期刊
INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW
卷 30, 期 6, 页码 3267-3281出版社
EMERALD GROUP PUBLISHING LTD
DOI: 10.1108/HFF-12-2018-0768
关键词
Thermal conductivity; Nanofluid preparation; Statistical fuzzy system
资金
- NSFC [51709244]
- Research Project of Central Universities [201941008]
- [tsqn201812025]
Purpose This paper aims to propose a new nonlinear function estimation fuzzy system as a novel statistical approach to estimate nanofluids' thermal conductivity. Design/methodology/approach A fuzzy system having a product inference engine, a singleton fuzzifier, a center average defuzzifier and Gaussian membership functions is proposed for this purpose. Findings Results indicate that the proposed fuzzy system can predict the thermal conductivity of Al2O3/paraffin nanofluid with appropriate precision and generalization and it also outperforms the classic interpolation methods. Originality/value A new nonlinear function estimation fuzzy system was introduced as a novel statistical approach to estimate nanofluids' thermal conductivity for the first time.
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