Direct expansion (DX) air conditioning (A/C) system control: Hybrid BOANFIS technique

A tétel rövid nézete
dc.contributor.authorJadhav, Seema Haribahu
dc.contributor.authorSarwadnya, Rajashree Vilas
dc.contributor.statusnem
dc.date.accessioned2024-01-19T12:02:19Z
dc.date.available2024-01-19T12:02:19Z
dc.date.issued2023-05-09
dc.description.abstractThis paper describes a novel hybrid technique with fractional order PID controller (FOPID) for simultaneously controlling the humidity of indoor air temperature and the direct expansion (DX) air conditioning (A/C) system. The proposed hybrid system is a joint performance of the butterfly optimization algorithm (BOA) and adaptive network fuzzy inference system (ANFIS), hence forth it is called BOANFIS Technique (BOANFIST). The purpose of the proposed system is to disconnect the temperature and humidity control circuits. The proposed control is modeled and replicated on MATLAB platform and is assessed using existing systems. The statistical performance of the proposed and existing systems of mean, median and standard deviation is also evaluated. It reduces computational time up to 1.01 s and also reduces energy consumption to around 16.42 KWh/day. Furthermore, the simulation outcomes suggest that the proposed technique may efficiently and accurately obtain the optimal global solutions of the proposed technique compared to existing systems.
dc.identifier.doi10.1556/1848.2023.00524
dc.identifier.issn2062-0810
dc.identifier.issue3
dc.identifier.jtitleInternational Review of Applied Sciences and Engineering
dc.identifier.urihttps://hdl.handle.net/2437/365280
dc.identifier.urlhttps://akjournals.com/view/journals/1848/14/3/article-p303.xml
dc.identifier.volume14
dc.language.isoen
dc.publisherAkadémiai Kiadó
dc.subjectdirect expansion (DX) air conditioning (A/C) system
dc.subjectfractional order PID controller (FOPID)
dc.subjecttemperature and humidity control
dc.titleDirect expansion (DX) air conditioning (A/C) system control: Hybrid BOANFIS technique
Fájlok
Eredeti köteg (ORIGINAL bundle)
Megjelenítve 1 - 1 (Összesen 1)
Nincs kép
Név:
1848-article-p303.pdf
Méret:
2.85 MB
Formátum:
Adobe Portable Document Format
Letöltés
Engedélyek köteg
Megjelenítve 1 - 1 (Összesen 1)
Nincs kép
Név:
license.txt
Méret:
2.57 KB
Formátum:
Item-specific license agreed upon to submission
Leírás:
Letöltés
Gyűjtemények
International Review of Applied Sciences and Engineering