PMID- 35471342
OWN - NLM
STAT- MEDLINE
DCOM- 20220428
LR  - 20220428
IS  - 1539-4522 (Electronic)
IS  - 1559-128X (Linking)
VI  - 61
IP  - 10
DP  - 2022 Apr 1
TI  - Optimization of a plastic optical fiber based sensor for dye sensing coupled with 
      an adapted neuro-fuzzy inference system.
PG  - 2715-2720
LID - 10.1364/AO.451755 [doi]
AB  - In this study, estimation capacities and optimization of a dye concentration 
      sensing model by an adapted neuro-fuzzy inference system (ANFIS) as well as 
      central composite design coupled with response surface methodology using a 
      plastic optical fiber (POF) based sensor were investigated. Various diameters d 
      of POF were used for sensing different concentrations of Remazol Black B (RBB), 
      which acts as a sensing medium of the process. The efficiency of sensing was 
      studied as a function of three independent variables: diameter of POF, 
      concentration of RBB dye, and initial temperature of the solution. First, the 
      independent parameters were fed as inputs to an ANFIS, and the output of the 
      system was the output intensity of dye ratio to output the intensity of distilled 
      water. ANFIS showed that this established model is reliable for a dye 
      concentration sensing process and is mainly influenced by its diameter.
FAU - Petkovic, Dalibor
AU  - Petkovic D
FAU - Denic, Nebojsa
AU  - Denic N
FAU - Ilic, Ivana D
AU  - Ilic ID
FAU - Zlatkovic, Dragan
AU  - Zlatkovic D
FAU - Ilic, Sinisa
AU  - Ilic S
FAU - Kojic, Nenad
AU  - Kojic N
FAU - Stojanovic, Jelena
AU  - Stojanovic J
LA  - eng
PT  - Journal Article
PL  - United States
TA  - Appl Opt
JT  - Applied optics
JID - 0247660
RN  - 0 (Plastics)
SB  - IM
MH  - *Optical Fibers
MH  - *Plastics
MH  - Temperature
EDAT- 2022/04/27 06:00
MHDA- 2022/04/29 06:00
CRDT- 2022/04/26 12:39
PHST- 2022/04/26 12:39 [entrez]
PHST- 2022/04/27 06:00 [pubmed]
PHST- 2022/04/29 06:00 [medline]
AID - 470744 [pii]
AID - 10.1364/AO.451755 [doi]
PST - ppublish
SO  - Appl Opt. 2022 Apr 1;61(10):2715-2720. doi: 10.1364/AO.451755.