Pub Date : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533916
Vinay Deepa, J. Geetha
The development of Information Technology has generated large amount of databases and huge data in various areas. Loose coupling is adapted in Data Mining System, since it can fetch any portion of data stored in database by more flexibility and in efficient manner. Therefore the Data mining system can be classified according to the kinds of databases mined, the kinds of knowledge mined, the techniques used or the application adapted. The traditional method is used to analyse data manually for patterns for the extraction of knowledge. In Banking, Health care, marketing, Science there will be a data analyst to work with data and scrutinizing the final role of decisions. This work is done by Data Mining. Data mining application can be generic or domain specific. It allows reusability in a feasible way and finally it makes possible to build large and scalable system. Applications of Data mining in computer security are designed to meet the needs of a professional audience composed of researchers and practitioners in various fields. This paper gives the overview of Data mining system and few of its applications. Data mining is becoming a technology in activities as diverse as using historical data to predict the success of marketing.
{"title":"Rapid development of applications in data mining","authors":"Vinay Deepa, J. Geetha","doi":"10.1109/ICGHPC.2013.6533916","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533916","url":null,"abstract":"The development of Information Technology has generated large amount of databases and huge data in various areas. Loose coupling is adapted in Data Mining System, since it can fetch any portion of data stored in database by more flexibility and in efficient manner. Therefore the Data mining system can be classified according to the kinds of databases mined, the kinds of knowledge mined, the techniques used or the application adapted. The traditional method is used to analyse data manually for patterns for the extraction of knowledge. In Banking, Health care, marketing, Science there will be a data analyst to work with data and scrutinizing the final role of decisions. This work is done by Data Mining. Data mining application can be generic or domain specific. It allows reusability in a feasible way and finally it makes possible to build large and scalable system. Applications of Data mining in computer security are designed to meet the needs of a professional audience composed of researchers and practitioners in various fields. This paper gives the overview of Data mining system and few of its applications. Data mining is becoming a technology in activities as diverse as using historical data to predict the success of marketing.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132983053","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533917
N. Ravindran, S. Samraj, C. Kavitha
The rise in global temperature and unpredictable storms including tsunamis which could eventually affects the ocean ecosystems, fishing community, and consequently the raising ocean levels rising. These effects in turn has the impact on changing the Potential fishing zones which directly affects the fishermen communities by forcing them to face several challenges during their regular catch. The kanyakumari fishermen mostly depend on the pelagic fishes that live at the certain depth according to the ocean floor classification. The PFZ data received from Indian National Center for Ocean Information Services (INCOIS), Hyderabad for the period from November 2003 to February 2011 of Kanyakumari coast is analyzed temporally for the continuous varying fishing spots by clustering them. The data had split into two clusters based on seasons and sub clustered according to depth and distance on which the data mining techniques of temporal and spatial locality are applied. The outcome of this technique results the information to predict the change in fish movement of kanyakumari coast current and the near future. This study exhibits the moving PFZ which comprises the gradual increase in depth and distance due to the climatic conditions and overfishing.
{"title":"Impact on fishing patterns and life style changes of kanyakumari fishermen due to fading potential fishing zones","authors":"N. Ravindran, S. Samraj, C. Kavitha","doi":"10.1109/ICGHPC.2013.6533917","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533917","url":null,"abstract":"The rise in global temperature and unpredictable storms including tsunamis which could eventually affects the ocean ecosystems, fishing community, and consequently the raising ocean levels rising. These effects in turn has the impact on changing the Potential fishing zones which directly affects the fishermen communities by forcing them to face several challenges during their regular catch. The kanyakumari fishermen mostly depend on the pelagic fishes that live at the certain depth according to the ocean floor classification. The PFZ data received from Indian National Center for Ocean Information Services (INCOIS), Hyderabad for the period from November 2003 to February 2011 of Kanyakumari coast is analyzed temporally for the continuous varying fishing spots by clustering them. The data had split into two clusters based on seasons and sub clustered according to depth and distance on which the data mining techniques of temporal and spatial locality are applied. The outcome of this technique results the information to predict the change in fish movement of kanyakumari coast current and the near future. This study exhibits the moving PFZ which comprises the gradual increase in depth and distance due to the climatic conditions and overfishing.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124396115","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533932
A. Samraj, R. Kalvina, N. Maheswari, S. Sayeed
The communication between care takers and patients are limited and complex when the patients are too weary and weak. A clinical base patient monitoring involves reading implicit communications of such patients carefully from their gestures to identify their need. The sensitivity of such system should be of high precision to avoid any misinterpretation that may lead to adverse effects. The wearable system can accurately interpret the implied communication to the care takers or to an automated support device. The simplest form of palpable hand movements are used for the above purpose. The proposed system suggests not only a novel methodology simpler than the existing sign language interpretations for such implicit communication, but also suggests the gestures appropriate to be used in such systems. The experimental results by two different modeling methods show a well-distinguished realization of diverse hand movement activities using a wearable sensor medium and the interpretation results always show significant and acute thresholds.
