Smart grid IT infrastructure selection: A T3SD Fuzzy DEA approach

M. Zamani, A. Fereidunian, H. Jamalabadi, F. Boroomand, P. Sepehri, H. Lesani, C. Lucas
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引用次数: 5

Abstract

While the smart grid dream is likely to be revisited, we are witnessing a convergence of Information Technology (IT) with power system engineering. This convergence should be managed tactfully, to obtain a consistent architecture for the smart grid. Due to the complex nature of the both IT and power systems, a higher degree of complexity emerges through the smart grid. Therefore, selection of the right IT infrastructure for the smart grid is a complicated decision making problem. However, many of these decisions are made based on personal expertise, ad hoc methods and heuristic rules. They not only are highly suspected of not being optimal, but also are prone to serious mistakes. This mandates a consistent decision making method for the selection of the IT infrastructure in the smart grid. In this paper, Wymorian Tricotyledon Theory of Systems Design (T3SD) and Fuzzy Data Envelopment Analysis (FDEA), as a variation of Data Envelopment Analysis (DEA) and being capable of handling uncertainty, are employed as a decision supporting tool, to encompass the real world selection and decision issues which is presented as T3SD Fuzzy DEA method.
智能电网IT基础设施选择:T3SD模糊DEA方法
虽然智能电网的梦想可能会被重新审视,但我们正在见证信息技术(IT)与电力系统工程的融合。必须巧妙地管理这种融合,以获得一致的智能电网体系结构。由于IT系统和电力系统的复杂性,智能电网的复杂性更高。因此,为智能电网选择合适的IT基础设施是一个复杂的决策问题。然而,这些决定中的许多都是基于个人专业知识、特别方法和启发式规则做出的。他们不仅被高度怀疑不是最优的,而且容易犯严重的错误。这要求采用一致的决策制定方法来选择智能电网中的IT基础设施。本文将Wymorian Tricotyledon Theory of Systems Design (T3SD)和模糊数据包络分析(FDEA)作为数据包络分析(DEA)的一种变体,具有处理不确定性的能力,作为一种决策支持工具,将现实世界的选择和决策问题纳入其中,称为T3SD模糊包络分析方法。
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