Big Data Analysis Driven Decision Making System Ensuring Energy Security of a Country

Mahmudul Islam, Mahady Hasan
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引用次数: 2

Abstract

Energy is one of the key factors for a country's economic and social growth. Bangladesh is constantly seeking sustainable energy sources for securing its increasing energy demand as energy security is a national concern. Currently, Bangladesh is producing 64% of electricity using natural gas while 25% is coming from petroleum and the rest from coal, renewable sources [1]. To reduce pressure from the natural gas government is trying to diversify the energy sources. To achieve sustainable diversified energy sources, the Sustainable and Renewable Energy Development Authority (SREDA) has taken many initiatives. Energy Master Plan has been created which targets to improve Primary Energy consumption per GDP by 20% in the year 2030. Many software applications have been developed by SREDA to monitor the progress. We propose to develop another system for energy data analysis and generate reports accordingly. Policymakers can use those reports to make strategic decisions to secure the country's energy consumption, distribution and manage the demand side. In this research work, we discussed how a big data-based solution can be developed and used to forecast the energy balance which ensures the energy security of Bangladesh. We also discuss different aspects of the proposed software system in detail including challenges and possible solutions to overcome those challenges.
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保障国家能源安全的大数据驱动决策系统
能源是一个国家经济社会发展的关键因素之一。孟加拉国正在不断寻求可持续能源,以确保其日益增长的能源需求,因为能源安全是一个国家关注的问题。目前,孟加拉国64%的电力来自天然气,25%来自石油,其余来自可再生能源煤炭[1]。为了减轻来自天然气的压力,政府正试图使能源多样化。为了实现可持续的多样化能源,可持续和可再生能源发展局(SREDA)采取了许多举措。制定了能源总体规划,目标是到2030年将单位国内生产总值一次能源消费量提高20%。SREDA开发了许多软件应用程序来监测进度。我们建议开发另一个能源数据分析系统,并据此生成报告。决策者可以利用这些报告制定战略决策,以确保国家的能源消费、分配和管理需求侧。在这项研究工作中,我们讨论了如何开发和使用基于大数据的解决方案来预测能源平衡,从而确保孟加拉国的能源安全。我们还详细讨论了所提议的软件系统的不同方面,包括挑战和克服这些挑战的可能解决方案。
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