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Multi-objective optimisation in air-conditioning systems : comfort/discomfort definition by IF sets.

机译:空调系统的多目标优化:通过IF集定义舒适/不舒适。

摘要

The problem of multi-objective optimisation of air-conditioning (AC) systems is treated in the paper in the framework of intuitionistic fvzzy (lF) set theory. The nature of the problem is multi-objective one with requirements for minimal costs (generally, life cycle costs; more specifically, energy costs) and maximal occupants' comfort (minimal discomforl). Moreover, its definition by conventional means is bounded to a number of restrictions and assumptions, which are often far from the real-life situations. Attempts have been made to formulate and solve this problem by means of the fuzzy optimisation [4]. The present paper makes further step by exploring the innovative concept of IF sets [6] into definition of the trickiest issue: comfort and discomforr definition. The new approach allows to formulate more precisely the problem which compromises energy saving and thermal comfort satisfaction under given constraints. The resulting IF optimisation problem could be solved numerically or, under some assumptions, analytically Il]-t21. An example illustrates the viability of the proposed approach. A solution which significantly (with 3S%) improves comfort is found which is more energetically expensive with only 0.6Yo. This illustrates the possibility to use the approach for trade-off analysis in multi-objective optimisation of AC systems.
机译:本文在直觉模糊集(lF)集理论的框架下,研究了空调系统的多目标优化问题。问题的性质是多目标的,要求最小的成本(通常是生命周期成本;更具体地说是能源成本)和最大的乘员舒适度(最小的不适感)。此外,其通过常规手段的定义受限于许多限制和假设,这些限制和假设通常与现实生活中的情况相去甚远。已经尝试通过模糊优化来制定和解决这个问题[4]。本文通过探索IF集[6]的创新概念,进一步解决最棘手的问题:舒适度和不舒适度定义,迈出了进一步的一步。新方法可以更精确地提出在给定约束下损害节能和热舒适性满足感的问题。由此产生的中频优化问题可以通过数值方法解决,或者在某些假设下可以通过解析方法解决。一个例子说明了所提出方法的可行性。发现了一种显着(具有3S%)改善舒适度的解决方案,而该解决方案在能耗仅为0.6Yo时更加昂贵。这说明了在交流系统的多目标优化中将这种方法用于折衷分析的可能性。

著录项

  • 作者

    Angelov Plamen;

  • 作者单位
  • 年度 2001
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
  • 中图分类

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