The Journal of the Korea institute of electronic communication sciences · 2012 · 11 citations · 2 references
ComputingCloud ComputingVisualizationCloud ArchitectureCloud DatabasesData ManagementCloud Data ManagementCloud Data PlatformsCloud Resource ManagementEnergy Management SystemsSolar Energy SystemsSolar Photovoltaic SystemsCloud Data WarehousingCloud-based Data ManagementParallel Data ProcessingParallel ProcessingPhotovoltaic Performance AnalysisPower GenerationSolar Photovoltaic Power SystemsWeb-based Visualization
Recently, the efficient management system for photovoltaic power plants has been required due to the continuously increasing construction of photovoltaic power plants. In this paper, we propose a cloud-based intelligent management system for many photovoltaic power plants. The proposed system stores the measured data of power plants using Hadoop HBase which is a column-oriented database, and processes the calculations of performance, efficiency, and prediction the amount of power generation by parallel processing based on Map-Reduce model. And, Web-based data visualization module allows the administrator to provide information in various forms.
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Brian Hayes · Communications of the ACM · 2008 · 1.1K citations · Full text