Pub Date : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036530
Poushali Pal, A. Parvathy, K. Devabalaji
In today’s world virtual power plant plays a major role to aggregate distributed energy resources (DERs) to the electricity market. The procedure, objectives and the scheduling problems of DERs is a very important issue in the power system. This problem can be eliminated by VPP concept. Virtual power plant can be employed for different purposes and has its own special significance. So, a thorough literature review is necessary in this field. In this paper the optimization techniques of VPP is studied from various aspects and with different framework. A framework of optimal operation is presented in this review.
{"title":"A broad review on optimal operation of Virtual power plant","authors":"Poushali Pal, A. Parvathy, K. Devabalaji","doi":"10.1109/ICPEDC47771.2019.9036530","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036530","url":null,"abstract":"In today’s world virtual power plant plays a major role to aggregate distributed energy resources (DERs) to the electricity market. The procedure, objectives and the scheduling problems of DERs is a very important issue in the power system. This problem can be eliminated by VPP concept. Virtual power plant can be employed for different purposes and has its own special significance. So, a thorough literature review is necessary in this field. In this paper the optimization techniques of VPP is studied from various aspects and with different framework. A framework of optimal operation is presented in this review.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125255637","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036480
S. Seralathan, J.S Revanth Gupta, T. Micha Premkumar, R. Balaji, D. Prasanth, V. Hariram
The drawbacks faced in HAWT and VAWT is overcome by cross axis wind turbine (CAWT) which exploits wind energy irrespective of wind direction. Experimental and numerical investigations are performed to study the performance parameters of CAWT and understand the flow physics. Experimental investigations are done by varying the wind velocity from 4m/s to 10m/s using mechanical loading. In general, coefficient of power ($mathrm{C}_{mathrm{p}}$) value of CAWT gradually increases and it reaches the maximum value around tip speed ratio 1.20. A peak $mathrm{C}_{mathrm{p}}$ value of 0.02385 is obtained for wind velocity V=10m/s. Numerical investigations using ANSYS CFX revealed the formation of vortex in CAWT. The size of vortex observed gets reduced as the wind velocity is increased resulting into improved performance for CAWT. On comparing the $mathrm{C}_{mathrm{p}}$ value of CAWT with existing VAWTs, it is observed that it is higher. The peak $mathrm{C}_{mathrm{p}}$ value is 177% more compared to existing VAWTs. Based on this study, it can be concluded that CAWT design enables it to give an enhanced performance by extracting wind energy from both horizontal and vertical wind components.
{"title":"Experimental and Numerical Studies on a Cross Axis Wind Turbine","authors":"S. Seralathan, J.S Revanth Gupta, T. Micha Premkumar, R. Balaji, D. Prasanth, V. Hariram","doi":"10.1109/ICPEDC47771.2019.9036480","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036480","url":null,"abstract":"The drawbacks faced in HAWT and VAWT is overcome by cross axis wind turbine (CAWT) which exploits wind energy irrespective of wind direction. Experimental and numerical investigations are performed to study the performance parameters of CAWT and understand the flow physics. Experimental investigations are done by varying the wind velocity from 4m/s to 10m/s using mechanical loading. In general, coefficient of power ($mathrm{C}_{mathrm{p}}$) value of CAWT gradually increases and it reaches the maximum value around tip speed ratio 1.20. A peak $mathrm{C}_{mathrm{p}}$ value of 0.02385 is obtained for wind velocity V=10m/s. Numerical investigations using ANSYS CFX revealed the formation of vortex in CAWT. The size of vortex observed gets reduced as the wind velocity is increased resulting into improved performance for CAWT. On comparing the $mathrm{C}_{mathrm{p}}$ value of CAWT with existing VAWTs, it is observed that it is higher. The peak $mathrm{C}_{mathrm{p}}$ value is 177% more compared to existing VAWTs. Based on this study, it can be concluded that CAWT design enables it to give an enhanced performance by extracting wind energy from both horizontal and vertical wind components.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114604952","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036682
Niteesh S. Shanbog, Yashodhan P. Agalgaonkar, U. Rajarathnam
The non-conventional generation sources like solar and fuel cell connected to microgrids generate power in DC. There is also a significant load which can be supplied with DC power. This has stimulated research in DC microgrids. The futuristic technology trend is the role of Hydrogen in microgrids as storage, in fuel cell and for mobility applications. However, a microgrid comprising of hydrogen necessitates a robust financial analysis. This paper deals with the financial modelling of the hydrogen in a microgrid. The optimization-based planning of a DC microgrid system which uses solar, hydrogen is proposed. Various economic factors like Net Present Cost, Operational Cost, Initial Capital and the Cost of Energy Unit are calculated for various topologies. The financial analytical methodology discussed can also be broadly used to design cost-effective microgrid architecture.