{"title":"Emergency communication interface design using wearable data gloves for weary patients","authors":"A. Samraj, R. Kalvina, N. Maheswari, S. Sayeed","doi":"10.1109/ICGHPC.2013.6533932","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533932","url":null,"abstract":"The communication between care takers and patients are limited and complex when the patients are too weary and weak. A clinical base patient monitoring involves reading implicit communications of such patients carefully from their gestures to identify their need. The sensitivity of such system should be of high precision to avoid any misinterpretation that may lead to adverse effects. The wearable system can accurately interpret the implied communication to the care takers or to an automated support device. The simplest form of palpable hand movements are used for the above purpose. The proposed system suggests not only a novel methodology simpler than the existing sign language interpretations for such implicit communication, but also suggests the gestures appropriate to be used in such systems. The experimental results by two different modeling methods show a well-distinguished realization of diverse hand movement activities using a wearable sensor medium and the interpretation results always show significant and acute thresholds.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117234938","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533907
T. K. Manjunath, N. Maheswari, A. Samraj, S. Chidaravalli
Avoiding Vehicle Theft is making buzz in present automobile industry. Design and development of a theft control system for an automobile, can be achieved by making use of GPS feature of mobile phone. The developed system makes use of an mobile phone that is embedded in the vehicle with an interfacing to Engine Control Module(ECM) through Control Area Network (CAN) Bus, which is in turn, communicated to the ECM. The vehicle being stolen can be stopped by using GPS feature of mobile phone and this information is used by the owner of the vehicle for future processing. The owner sends the message to the mobile which is embedded in the vehicle which has stolen which in turn controls the vehicles engine by locking the working of the engine immediately. The developed system accept the message and broadcasted to the Vehicle Network through CAN Bus. The engine can be unlocked only by the owner of the vehicle by sending the message again. The goal behind the design is to develop security for vehicles and embedded system to communicate with engine of the vehicle.
{"title":"Locking and unlocking of theft vehicles using CAN (Theft Control System)","authors":"T. K. Manjunath, N. Maheswari, A. Samraj, S. Chidaravalli","doi":"10.1109/ICGHPC.2013.6533907","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533907","url":null,"abstract":"Avoiding Vehicle Theft is making buzz in present automobile industry. Design and development of a theft control system for an automobile, can be achieved by making use of GPS feature of mobile phone. The developed system makes use of an mobile phone that is embedded in the vehicle with an interfacing to Engine Control Module(ECM) through Control Area Network (CAN) Bus, which is in turn, communicated to the ECM. The vehicle being stolen can be stopped by using GPS feature of mobile phone and this information is used by the owner of the vehicle for future processing. The owner sends the message to the mobile which is embedded in the vehicle which has stolen which in turn controls the vehicles engine by locking the working of the engine immediately. The developed system accept the message and broadcasted to the Vehicle Network through CAN Bus. The engine can be unlocked only by the owner of the vehicle by sending the message again. The goal behind the design is to develop security for vehicles and embedded system to communicate with engine of the vehicle.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132137917","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533924
D. Newlin, R. Ramalakshmi, S. Rajasekaran
A performance comparison of an interleaved boost converter (IBC) and the conventional boost converter is presented in this paper. Also this paper investigates the performance of three-phase uncoupled and directly coupled Interleaved Boost Converter (IBC) for renewable energy applications. DC-DC Boost Converters serves many purposes. Low output voltage for renewable energy sources such as Fuel cells, Batteries, Photovoltaic cells. Interleaved Boost converter (IBC) has better performance characteristics when compared to a conventional boost converter due to its increased efficiency, reduction in size and greater reliability. IBC consists of a number of boost converters connected in parallel and controlled by the interleaved method which has the same switching frequency and phase shift. In this paper various parameters of the IBC are compared to a conventional boost converter.
