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Study on application of a neuro-fuzzy models in air conditioning systems

机译:神经模糊模型在空调系统中的应用研究

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In this paper, we present the application of neuro-fuzzy system-ANFIS for air conditioning systems to reduce electricity consumption. The current buildings have automation systems that provide data on lighting, electrical system, air conditioning system, etc. We studied the air conditioning system, in particular, to reduce energy consumption as air conditioning has a high consumption value. Our main goal in this study is the application of neuro-fuzzy system-ANFIS with the adjustment of the rules made by a decision tree-CART algorithm in air conditioning system. We compared the results of the application of the ANFIS-CART system with the application of PID controllers and fuzzy control system for a central air conditioning.
机译:在本文中,我们介绍了神经模糊系统ANFIS在空调系统中的应用,以减少电力消耗。当前的建筑物具有提供照明,电气系统,空调系统等数据的自动化系统。我们特别研究了空调系统,以降低能耗,因为空调具有很高的消耗价值。我们在这项研究中的主要目标是神经模糊系统-ANFIS在调整决策树-CART算法制定的规则后在空调系统中的应用。我们将ANFIS-CART系统的应用结果与PID控制器和模糊控制系统在中央空调中的应用进行了比较。

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