laser data. Moreover, Freiburg52 test data was used to evaluate the success of architecture in different environments.
{"title":"A Deep Learning Architecture for Place Classification in Indoor Environment via 2D Laser Data","authors":"Kaya Turgut, B. Kaleci","doi":"10.1109/ISMSIT.2019.8932792","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932792","url":null,"abstract":"Mobile robots must be able to perceive their semantic location to perform the given tasks in the indoor environment. This problem is defined in the literature as place classification in which robot locations are classified semantically as room, corridor, and doorway. Deep learning techniques have been used for the semantic classification of the 2D laser data acquired by mobile robots. In this paper, a simple deep learning architecture consisting of only fully connected layers is proposed. The proposed architecture accepts 2D laser data without any pre-processing. The Freiburg79 dataset is used to test the proposed method. Since the dataset has data imbalance, the classification accuracy of the door is low in previous studies. The pose rotation was applied to overcome this problem. Intra-class variety was reduced and the classification accuracy of the door class is increased. In addition, the pre-processing and cost-sensitive learning techniques were applied to overcome the negative effects of the data imbalance on the Freiburg79 dataset. The proposed method was trained and tested using Freiburg79 laser data. Moreover, Freiburg52 test data was used to evaluate the success of architecture in different environments.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"96 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129699590","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}
Pub Date : 2019-10-01DOI: 10.1109/ISMSIT.2019.8932836
Israr Hussain, M. Zohaib, E. Babaei
High Step Up - High voltage gain converter is becoming the most productively converter now a days mostly in hybrid technology, mobile technology and for other portable devices that are in need of high voltages from low voltage input. Furthermore these converters are widely used in battery charging that includes Fuel cells as well. This Thesis discusses Simulate and proposed advancement in Developed High Step up Voltage DC to DC converter. Detailed analysis on Integration of Double Boost – SEPIC and CUK has been proposed. Proposed Topology contains multiple inductors with one controlled switch that will make a control mechanism useful for every application. Secondly voltage stresses across silicon conductor devices are very low. Conduction losses will also be reduced due to low voltage Stress. Reverse recovery current problem is also in under consideration of this thesis that will enables the use of Schotkey rectifiers. The keen purpose of the topology is to obtain the maximum output voltage with maximum voltage gain and less conduction losses reducing input ripple current. Without disturbing characteristics of Topology. A detailed analysis has been done on every converter separately and by integrating all converters to check the results. Mathematical equations are also derived for better understandings and simulation results are obtained as well.
{"title":"Analysis, Design and Simulation of High Step-Up Developed DC-DC Converter","authors":"Israr Hussain, M. Zohaib, E. Babaei","doi":"10.1109/ISMSIT.2019.8932836","DOIUrl":"https://doi.org/10.1109/ISMSIT.2019.8932836","url":null,"abstract":"High Step Up - High voltage gain converter is becoming the most productively converter now a days mostly in hybrid technology, mobile technology and for other portable devices that are in need of high voltages from low voltage input. Furthermore these converters are widely used in battery charging that includes Fuel cells as well. This Thesis discusses Simulate and proposed advancement in Developed High Step up Voltage DC to DC converter. Detailed analysis on Integration of Double Boost – SEPIC and CUK has been proposed. Proposed Topology contains multiple inductors with one controlled switch that will make a control mechanism useful for every application. Secondly voltage stresses across silicon conductor devices are very low. Conduction losses will also be reduced due to low voltage Stress. Reverse recovery current problem is also in under consideration of this thesis that will enables the use of Schotkey rectifiers. The keen purpose of the topology is to obtain the maximum output voltage with maximum voltage gain and less conduction losses reducing input ripple current. Without disturbing characteristics of Topology. A detailed analysis has been done on every converter separately and by integrating all converters to check the results. Mathematical equations are also derived for better understandings and simulation results are obtained as well.","PeriodicalId":169791,"journal":{"name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130835090","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：