论文标题

将多代理系统技术纳入孟加拉国的电力和能源系统:一项可行性研究

Incorporating Multi-Agent Systems Technology in Power and Energy Systems of Bangladesh: A Feasibility Study

论文作者

Hassan, Syed Redwan Md, Hasan, Nazmul, Siddique, Mohammad Ali, Fahim, K. M Solaiman, Rahman, Rummana, Iftekhar, Lamia

论文摘要

孟加拉国的电力部门目前正在经历基本变化,因为随着人口和经济发展的增加,对电力服务的需求正在增加。从根本集中的结构转变为更加分散和流体设置的逐步转变,从根本上讲,由于分布式可再生能源的巨大进步,国家的未来电力系统需要新的控制策略,才能在面对不断发展的条件和约束方面有效,可持续地工作,可持续地工作。多代理系统(MAS)技术具有符合现代电力系统的这些先决条件的属性,并已被证明可以有效处理其分布式和复杂的性质。这是一项基于文献的可行性研究,旨在探讨是否适合在孟加拉国使用MAS技术。对于这篇初步论文,我们从整体角度看一下这个主题,并进行荟萃访问,以策划基于系统的概念,工具和算法在权力和能源领域的共同应用。我们还确定了该领域在孟加拉国的首要挑战,并将潜在的基于MAS的解决方案联系起来,以应对每个挑战。我们的定性评估是为了为渴望在孟加拉国应用MAS技术试验的当地研究人员提供一个起点。

The power sector of Bangladesh is presently experiencing essential changes as demand for power services is increasing with rising population and economic development. With a gradual shift from a rigidly centralized structure to a more decentralized and fluid setup, fundamentally because of the enormous advancement of distributed renewable energy sources, the future power system of the nation requires new control strategies to work efficiently and sustainably in the face of evolving conditions and constraints. Multi-Agent Systems (MAS) technology has attributes that meet these prerequisites of modern power systems and has been shown to be effective in dealing with its distributed and complex nature. This is a literature-based feasibility study to explore whether MAS technology is suited to be applied in the context of Bangladesh. For this preliminary paper, we look at the topic from a holistic perspective and conduct a meta-review to curate common applications of Multi-Agent System-based concepts, tools and algorithms on the power and energy sector. We also identify the top challenges of this domain in Bangladesh and connect the potential MAS-based solutions to address each challenge. Our qualitative assessment is motivated to provide a starting point for local researchers eager to experiment with MAS technology for application in Bangladesh.

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