NDLI: Multilayer Fuzzy Inference System for Air Conditioner

Content Provider	IEEE Xplore Digital Library
Author	Chaudhari, S.R. Patil, M.E.
Copyright Year	2015
Description	Author affiliation: Comput. Dept., SSBT's Coll. of Eng. & Technol., Jalgaon, India (Chaudhari, S.R.; Patil, M.E.)
Abstract	Nowadays the consumption of air conditioning devices is exponentially increased in warm countries like India. The enhancement in utilization of the cooling devices makes it essential for them to have stable energy consumption by providing steady compressor speed. Achieving an appropriate mechanism for compressor speed control requires use of Fuzzy Inference System (FIS). However, Fuzzy Inference System with defuzzification is not adaptive to other methods that can enhance the performance of the system. Fuzzy Inference System with weighted average cannot control the system perfectly. Such inference systems causes varying outcome to a large extent when used separately. This paper presents the proposed Multilayer Fuzzy Inference System, a combination of defuzzification and weighted average mechanism. The result shows that proposed approach gives output in human understandable form and predicts the compressor speed from temperature and humidity. Such multilayer approach calculates steady compressor speed to have stable energy utilization.
Starting Page	875
Ending Page	881
File Size	240064
Page Count	7
File Format	PDF
ISBN	9781479968923
DOI	10.1109/ICCUBEA.2015.174
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-02-26
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Fuzzy logic Air conditioning Defuzzification Adaptive systems Weighted average Decision making Humidity Nonhomogeneous media Multilayer approach Fuzzy systems
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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