{"title":"A Financial Feasibility Analysis of Hydrogen in Microgrids","authors":"Niteesh S. Shanbog, Yashodhan P. Agalgaonkar, U. Rajarathnam","doi":"10.1109/ICPEDC47771.2019.9036682","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036682","url":null,"abstract":"The non-conventional generation sources like solar and fuel cell connected to microgrids generate power in DC. There is also a significant load which can be supplied with DC power. This has stimulated research in DC microgrids. The futuristic technology trend is the role of Hydrogen in microgrids as storage, in fuel cell and for mobility applications. However, a microgrid comprising of hydrogen necessitates a robust financial analysis. This paper deals with the financial modelling of the hydrogen in a microgrid. The optimization-based planning of a DC microgrid system which uses solar, hydrogen is proposed. Various economic factors like Net Present Cost, Operational Cost, Initial Capital and the Cost of Energy Unit are calculated for various topologies. The financial analytical methodology discussed can also be broadly used to design cost-effective microgrid architecture.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123856517","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036546
U. Ramani, S.Sathiesh kumar, T. Santhoshkumar, M. Thilagaraj
In today’s scenario all the technologies are operated in automatic condition from anywhere around the world. Based on our government system first 100 unit of energy is not calculated by energy meter, which is used to calculate the electricity consumed unit in the consumer node. Generally the IoT’s are used for home automation application such as fan and lamp was controlled by mobile phones based on cloud platform. The existing microcontroller is used to control only one data at a time for cloud based process. However to control the data but cannot provide continues energy to the consumer node. This cloud platform is only stores the dates and control to the controller parts with use of ThinkSpeak website. But in this paper deals with monitoring the energy from the solar and energy meter with help of Arduino controller and home automation is done by IoT with Esp8266 Wifi module. This module is used for control both the data’s and monitoring the energy level of the consumer side. The data from solar and energy meter is sent to the cloud through the Wi-fi module and these data’s are dumped into the arudino controller. The controller controls both the data’s parallely with help of IoT and data’s are displayed in LCD. Thus the results of IoT energy from solar and energy meter are provides continues energy to the consumer for home appliances.
{"title":"IoT Based Energy Management for Smart Home","authors":"U. Ramani, S.Sathiesh kumar, T. Santhoshkumar, M. Thilagaraj","doi":"10.1109/ICPEDC47771.2019.9036546","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036546","url":null,"abstract":"In today’s scenario all the technologies are operated in automatic condition from anywhere around the world. Based on our government system first 100 unit of energy is not calculated by energy meter, which is used to calculate the electricity consumed unit in the consumer node. Generally the IoT’s are used for home automation application such as fan and lamp was controlled by mobile phones based on cloud platform. The existing microcontroller is used to control only one data at a time for cloud based process. However to control the data but cannot provide continues energy to the consumer node. This cloud platform is only stores the dates and control to the controller parts with use of ThinkSpeak website. But in this paper deals with monitoring the energy from the solar and energy meter with help of Arduino controller and home automation is done by IoT with Esp8266 Wifi module. This module is used for control both the data’s and monitoring the energy level of the consumer side. The data from solar and energy meter is sent to the cloud through the Wi-fi module and these data’s are dumped into the arudino controller. The controller controls both the data’s parallely with help of IoT and data’s are displayed in LCD. Thus the results of IoT energy from solar and energy meter are provides continues energy to the consumer for home appliances.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121570630","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036495
K. Dhayalini, A. Prabhu
In this paper the integration of thermal generators with wind units are considered and the solution of wind thermal dispatch problem using Flower Pollination Algorithm (FPA) is implemented. This algorithm is implemented to find the minimum production cost with valve effects of thermal units included. The approach is validated using two IEEE test systems consisting of six and thirteen units with a wind farm of 100MW capacity. The analysis is carried out neglecting the transmission losses. Simulation results predict the inclusion of wind power reduces the overall production cost.
