{"title":"基于Hadoop的能源行业分布式数据管理","authors":"M. Vaidya, Shrinivas P. Deshpande","doi":"10.1109/IBSS.2015.7456653","DOIUrl":null,"url":null,"abstract":"Eefficient use of energy is the need of an hour. Improving energy efficiency requires understanding of the usage patterns and practices. The outage is a wakeup call to modernize the infrastructure in the country to the collapse of the grids that knocked out power. When started analyzing on industry estimates, came to know that nearly 30 percent of the power generated in India is wasted in transmission and distribution primarily because of leakages and theft. There are certain mechanisms which have been used like legacy power distribution systems, SCADA etc. But Smart Metering technology is the one which is growing and in some years time will be seen implemented all over India. This is a review done to make load analysis of the power distribution to the customers on some such technologies to avoid sustained outages by analyzing momentary outage data and power theft using Hadoop MapReduce.","PeriodicalId":317804,"journal":{"name":"2015 IEEE Bombay Section Symposium (IBSS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Distributed data management in energy sector using Hadoop\",\"authors\":\"M. Vaidya, Shrinivas P. Deshpande\",\"doi\":\"10.1109/IBSS.2015.7456653\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Eefficient use of energy is the need of an hour. Improving energy efficiency requires understanding of the usage patterns and practices. The outage is a wakeup call to modernize the infrastructure in the country to the collapse of the grids that knocked out power. When started analyzing on industry estimates, came to know that nearly 30 percent of the power generated in India is wasted in transmission and distribution primarily because of leakages and theft. There are certain mechanisms which have been used like legacy power distribution systems, SCADA etc. But Smart Metering technology is the one which is growing and in some years time will be seen implemented all over India. This is a review done to make load analysis of the power distribution to the customers on some such technologies to avoid sustained outages by analyzing momentary outage data and power theft using Hadoop MapReduce.\",\"PeriodicalId\":317804,\"journal\":{\"name\":\"2015 IEEE Bombay Section Symposium (IBSS)\",\"volume\":\"34 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE Bombay Section Symposium (IBSS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IBSS.2015.7456653\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Bombay Section Symposium (IBSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IBSS.2015.7456653","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Distributed data management in energy sector using Hadoop
Eefficient use of energy is the need of an hour. Improving energy efficiency requires understanding of the usage patterns and practices. The outage is a wakeup call to modernize the infrastructure in the country to the collapse of the grids that knocked out power. When started analyzing on industry estimates, came to know that nearly 30 percent of the power generated in India is wasted in transmission and distribution primarily because of leakages and theft. There are certain mechanisms which have been used like legacy power distribution systems, SCADA etc. But Smart Metering technology is the one which is growing and in some years time will be seen implemented all over India. This is a review done to make load analysis of the power distribution to the customers on some such technologies to avoid sustained outages by analyzing momentary outage data and power theft using Hadoop MapReduce.