{"title":"An Implementation of Energy Demand Forecast using J48 and Simple K Means","authors":"J. Dhanalakshmi, N. Ayyanathan","doi":"10.1109/ICONSTEM.2019.8918883","DOIUrl":null,"url":null,"abstract":"Energy utilization has exponentially expanded all around over the previous decade. Energy the board is vital to future financial success and ecological security. Energy is related with mechanical creation, agrarian yield, wellbeing, water get to, populace, instruction, personal satisfaction, and so on. The board of Energy request is required to appropriately allot accessible assets. A few new strategies for Energy request the board are being utilized over the previous decade to anticipate the future Energy needs precisely. J48 and Simple K Means are Energy request estimating methods that are being received. For as long as ten years, the dataset has been produced from California's yearly power request. Year has been considered as info parameters for Bio-Gas, Bio-Mass and Solar Thermal where the interest for burden in the J48 and Simple K Means framework is the single yield. The extent of uses and strategies guaging is very substantial, and this article centers around the techniques used to foresee Energy utilization.","PeriodicalId":164463,"journal":{"name":"2019 Fifth International Conference on Science Technology Engineering and Mathematics (ICONSTEM)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Fifth International Conference on Science Technology Engineering and Mathematics (ICONSTEM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICONSTEM.2019.8918883","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
Energy utilization has exponentially expanded all around over the previous decade. Energy the board is vital to future financial success and ecological security. Energy is related with mechanical creation, agrarian yield, wellbeing, water get to, populace, instruction, personal satisfaction, and so on. The board of Energy request is required to appropriately allot accessible assets. A few new strategies for Energy request the board are being utilized over the previous decade to anticipate the future Energy needs precisely. J48 and Simple K Means are Energy request estimating methods that are being received. For as long as ten years, the dataset has been produced from California's yearly power request. Year has been considered as info parameters for Bio-Gas, Bio-Mass and Solar Thermal where the interest for burden in the J48 and Simple K Means framework is the single yield. The extent of uses and strategies guaging is very substantial, and this article centers around the techniques used to foresee Energy utilization.
在过去的十年里,能源利用呈指数级增长。能源理事会对未来的财务成功和生态安全至关重要。能量与机械创造、农业产量、福祉、水资源、人口、教育、个人满意度等相关。能源委员会要求适当分配可获得的资产。在过去的十年中,一些新的能源战略要求委员会准确地预测未来的能源需求。J48和Simple K Means是正在接收的能量请求估算方法。在长达十年的时间里,这个数据集是根据加州每年的电力需求制作的。在J48和简单K均值框架中,年被认为是生物气体、生物质量和太阳能热的信息参数,其中负担的利息是单一产量。使用和策略测量的范围非常大,本文围绕用于预测能源利用的技术展开。