{"title":"A performance comparison of interleaved boost converter and conventional boost converter for renewable energy application","authors":"D. Newlin, R. Ramalakshmi, S. Rajasekaran","doi":"10.1109/ICGHPC.2013.6533924","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533924","url":null,"abstract":"A performance comparison of an interleaved boost converter (IBC) and the conventional boost converter is presented in this paper. Also this paper investigates the performance of three-phase uncoupled and directly coupled Interleaved Boost Converter (IBC) for renewable energy applications. DC-DC Boost Converters serves many purposes. Low output voltage for renewable energy sources such as Fuel cells, Batteries, Photovoltaic cells. Interleaved Boost converter (IBC) has better performance characteristics when compared to a conventional boost converter due to its increased efficiency, reduction in size and greater reliability. IBC consists of a number of boost converters connected in parallel and controlled by the interleaved method which has the same switching frequency and phase shift. In this paper various parameters of the IBC are compared to a conventional boost converter.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122316114","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533906
S. Gomathi, D. Manimegalai
The Local or remote grid computing resources have been normally assigned the task of executing user jobs in a distributed environment. Enumerable number of problems is likely to arise in execution process because of the existence of complicated heterogeneous virtuality in terms of processing nodes and network system. Another important factor affecting Grid processing is the network bandwidth that differs from network to network. In order to overcome this problem, a few typical algorithms are suggested keeping in view of computing grid resources based on load balancing across the grid system. These algorithms help in improving the performance to some extent, yet none of them has been found experimentally suitable to overcome the major short falls experienced in the grid computing system. We propose a hierarchically distributed Peer-to-Peer (HP2PC) architecture to overcome all major problems encountered due to virtuality and heterogeneity.
{"title":"Hierarchically distributed Peer-to-Peer architecture for computational grid","authors":"S. Gomathi, D. Manimegalai","doi":"10.1109/ICGHPC.2013.6533906","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533906","url":null,"abstract":"The Local or remote grid computing resources have been normally assigned the task of executing user jobs in a distributed environment. Enumerable number of problems is likely to arise in execution process because of the existence of complicated heterogeneous virtuality in terms of processing nodes and network system. Another important factor affecting Grid processing is the network bandwidth that differs from network to network. In order to overcome this problem, a few typical algorithms are suggested keeping in view of computing grid resources based on load balancing across the grid system. These algorithms help in improving the performance to some extent, yet none of them has been found experimentally suitable to overcome the major short falls experienced in the grid computing system. We propose a hierarchically distributed Peer-to-Peer (HP2PC) architecture to overcome all major problems encountered due to virtuality and heterogeneity.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127122736","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533911
Vijeta Sahu, Manisha Sharma
With the advancement of technologies, an Automatic Lip reading system has always been requirement in various safety and security concerned systems. Moreover under noisy conditions it plays a very important role for listeners with a hearing impairment. Study of techniques associated with various Visual Speech Recognition Systems, which are developed till now, is done in this paper. Results associated with lip feature extraction techniques, employed in these systems, are analyzed. On the basis of analysis, it is found, that accuracy of Lip Geometry Estimation and Image Based Raw Information Techniques are 91% and 92-93% respectively. Hence on an average these techniques are giving best results for lip feature extraction.
{"title":"Result based analysis of various lip tracking systems","authors":"Vijeta Sahu, Manisha Sharma","doi":"10.1109/ICGHPC.2013.6533911","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533911","url":null,"abstract":"With the advancement of technologies, an Automatic Lip reading system has always been requirement in various safety and security concerned systems. Moreover under noisy conditions it plays a very important role for listeners with a hearing impairment. Study of techniques associated with various Visual Speech Recognition Systems, which are developed till now, is done in this paper. Results associated with lip feature extraction techniques, employed in these systems, are analyzed. On the basis of analysis, it is found, that accuracy of Lip Geometry Estimation and Image Based Raw Information Techniques are 91% and 92-93% respectively. Hence on an average these techniques are giving best results for lip feature extraction.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125601661","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533910
E. Menaka, S. S. Kumar, M. Bharathi
In the satellite images the noise is present such as mist, clouds etc., to remove the noise the Haar wavelet transforms are applied. Using the Image segmentation algorithm the major issue Deforestation is evaluated by comparing the image taken from the year 1939 and 2000. Deforestation is a serious issue that most nations face today. Deforestation is primarily due to the urbanization. Most nations that are presently under the scanner for deforestation had immense forest stretch. The application of remote sensing is at present a significant method for forest monitoring, particularly in vast and remote areas. Different methods have been presented by the researchers for finding forest types and change detection in urbanization. In this study, we propose polygon segmentation and 2D haar wavelet for adaptive regional forest change detection. First in order to detect the forest types, 2D haar wavelet is applied to image at different threshold level and identifies the type of forest. The polygon segmentation is applied to low dense forest and segregate forest with non forest region. Finally compare the result with data sets and find decreasing the forest cover. The proposed technique is in real time, given the exigencies of forest urbanization.