{"title":"Optimization of wind thermal coordination dispatch using Flower Pollination Algorithm","authors":"K. Dhayalini, A. Prabhu","doi":"10.1109/ICPEDC47771.2019.9036495","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036495","url":null,"abstract":"In this paper the integration of thermal generators with wind units are considered and the solution of wind thermal dispatch problem using Flower Pollination Algorithm (FPA) is implemented. This algorithm is implemented to find the minimum production cost with valve effects of thermal units included. The approach is validated using two IEEE test systems consisting of six and thirteen units with a wind farm of 100MW capacity. The analysis is carried out neglecting the transmission losses. Simulation results predict the inclusion of wind power reduces the overall production cost.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123066180","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036543
G. Ayyappan, Narayanan K Nikhil, Raghavan. M Raja, V. Pandi, T. S. Angel, B. R. Babu
Electric motors are one of the biggest consumers of electricity across the world. They account for almost 40-45% of the electricity utilized by the industry. This growth is almost two times fast as the comprehensive demand for energy across the world and it is the highest since 2010. Therefore, the use of electrical motors should be in an efficient way, so that energy consumption will be kept under minimum value. Life Cycle Assessment (LCA) of an electric motor is the method of finding the whole impact it will have during the total lifetime Predictive maintenance is one of the few methods for making the motor work in its full potential. This study focuses on different LCA techniques and maintenance techniques of electric motors.
{"title":"Electrical Motor Maintenance Techniques and Life Cycle Assessment- A Review with Case Studies","authors":"G. Ayyappan, Narayanan K Nikhil, Raghavan. M Raja, V. Pandi, T. S. Angel, B. R. Babu","doi":"10.1109/ICPEDC47771.2019.9036543","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036543","url":null,"abstract":"Electric motors are one of the biggest consumers of electricity across the world. They account for almost 40-45% of the electricity utilized by the industry. This growth is almost two times fast as the comprehensive demand for energy across the world and it is the highest since 2010. Therefore, the use of electrical motors should be in an efficient way, so that energy consumption will be kept under minimum value. Life Cycle Assessment (LCA) of an electric motor is the method of finding the whole impact it will have during the total lifetime Predictive maintenance is one of the few methods for making the motor work in its full potential. This study focuses on different LCA techniques and maintenance techniques of electric motors.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123196886","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036549
R. Parasuraman, K. Rathnakannan
In this paper, modeling and simulation study of energy harvested nano electronics of PV device and its functions under different light intensity have been discussed. The emitter layer of the proposed solar cell has been designed to enhance the photocurrent efficiency even at low electric field. The Electron-hole pair generation of the proposed model is increased to $4.9^{star}10^{28}[1/(mathrm{m}^{2_{star}}s)]$ due to optimized intrinsic $Momathrm{S}_{2}$ layer thickness. As a result, the charge carriers distribution enhanced the carrier collection efficiency in the absorber layer. This study reveals that the proposed Energy harvesting device Open-circuit Voltage ($mathrm{V}_{0mathrm{C}}$) and Short circuit Current density(Jsc) are 1.982[V], 31.22[mA/cm2]. respectively and its efficiency found to be 31.91 %. These simulations showed that can be environmental stability and excellent carrier distribution solar cell.
{"title":"Efficient Electron Carrier distribution of n+ MoS2/i-MoS2/p-Si Heterojunction Solar Cell","authors":"R. Parasuraman, K. Rathnakannan","doi":"10.1109/ICPEDC47771.2019.9036549","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036549","url":null,"abstract":"In this paper, modeling and simulation study of energy harvested nano electronics of PV device and its functions under different light intensity have been discussed. The emitter layer of the proposed solar cell has been designed to enhance the photocurrent efficiency even at low electric field. The Electron-hole pair generation of the proposed model is increased to $4.9^{star}10^{28}[1/(mathrm{m}^{2_{star}}s)]$ due to optimized intrinsic $Momathrm{S}_{2}$ layer thickness. As a result, the charge carriers distribution enhanced the carrier collection efficiency in the absorber layer. This study reveals that the proposed Energy harvesting device Open-circuit Voltage ($mathrm{V}_{0mathrm{C}}$) and Short circuit Current density(Jsc) are 1.982[V], 31.22[mA/cm2]. respectively and its efficiency found to be 31.91 %. These simulations showed that can be environmental stability and excellent carrier distribution solar cell.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122916842","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036648
R. Seetharaman, L.Harihara Subramaniam, S. Ramanathan
This project enhances the security in which Ad Hoc On-Demand Distance Vector (AODV) routing protocol for MANETs with the game theoretical approach. This is achieved by using public key and private key for encryption and decryption processes. Proactive and reactive method is implemented in the proposed system. Reactive method is done in identification process but in proactive method is used to identify the nodes and also block the hackers node, then change the direction of data transmission to good nodes. This application can be used in military, research, confidential and emergency circumferences.
{"title":"Mobile Ad Hoc Network for Security Enhancement","authors":"R. Seetharaman, L.Harihara Subramaniam, S. Ramanathan","doi":"10.1109/ICPEDC47771.2019.9036648","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036648","url":null,"abstract":"This project enhances the security in which Ad Hoc On-Demand Distance Vector (AODV) routing protocol for MANETs with the game theoretical approach. This is achieved by using public key and private key for encryption and decryption processes. Proactive and reactive method is implemented in the proposed system. Reactive method is done in identification process but in proactive method is used to identify the nodes and also block the hackers node, then change the direction of data transmission to good nodes. This application can be used in military, research, confidential and emergency circumferences.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123285236","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036620
R. Ramaprabha, S. Malathy, N. Ramya Krishnan
Reduced component count (RCC) inverters are being explored extensively due to better reliability and level to switch ratio. In this paper, analysis is performed on a RCC multilevel inverter that can generate 9 levels on symmetric mode and 17 levels on the asymmetric mode. The analysis is done with fundamental PWM techniques like Half Height (HH) method, Equal-Phase (EP) method, Half Equal Phase (HEP) method and Feed-Forward (FF) method. The performance is analysed through MATLAB based simulations and the comparison on the harmonic distortion is presented.
{"title":"A 17-Level Asymmetric Multilevel Inverter with Fundamental Frequency PWM Schemes","authors":"R. Ramaprabha, S. Malathy, N. Ramya Krishnan","doi":"10.1109/ICPEDC47771.2019.9036620","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036620","url":null,"abstract":"Reduced component count (RCC) inverters are being explored extensively due to better reliability and level to switch ratio. In this paper, analysis is performed on a RCC multilevel inverter that can generate 9 levels on symmetric mode and 17 levels on the asymmetric mode. The analysis is done with fundamental PWM techniques like Half Height (HH) method, Equal-Phase (EP) method, Half Equal Phase (HEP) method and Feed-Forward (FF) method. The performance is analysed through MATLAB based simulations and the comparison on the harmonic distortion is presented.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128308915","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 : 2019-08-01DOI: 10.1109/ICPEDC47771.2019.9036665
M. Muthiah, E. Logashamugam, B. V. Reddy
Positron Emission Tomography (PET) and Magnetic Resonance Imaging (MRI) are the two oldest modalities for the detection of brain tumor. These two images provide complementary information. Physicians have to analyze both the images in order to make a decision. Rather than analyzing two different images, it would be better if these images are combined together as a single image. Image fusion refers to the process of combining two different images into a single image. In this research work, a novel feature based image fusion is performed on both MRI and PET images using Convolutional Neural Network (CNN) by extracting features. Features representing texture, shape, edges and other discontiuites are extracted and are then combined to form the output image. Signal to Noise Ratio (SNR) which provides the information present in the input image (<40 represents usefule information in the image) and entropy (entropy approaching one indicates more information) are used as objective measures. Entropy and SNR are higher for CNN based image fusion than that of Discrete Wavelet Transform (DWT). It implies that information from both the input images is available in the output image.
{"title":"Fusion of MRI and PET Images Using Deep Learning Neural Networks","authors":"M. Muthiah, E. Logashamugam, B. V. Reddy","doi":"10.1109/ICPEDC47771.2019.9036665","DOIUrl":"https://doi.org/10.1109/ICPEDC47771.2019.9036665","url":null,"abstract":"Positron Emission Tomography (PET) and Magnetic Resonance Imaging (MRI) are the two oldest modalities for the detection of brain tumor. These two images provide complementary information. Physicians have to analyze both the images in order to make a decision. Rather than analyzing two different images, it would be better if these images are combined together as a single image. Image fusion refers to the process of combining two different images into a single image. In this research work, a novel feature based image fusion is performed on both MRI and PET images using Convolutional Neural Network (CNN) by extracting features. Features representing texture, shape, edges and other discontiuites are extracted and are then combined to form the output image. Signal to Noise Ratio (SNR) which provides the information present in the input image (<40 represents usefule information in the image) and entropy (entropy approaching one indicates more information) are used as objective measures. Entropy and SNR are higher for CNN based image fusion than that of Discrete Wavelet Transform (DWT). It implies that information from both the input images is available in the output image.","PeriodicalId":426923,"journal":{"name":"2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127798457","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}
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