{"title":"Change detection in deforestation using high resolution satellite image with Haar wavelet transforms","authors":"E. Menaka, S. S. Kumar, M. Bharathi","doi":"10.1109/ICGHPC.2013.6533910","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533910","url":null,"abstract":"In the satellite images the noise is present such as mist, clouds etc., to remove the noise the Haar wavelet transforms are applied. Using the Image segmentation algorithm the major issue Deforestation is evaluated by comparing the image taken from the year 1939 and 2000. Deforestation is a serious issue that most nations face today. Deforestation is primarily due to the urbanization. Most nations that are presently under the scanner for deforestation had immense forest stretch. The application of remote sensing is at present a significant method for forest monitoring, particularly in vast and remote areas. Different methods have been presented by the researchers for finding forest types and change detection in urbanization. In this study, we propose polygon segmentation and 2D haar wavelet for adaptive regional forest change detection. First in order to detect the forest types, 2D haar wavelet is applied to image at different threshold level and identifies the type of forest. The polygon segmentation is applied to low dense forest and segregate forest with non forest region. Finally compare the result with data sets and find decreasing the forest cover. The proposed technique is in real time, given the exigencies of forest urbanization.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"166 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132492264","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533914
M. Umaselvi, S. S. Kumar, M. Athithya
This paper represents unsupervised method of color based segmentation using clustering to classify vegetated and urban area in Satellite images. Now a day due to the progresses in spatial resolution of satellite imagery, the methods of segment-based image analysis for generating and updating geographical information are becoming more important. In this work, one method proposed a segmentation of various clusters by La*b* color space and Texture Feature was analyzed. The Second method proposed a segmentation of image by wavelet and Texture Feature was analyzed. Algorithm is verified for simulated images and applied for a selected satellite image processing.
{"title":"Color and wavelet based identification of urban and agricultural area using texture features in satellite images","authors":"M. Umaselvi, S. S. Kumar, M. Athithya","doi":"10.1109/ICGHPC.2013.6533914","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533914","url":null,"abstract":"This paper represents unsupervised method of color based segmentation using clustering to classify vegetated and urban area in Satellite images. Now a day due to the progresses in spatial resolution of satellite imagery, the methods of segment-based image analysis for generating and updating geographical information are becoming more important. In this work, one method proposed a segmentation of various clusters by La*b* color space and Texture Feature was analyzed. The Second method proposed a segmentation of image by wavelet and Texture Feature was analyzed. Algorithm is verified for simulated images and applied for a selected satellite image processing.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129718266","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 : 2013-03-14DOI: 10.1109/ICGHPC.2013.6533928
K. K. Kumar, K. Lakshmi
Renewable energy sources have attracted wide attention because of being abundant in nature and nearly non pollutant. Wind power is one of the most promising clean energy sources it can easily be captured by wind generators with high power capacity. Solar power is another promising clean energy sources in global system and can be harnessed easily. Solar energy system might be compensate the wind intermittency generation resource due to lesser start up time, lower operating cost and good ramping capabilities. The generation scheduling for windsolar energy with thermal unit system in deregulated environment, minimize the total thermal fuel cost and maximize the profit of generation companies, subject to many constraints. While performing the generation scheduling problem by Lagrangian relaxation based particle swarm optimization method the hourly load, wind velocity and solar radiation must be forecasted to prevent the errors. The generation scheduling formulations are involved the perspective of a generation company (GENCO). The deregulation environment is one which the generation, transmission and distribution does not depend on each other. To demonstrate the uncertainty in the proposed method the generating scheduling problem is performed in a simplified generation system.
{"title":"LR-PSO method of generation scheduling problem for thermal-wind-solar energy system in deregulated power system","authors":"K. K. Kumar, K. Lakshmi","doi":"10.1109/ICGHPC.2013.6533928","DOIUrl":"https://doi.org/10.1109/ICGHPC.2013.6533928","url":null,"abstract":"Renewable energy sources have attracted wide attention because of being abundant in nature and nearly non pollutant. Wind power is one of the most promising clean energy sources it can easily be captured by wind generators with high power capacity. Solar power is another promising clean energy sources in global system and can be harnessed easily. Solar energy system might be compensate the wind intermittency generation resource due to lesser start up time, lower operating cost and good ramping capabilities. The generation scheduling for windsolar energy with thermal unit system in deregulated environment, minimize the total thermal fuel cost and maximize the profit of generation companies, subject to many constraints. While performing the generation scheduling problem by Lagrangian relaxation based particle swarm optimization method the hourly load, wind velocity and solar radiation must be forecasted to prevent the errors. The generation scheduling formulations are involved the perspective of a generation company (GENCO). The deregulation environment is one which the generation, transmission and distribution does not depend on each other. To demonstrate the uncertainty in the proposed method the generating scheduling problem is performed in a simplified generation system.","PeriodicalId":119498,"journal":{"name":"2013 International Conference on Green High Performance Computing (ICGHPC)","volume":"23 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128875480","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：